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authorTom Cooks <tommasogagliardi+github@gmail.com>2026-10-10 15:42:04 -0400
committerTom Cooks <tommasogagliardi+github@gmail.com>2026-10-10 15:42:04 -0400
commit901bf58c5cf9151942f8c4cd4e1427a02dec4b52 (patch)
treee9e312fb9893881f142a6f79e30417cd0c3f2be8
parent6db1714d0354d1e1105e330ce84c46a54487c3bb (diff)
downloadreccoon-901bf58c5cf9151942f8c4cd4e1427a02dec4b52.tar.gz
RECCoon 1.0.0: rebrand to Tom Cooks, Parakeet-only, GPLv3, F-Droid-ready
-rw-r--r--.gitignore5
-rw-r--r--LICENSE674
-rw-r--r--README.md102
-rw-r--r--TODO.md113
-rw-r--r--app/build.gradle.kts19
-rw-r--r--app/src/main/AndroidManifest.xml30
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/AudioCompressor.java139
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/Formats.java (renamed from app/src/main/java/com/wuhei/reccoon/Formats.java)4
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/InsetsHelper.java (renamed from app/src/main/java/com/wuhei/reccoon/InsetsHelper.java)2
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/LevelMeterView.java (renamed from app/src/main/java/com/wuhei/reccoon/LevelMeterView.java)2
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/LiveMonitor.java189
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/MainActivity.java (renamed from app/src/main/java/com/wuhei/reccoon/MainActivity.java)449
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/Marker.java (renamed from app/src/main/java/com/wuhei/reccoon/Marker.java)2
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/MarkerStore.java (renamed from app/src/main/java/com/wuhei/reccoon/MarkerStore.java)2
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/ModelDownloadService.java213
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/ModelRepository.java367
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/PcmAudioSource.java239
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/PlayerActivity.java (renamed from app/src/main/java/com/wuhei/reccoon/PlayerActivity.java)141
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/RecordingActions.java (renamed from app/src/main/java/com/wuhei/reccoon/RecordingActions.java)13
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/RecordingService.java (renamed from app/src/main/java/com/wuhei/reccoon/RecordingService.java)6
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/RecordingStore.java (renamed from app/src/main/java/com/wuhei/reccoon/RecordingStore.java)34
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/StreamingResampler.java (renamed from app/src/main/java/com/wuhei/reccoon/StreamingResampler.java)2
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/TranscriptStore.java (renamed from app/src/main/java/com/wuhei/reccoon/TranscriptStore.java)2
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/TranscriptionEngine.java (renamed from app/src/main/java/com/wuhei/reccoon/TranscriptionEngine.java)111
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/WavMarkers.java (renamed from app/src/main/java/com/wuhei/reccoon/WavMarkers.java)2
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/WavRecorder.java (renamed from app/src/main/java/com/wuhei/reccoon/WavRecorder.java)139
-rw-r--r--app/src/main/java/com/tomcooks/reccoon/WaveformView.java (renamed from app/src/main/java/com/wuhei/reccoon/WaveformView.java)2
-rw-r--r--app/src/main/java/com/wuhei/reccoon/ModelRepository.java206
-rw-r--r--app/src/main/res/layout/activity_main.xml111
-rw-r--r--app/src/main/res/layout/activity_player.xml20
-rw-r--r--app/src/main/res/values/strings.xml32
-rw-r--r--app/src/test/java/com/tomcooks/reccoon/FormatsTest.java20
-rw-r--r--app/src/test/java/com/tomcooks/reccoon/StreamingResamplerTest.java (renamed from app/src/test/java/com/wuhei/reccoon/StreamingResamplerTest.java)2
-rw-r--r--settings.gradle.kts2
-rwxr-xr-xtools/download-parakeet.sh33
-rw-r--r--tools/whistle-eval/.gitignore7
-rw-r--r--tools/whistle-eval/README.md94
-rw-r--r--tools/whistle-eval/build-data.mjs19
-rw-r--r--tools/whistle-eval/evaluate.py141
-rw-r--r--tools/whistle-eval/package-lock.json229
-rw-r--r--tools/whistle-eval/package.json14
-rw-r--r--tools/whistle-eval/parakeet_baseline.py67
-rw-r--r--tools/whistle-eval/samples/README.md41
-rw-r--r--tools/whistle-eval/samples/en1.txt1
-rw-r--r--tools/whistle-eval/samples/en2.txt1
-rw-r--r--tools/whistle-eval/samples/it1.txt1
-rw-r--r--tools/whistle-eval/samples/it1_noisy.txt1
-rw-r--r--tools/whistle-eval/samples/it2.txt1
-rw-r--r--tools/whistle-eval/samples/jfk.txt1
-rwxr-xr-xtools/whistle-eval/setup.sh38
-rw-r--r--tools/whistle-eval/whisper_baseline.py65
51 files changed, 3704 insertions, 446 deletions
diff --git a/.gitignore b/.gitignore
index 26a741d..7226cbf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -9,7 +9,6 @@
.externalNativeBuild
.cxx
-# Large prebuilt binaries — see TODO.md ("Build / distribution").
-# The sherpa-onnx AAR (~50 MB) and built APKs are not tracked in git yet.
-/app/libs/*.aar
+# Build outputs. The sherpa-onnx runtime is fetched from JitPack, so no
+# prebuilt binary is committed here.
/dist/
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..f288702
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,674 @@
+ GNU GENERAL PUBLIC LICENSE
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diff --git a/README.md b/README.md
index 8785d1c..812afd2 100644
--- a/README.md
+++ b/README.md
@@ -4,22 +4,34 @@ A minimal Android app that records uncompressed WAV audio and transcribes it
on device.
- **Format:** 44.1 kHz, 16-bit PCM (stereo when the device supports it), no compression
+- **Compact mode:** an optional switch saves a small AAC-LC `.m4a` instead of the WAV
+ (~22 MB/hour mono instead of ~317 MB); transcription still works because the
+ decoder streams the M4A back to PCM (`PcmAudioSource`)
- **Controls:** one big round button — tap to start recording (timer starts), tap again to stop and save
- **Meters:** live scrolling waveform plus left/right peak level meters with a clip indicator while recording
- **Mono switch:** optionally record a single channel (half the file size)
+- **Swap L/R:** exchange the stereo channels when a device reports them inverted in
+ landscape; applies to the meters and the saved file
+- **Mic picker:** choose Auto, the built-in mic, or a specific input (Bluetooth SCO,
+ USB, wired headset ...) — the BT-Mic-Force feature folded into RECCoon
+- **Live monitoring:** an optional **Monitor** switch plays the microphone through a
+ chosen output (built-in speaker, wired, USB, Bluetooth ...). Use headphones — the
+ speaker causes feedback. A dedicated thread and a bounded queue keep a slow output
+ from ever stalling the recording
+- **Discard:** stop a recording and throw it away without saving
- **Markers:** place labelled cue points while recording; they are embedded in the WAV (`cue ` + `LIST/adtl`) and shown in the player
- **Silence:** optional Do Not Disturb total silence (no notifications, no vibration) while recording
- **Recordings list:** scrollable list at the bottom of the main screen, newest first
- **Player:** scrubber, ±10 s jumps, speed control, delete / rename / share / export, no autoplay
- **Transcription:** on-device, offline speech recognition with
[sherpa-onnx](https://github.com/k2-fsa/sherpa-onnx) using multilingual
- Whisper — works with **English and Italian**
-- **Name:** RECCoon · **by** wuhei · **version** 1.4.0-alpha
+ **NVIDIA Parakeet v3** — works with English, Italian and 23 other languages
+- **Name:** RECCoon · **by** Tom Cooks · **version** 1.0.0
- **Icon:** raccoon with a microphone
## Requirements
-- Android 8.0 (API 26) or newer, arm64-v8a or x86_64
+- Android 8.0 (API 26) or newer, arm64-v8a
- `RECORD_AUDIO` permission
- On Android 9 and older, `WRITE_EXTERNAL_STORAGE` is also requested
- Internet access the first time a transcription model is downloaded
@@ -37,16 +49,19 @@ Outputs:
- `app/build/outputs/apk/debug/app-debug.apk`
- `app/build/outputs/apk/release/app-release.apk`
-A prebuilt copy is available at `dist/RECCoon-1.4.0-alpha.apk`. Note that the
-sherpa-onnx AAR in `app/libs/` and the APK in `dist/` are **not** tracked in
-git because they are large; see `TODO.md`.
+A prebuilt copy is available at `dist/RECCoon-1.0.0.apk` (release, signed with
+the debug key). The APK in `dist/` is **not** tracked in git. The sherpa-onnx
+runtime comes from [JitPack](https://jitpack.io) (an F-Droid-trusted Maven
+repository), so no prebuilt binary lives in this repository.
## Recording
-- `WavRecorder` uses `AudioRecord` (MIC source) to capture 16-bit PCM at
- 44100 Hz into a temporary file, then rewrites a correct 44-byte RIFF/WAVE
- header when recording stops. It uses stereo when available and falls back to
- mono, and reports per-channel peak levels to the UI.
+- `WavRecorder` uses `AudioRecord` (MIC source, or `VOICE_COMMUNICATION` for
+ Bluetooth SCO) to capture 16-bit PCM at 44100 Hz into a temporary file, then
+ rewrites a correct 44-byte RIFF/WAVE header when recording stops. It uses
+ stereo when available and falls back to mono, and reports per-channel peak
+ levels to the UI. A selected input device is applied with
+ `AudioRecord.setPreferredDevice`.
- `RecordingService` is a microphone-typed foreground service started while
recording, so capture continues when the app is in the background.
- `MainActivity` handles the runtime permissions, the timer, the level meters
@@ -79,32 +94,65 @@ git because they are large; see `TODO.md`.
(MediaStore or file), **Export** (writes `.txt` and `.srt` to Downloads) and
**Delete** (removes the WAV and its sidecars).
- Transcript words are clickable: tapping a word seeks the player to it. Word
- timings come from Whisper token timestamps when available, otherwise the
+ timings come from the model's token timestamps when available, otherwise the
segment is divided between its words.
## On-device transcription
-- `TranscriptionEngine` streams the WAV, resamples it to 16 kHz and segments it
- with Silero VAD, then decodes each speech segment with a multilingual Whisper
- model through sherpa-onnx. Streaming keeps memory bounded for long
- recordings (offline Whisper only handles 30 s at a time).
-- `ModelRepository` downloads the models on first use into app-private storage:
+- `TranscriptionEngine` reads the recording through `PcmAudioSource`, which
+ parses WAV directly and decodes compressed files (AAC/M4A) with
+ `MediaExtractor` + `MediaCodec`, resamples to 16 kHz and segments the audio
+ with Silero VAD, then decodes each speech segment with the Parakeet v3
+ transducer through sherpa-onnx. Streaming keeps memory bounded for long
+ recordings.
+- `ModelRepository` downloads the model on first use:
| Model | Size | Notes |
|---|---|---|
- | Whisper tiny (int8, multilingual) | ~99 MB | faster, lower accuracy |
- | Whisper base (int8, multilingual) | ~154 MB | default, better Italian |
-
- Both include the small Silero VAD model (~0.6 MB). Files come from the
- sherpa-onnx Whisper model repos on Hugging Face and the sherpa-onnx GitHub
- release.
-- Language can be forced to English (`en`) or Italian (`it`), or left on
- **Auto detect**.
+ | Parakeet v3 (int8, 25 languages) | ~670 MB | only model, multilingual, large download |
+
+ It includes the small Silero VAD model (~0.6 MB). Files come from the
+ sherpa-onnx model repo on Hugging Face and the sherpa-onnx GitHub release.
+ Models are stored in the app-specific external folder
+ `/sdcard/Android/data/com.tomcooks.reccoon/files/models/` so they can be
+ side-loaded with `adb push` or copied over USB instead of downloaded in-app.
+- Parakeet v3 is a transducer, so it is loaded with `model_type="nemo_transducer"`
+ and handles language detection itself (no language picker). It needs ~670 MB of
+ storage and a large-heap device.
- Transcripts are stored as JSON sidecars in app-private storage
(`filesDir/transcripts/<recording>.json`).
+## Compact (compressed) recordings
+
+- The **Compressed (small M4A)** checkbox transcodes the finished WAV to
+ AAC-LC (48 kbps per channel) with `AudioCompressor` and saves that instead.
+ Markers are kept as a JSON sidecar. Use it when storage matters more than
+ bit-exact audio.
+- `tools/whistle-eval/` contains a desktop harness that compares Whisper,
+ Parakeet and Cactus Whistle; see its README for the results.
+
+## Live monitoring and discard
+
+- **Monitor** plays the incoming audio back through the selected output device while
+ recording. The output picker mirrors the mic picker (Auto, phone speaker, wired,
+ USB, Bluetooth). `LiveMonitor` owns an `AudioTrack` on its own thread with a small
+ bounded queue, so a slow output (for example Bluetooth A2DP) drops monitor chunks
+ instead of blocking the capture loop and corrupting the recording. Headphones are
+ strongly recommended — the phone speaker feeds back.
+- **Discard** stops the recording and deletes the temporary file without saving it,
+ for takes that are obviously bad.
+
+## License
+
+RECCoon is free software, released under the **GNU General Public License,
+version 3 or later** (see `LICENSE`). The Parakeet v3 model is
+[NVIDIA Parakeet TDT 0.6B v3](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3),
+licensed CC-BY-4.0.
+
## Native libraries and APK size
-The APK bundles the sherpa-onnx/onnxruntime native libraries for `arm64-v8a`
-and `x86_64`, so it is around 72 MB. Removing `x86_64` from the `abiFilters`
-in `app/build.gradle.kts` roughly halves the APK size for phone-only builds.
+The APK bundles the sherpa-onnx/onnxruntime native libraries only for
+`arm64-v8a` (`abiFilters` in `app/build.gradle.kts`), which keeps it around
+35–40 MB. Including `x86_64` as well would roughly double it; that is only
+needed for x86 emulators. The ~670 MB Parakeet model is downloaded at runtime,
+not bundled.
diff --git a/TODO.md b/TODO.md
index 1fa9671..76c4ea6 100644
--- a/TODO.md
+++ b/TODO.md
@@ -1,5 +1,118 @@
# RECCoon TODO
+## Requested (2026-10-05)
+
+### 1. Compare transcription models (Whisper / Parakeet / Whistle)
+
+#### 1a. Parakeet TDT 0.6B v3 — **done, integrated**
+
+- [x] **Test NVIDIA Parakeet v3** (`csukuangfj/sherpa-onnx-nemo-parakeet-tdt-0.6b-v3-int8`).
+ - [x] Added `parakeet_baseline.py` to `tools/whistle-eval/` and wired it into
+ `evaluate.py`.
+ - [x] Result (same six clips): average WER **3.7%** vs Whisper base 11.4% and
+ tiny 13.9%. Italian **2.8%** (vs base 16.7%) and **0%** on the noisy
+ Italian clip. The only errors are number formatting.
+ - [x] sherpa-onnx already supports it (`model_type="nemo_transducer"`), so no new
+ runtime is needed.
+ - [x] Integrated into the app: `ModelRepository.Model.PARAKEET_V3`,
+ `TranscriptionEngine` builds an `OfflineTransducerModelConfig`, and the
+ player model spinner lists "Parakeet v3 (best)".
+ - [ ] Verify decoding and memory use on a real phone; the int8 model is
+ ~670 MB (~652 MB encoder) and needs a large-heap device.
+ - [x] Removed the Whisper tiny/base options: Parakeet v3 is now the only model
+ (and therefore the default). The language picker was removed too, since
+ Parakeet handles language by itself. The `Model` enum keeps room for more
+ models later.
+ - [ ] Consider a smaller multilingual Parakeet/Canary variant if device RAM is tight.
+
+#### 1b. Cactus Whistle — tested, not integrated
+
+- [~] **Check whether Cactus Whistle transcribes better than multilingual Whisper.**
+ Reference: <https://huggingface.co/mrfakename/whistle-ONNX> (ONNX export of
+ `Cactus-Compute/whistle`; supports en/de/fr/es/it/nl/pl). Motivation: Whisper
+ makes many mistakes, and a smaller model could replace the ~50 MB sherpa-onnx
+ AAR and fix the git push problem.
+ - [x] Build a desktop evaluation harness under `tools/whistle-eval/` (`setup.sh`,
+ `evaluate.py`, `whisper_baseline.py`, `build-data.mjs`).
+ - [x] Baseline + metric: the harness runs Whisper tiny/base through the same
+ sherpa-onnx 1.13.8 version the app bundles and reports WER.
+ - [x] First result (2026-10-05, six TTS clips, EN + IT): Whistle is **competitive
+ but not a clear win** — average WER 11.8% vs Whisper base 11.4% and tiny
+ 13.9%. On Italian Whistle was best (16.1% vs base 16.7%, tiny 23.2%); on
+ English tiny was best. See `tools/whistle-eval/README.md`.
+ - [ ] Decide the Android port after running the harness on **real RECCoon
+ recordings** — the TTS result is too close to call.
+ - [x] Feasibility: Whistle is a custom *Needle* encoder/decoder, **not** Whisper, so
+ sherpa-onnx cannot load it. An Android port needs `onnxruntime-android` plus
+ the mel filterbank, BPE tokenizer and engram features from `js/` /
+ `whistle.pack`.
+ - [x] Distribution: `whistle.pack` is ~17 MB (fits GitHub); the fp32 ONNX data is
+ ~145 MB. `build-data.mjs` reconstructs the `.onnx.data` files from the pack
+ byte-exactly, so only the pack needs to ship.
+ - [x] Decision: **do not add Whistle to the model picker** — Parakeet v3 is both
+ more accurate and supported by sherpa-onnx, so the custom-architecture port
+ is not worth it.
+
+### 2. Compact (compressed) recordings
+
+- [~] **Switch on the main screen to save very small compressed files instead of WAV.**
+ - [x] Codec: AAC-LC in MP4 (`.m4a`) for universal `MediaCodec` support; bitrate is
+ 48 kbps per channel (`AudioCompressor`).
+ - [x] Added a **Compressed (small M4A)** checkbox under the record button, persisted
+ as `compress_recordings`.
+ - [x] The temporary WAV is transcoded to `.m4a` after stopping and then deleted; the
+ M4A is saved to Downloads instead of the WAV.
+ - [x] Markers still work through the existing JSON sidecar (M4A has no `cue ` chunk).
+ - [x] `TranscriptionEngine` now streams through `PcmAudioSource`, which decodes
+ compressed files with `MediaExtractor`/`MediaCodec`, so transcription still
+ works on M4A.
+ - [ ] Measure the size win and the transcription-quality impact on a real device and
+ write the numbers here. Expected size: ~22 MB/hour mono instead of ~317 MB.
+
+### 3. Forced microphone input (BT-Mic-Force)
+
+- [~] **Integrate the BT-Mic-Force mic-forcing feature into RECCoon.**
+ - [x] Added a **Mic** spinner (Auto / Phone mic / detected inputs) to the main
+ screen.
+ - [x] The choice is routed into `WavRecorder` via `AudioRecord.setPreferredDevice`
+ and the `AudioManager` SCO mode (`setMode`, `startBluetoothSco`,
+ `setBluetoothScoOn`).
+ - [x] Added `MODIFY_AUDIO_SETTINGS`, `BLUETOOTH_CONNECT` and (pre-31)
+ `BLUETOOTH`/`BLUETOOTH_ADMIN` permissions; `BLUETOOTH_CONNECT` is requested
+ only when a Bluetooth input is selected.
+ - [x] Reused the existing `AudioRecord` capture path; no second foreground service.
+ - [ ] Verify that Bluetooth SCO actually routes audio on a real device.
+
+### 4. Live monitoring, output picker, and quick discard
+
+- [x] **Live monitoring** (`Monitor` checkbox + output picker). `LiveMonitor` plays the
+ captured PCM through `AudioTrack` on a dedicated thread with a bounded queue, so
+ a slow output never stalls the recording. Output devices are listed like the mic
+ picker (Auto / phone speaker / wired / USB / Bluetooth). Feedback warning when
+ monitoring is enabled.
+- [x] **Stop and discard.** A **Discard** button stops the recording and deletes the
+ temporary file without saving.
+- [ ] Verify latency and routing on real devices (wired, Bluetooth A2DP, BT LE).
+ Bluetooth A2DP adds unavoidable latency; note whether it is usable.
+- [ ] Consider requesting audio focus and muting monitoring automatically when the
+ selected output is the built-in speaker.
+
+### 5. Rotation feedback (Alberto, from 1.4.0-alpha)
+
+- [x] **Level meters look upside down when the phone is turned.** Cause: both
+ activities were locked to `screenOrientation="portrait"`, so nothing followed
+ the device.
+ - [x] Removed the portrait lock so the UI rotates with the device.
+ - [x] Added `configChanges="orientation|screenSize|..."` so a rotation does not
+ recreate the activity and interrupt an in-progress recording.
+ - [x] **L/R swapped in landscape.** Android exposes the two mic channels in a fixed
+ device order; it does not tell the app which physical mic is which, so this is
+ not reliably auto-detectable. Added a persisted **Swap L/R** checkbox that
+ exchanges the channels in `WavRecorder`, so both the meters and the saved WAV
+ match the user's left/right.
+ - [ ] Confirm on a real device that rotating mid-recording keeps the recording and
+ the meters upright, and that Swap L/R fixes the inverted meters.
+
## Build / distribution
- [ ] **The sherpa-onnx binaries are too large to keep in git.** The Android
diff --git a/app/build.gradle.kts b/app/build.gradle.kts
index 1e4768a..1f5fb20 100644
--- a/app/build.gradle.kts
+++ b/app/build.gradle.kts
@@ -3,7 +3,7 @@ plugins {
}
android {
- namespace = "com.wuhei.reccoon"
+ namespace = "com.tomcooks.reccoon"
compileSdk {
version = release(37) {
@@ -12,15 +12,16 @@ android {
}
defaultConfig {
- applicationId = "com.wuhei.reccoon"
+ applicationId = "com.tomcooks.reccoon"
minSdk = 26
targetSdk = 35
- versionCode = 6
- versionName = "1.4.0-alpha"
+ versionCode = 1
+ versionName = "1.0.0"
ndk {
- // Prebuilt sherpa-onnx / onnxruntime native libraries.
- abiFilters += listOf("arm64-v8a", "x86_64")
+ // Prebuilt sherpa-onnx / onnxruntime native libraries. Only arm64 is
+ // shipped; x86_64 was only useful for emulators and doubled the APK.
+ abiFilters += listOf("arm64-v8a")
}
}
@@ -58,8 +59,10 @@ dependencies {
// Kotlin runtime required by the sherpa-onnx Kotlin API.
implementation("org.jetbrains.kotlin:kotlin-stdlib:2.4.20")
- // On-device speech recognition (Whisper multilingual: English + Italian).
- implementation(files("libs/sherpa-onnx-1.13.8.aar"))
+ // On-device speech recognition runtime (loads the Parakeet ONNX graphs).
+ // Pulled from JitPack (an F-Droid-trusted Maven repository) so no prebuilt
+ // binary has to live in this repo. Byte-identical to the official AAR.
+ implementation("com.github.k2-fsa.sherpa-onnx:sherpa-onnx:1.13.8@aar")
testImplementation("junit:junit:4.13.2")
}
diff --git a/app/src/main/AndroidManifest.xml b/app/src/main/AndroidManifest.xml
index 791d668..eecbcc1 100644
--- a/app/src/main/AndroidManifest.xml
+++ b/app/src/main/AndroidManifest.xml
@@ -2,11 +2,22 @@
<manifest xmlns:android="http://schemas.android.com/apk/res/android">
<uses-permission android:name="android.permission.RECORD_AUDIO" />
+ <uses-permission android:name="android.permission.MODIFY_AUDIO_SETTINGS" />
+ <uses-permission
+ android:name="android.permission.BLUETOOTH_CONNECT" />
+ <uses-permission
+ android:name="android.permission.BLUETOOTH"
+ android:maxSdkVersion="30" />
+ <uses-permission
+ android:name="android.permission.BLUETOOTH_ADMIN"
+ android:maxSdkVersion="30" />
<uses-permission android:name="android.permission.INTERNET" />
<uses-permission android:name="android.permission.ACCESS_NOTIFICATION_POLICY" />
<uses-permission android:name="android.permission.FOREGROUND_SERVICE" />
<uses-permission android:name="android.permission.FOREGROUND_SERVICE_MICROPHONE" />
+ <uses-permission android:name="android.permission.FOREGROUND_SERVICE_DATA_SYNC" />
<uses-permission android:name="android.permission.POST_NOTIFICATIONS" />
+ <uses-permission android:name="android.permission.WAKE_LOCK" />
<uses-permission
android:name="android.permission.WRITE_EXTERNAL_STORAGE"
android:maxSdkVersion="28" />
@@ -24,10 +35,16 @@
android:supportsRtl="true"
android:theme="@style/Theme.Reccoon">
+ <!--
+ No screenOrientation lock: the UI rotates with the device so the level
+ meters and waveform stay upright. configChanges keeps the activity (and
+ the in-progress WavRecorder) alive across a rotation instead of recreating
+ it.
+ -->
<activity
android:name=".MainActivity"
- android:exported="true"
- android:screenOrientation="portrait">
+ android:configChanges="orientation|screenSize|screenLayout|smallestScreenSize|keyboardHidden|uiMode"
+ android:exported="true">
<intent-filter>
<action android:name="android.intent.action.MAIN" />
<category android:name="android.intent.category.LAUNCHER" />
@@ -36,14 +53,19 @@
<activity
android:name=".PlayerActivity"
- android:exported="false"
- android:screenOrientation="portrait" />
+ android:configChanges="orientation|screenSize|screenLayout|smallestScreenSize|keyboardHidden|uiMode"
+ android:exported="false" />
<service
android:name=".RecordingService"
android:exported="false"
android:foregroundServiceType="microphone" />
+ <service
+ android:name=".ModelDownloadService"
+ android:exported="false"
+ android:foregroundServiceType="dataSync" />
+
<provider
android:name="androidx.core.content.FileProvider"
android:authorities="${applicationId}.fileprovider"
diff --git a/app/src/main/java/com/tomcooks/reccoon/AudioCompressor.java b/app/src/main/java/com/tomcooks/reccoon/AudioCompressor.java
new file mode 100644
index 0000000..168cf53
--- /dev/null
+++ b/app/src/main/java/com/tomcooks/reccoon/AudioCompressor.java
@@ -0,0 +1,139 @@
+package com.tomcooks.reccoon;
+
+import android.media.MediaCodec;
+import android.media.MediaCodecInfo;
+import android.media.MediaFormat;
+import android.media.MediaMuxer;
+
+import java.io.BufferedInputStream;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.nio.ByteBuffer;
+
+/**
+ * Transcodes a PCM WAV file into a small AAC-LC MP4/M4A file.
+ *
+ * <p>AAC-LC is used because every Android device ships an encoder for it,
+ * unlike Opus. At speech bitrates the result is roughly 10-20× smaller than the
+ * 44.1 kHz 16-bit WAV (for example ~22 MB per hour at 48 kbps mono instead of
+ * ~317 MB). The lossy step keeps enough bandwidth (16 kHz) for speech
+ * transcription; see {@link PcmAudioSource} for decoding it again.
+ */
+public final class AudioCompressor {
+
+ private static final long TIMEOUT_US = 10_000;
+ private static final int CHUNK_FRAMES = 4096;
+
+ private AudioCompressor() {
+ }
+
+ /** @return the number of bytes written to {@code m4a}. */
+ public static long compressToM4a(File wav, File m4a) throws IOException {
+ if (m4a.exists() && !m4a.delete()) {
+ throw new IOException("Cannot replace " + m4a);
+ }
+ try (BufferedInputStream in =
+ new BufferedInputStream(new FileInputStream(wav), 256 * 1024)) {
+ TranscriptionEngine.WavInfo info = TranscriptionEngine.readWavHeader(in);
+ if (info.bitsPerSample != 16 || info.audioFormat != 1) {
+ throw new IOException("Only 16-bit PCM WAV files can be compressed");
+ }
+ encode(in, info, m4a);
+ }
+ return m4a.length();
+ }
+
+ private static void encode(InputStream pcm, TranscriptionEngine.WavInfo info, File m4a)
+ throws IOException {
+ int sampleRate = Math.max(1, info.sampleRate);
+ int channels = Math.max(1, info.channels);
+
+ MediaFormat format = MediaFormat.createAudioFormat(
+ MediaFormat.MIMETYPE_AUDIO_AAC, sampleRate, channels);
+ format.setInteger(MediaFormat.KEY_AAC_PROFILE,
+ MediaCodecInfo.CodecProfileLevel.AACObjectLC);
+ // Small but still clear for speech: 48 kbps per channel.
+ format.setInteger(MediaFormat.KEY_BIT_RATE, 48_000 * channels);
+ format.setInteger(MediaFormat.KEY_MAX_INPUT_SIZE, CHUNK_FRAMES * channels * 2);
+
+ MediaCodec codec = MediaCodec.createEncoderByType(MediaFormat.MIMETYPE_AUDIO_AAC);
+ MediaMuxer muxer = new MediaMuxer(m4a.getAbsolutePath(),
+ MediaMuxer.OutputFormat.MUXER_OUTPUT_MPEG_4);
+ boolean muxerStarted = false;
+ boolean inputDone = false;
+ boolean outputDone = false;
+ int trackIndex = -1;
+ long presentationTimeUs = 0L;
+ long remaining = info.dataSize > 0 ? info.dataSize : Long.MAX_VALUE;
+
+ try {
+ codec.configure(format, null, null, MediaCodec.CONFIGURE_FLAG_ENCODE);
+ codec.start();
+
+ byte[] buffer = new byte[CHUNK_FRAMES * channels * 2];
+ MediaCodec.BufferInfo bufferInfo = new MediaCodec.BufferInfo();
+
+ while (!outputDone) {
+ if (!inputDone) {
+ int inIndex = codec.dequeueInputBuffer(TIMEOUT_US);
+ if (inIndex >= 0) {
+ ByteBuffer input = codec.getInputBuffer(inIndex);
+ int capacity = input == null ? buffer.length : input.capacity();
+ int toRead = (int) Math.min(Math.min(buffer.length, remaining), capacity);
+ int read = toRead <= 0 ? -1 : pcm.read(buffer, 0, toRead);
+ if (read < 0) {
+ codec.queueInputBuffer(inIndex, 0, 0, presentationTimeUs,
+ MediaCodec.BUFFER_FLAG_END_OF_STREAM);
+ inputDone = true;
+ } else {
+ remaining -= read;
+ input.clear();
+ input.put(buffer, 0, read);
+ codec.queueInputBuffer(inIndex, 0, read, presentationTimeUs, 0);
+ long frames = read / (channels * 2L);
+ presentationTimeUs += frames * 1_000_000L / sampleRate;
+ }
+ }
+ }
+
+ int outIndex = codec.dequeueOutputBuffer(bufferInfo, TIMEOUT_US);
+ if (outIndex == MediaCodec.INFO_OUTPUT_FORMAT_CHANGED) {
+ trackIndex = muxer.addTrack(codec.getOutputFormat());
+ muxer.start();
+ muxerStarted = true;
+ } else if (outIndex >= 0) {
+ ByteBuffer output = codec.getOutputBuffer(outIndex);
+ if ((bufferInfo.flags & MediaCodec.BUFFER_FLAG_CODEC_CONFIG) != 0) {
+ bufferInfo.size = 0;
+ }
+ if (bufferInfo.size > 0 && muxerStarted && output != null) {
+ output.position(bufferInfo.offset);
+ output.limit(bufferInfo.offset + bufferInfo.size);
+ muxer.writeSampleData(trackIndex, output, bufferInfo);
+ }
+ codec.releaseOutputBuffer(outIndex, false);
+ if ((bufferInfo.flags & MediaCodec.BUFFER_FLAG_END_OF_STREAM) != 0) {
+ outputDone = true;
+ }
+ }
+ }
+ } finally {
+ try {
+ codec.stop();
+ } catch (Exception ignored) {
+ // Ignore.
+ }
+ codec.release();
+ if (muxerStarted) {
+ try {
+ muxer.stop();
+ } catch (Exception ignored) {
+ // Ignore.
+ }
+ }
+ muxer.release();
+ }
+ }
+}
diff --git a/app/src/main/java/com/wuhei/reccoon/Formats.java b/app/src/main/java/com/tomcooks/reccoon/Formats.java
index 37e0909..338fd58 100644
--- a/app/src/main/java/com/wuhei/reccoon/Formats.java
+++ b/app/src/main/java/com/tomcooks/reccoon/Formats.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import java.util.Locale;
@@ -17,7 +17,7 @@ public final class Formats {
if (core.startsWith("reccoon-")) {
core = core.substring("reccoon-".length());
}
- if (core.endsWith(".wav")) {
+ if (core.endsWith(".wav") || core.endsWith(".m4a")) {
core = core.substring(0, core.length() - 4);
}
String[] parts = core.split("-");
diff --git a/app/src/main/java/com/wuhei/reccoon/InsetsHelper.java b/app/src/main/java/com/tomcooks/reccoon/InsetsHelper.java
index 660fa64..27939be 100644
--- a/app/src/main/java/com/wuhei/reccoon/InsetsHelper.java
+++ b/app/src/main/java/com/tomcooks/reccoon/InsetsHelper.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.view.View;
diff --git a/app/src/main/java/com/wuhei/reccoon/LevelMeterView.java b/app/src/main/java/com/tomcooks/reccoon/LevelMeterView.java
index d4b13e3..362ee6a 100644
--- a/app/src/main/java/com/wuhei/reccoon/LevelMeterView.java
+++ b/app/src/main/java/com/tomcooks/reccoon/LevelMeterView.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
import android.graphics.Canvas;
diff --git a/app/src/main/java/com/tomcooks/reccoon/LiveMonitor.java b/app/src/main/java/com/tomcooks/reccoon/LiveMonitor.java
new file mode 100644
index 0000000..6366d84
--- /dev/null
+++ b/app/src/main/java/com/tomcooks/reccoon/LiveMonitor.java
@@ -0,0 +1,189 @@
+package com.tomcooks.reccoon;
+
+import android.content.Context;
+import android.media.AudioAttributes;
+import android.media.AudioDeviceInfo;
+import android.media.AudioFormat;
+import android.media.AudioManager;
+import android.media.AudioTrack;
+
+import java.util.ArrayDeque;
+
+/**
+ * Plays captured PCM back to a chosen output device so the user can hear what is
+ * being recorded (live monitoring / sidetone).
+ *
+ * <p>The monitor is decoupled from the capture loop by a small bounded queue and
+ * a dedicated thread: if the output device is slow (for example Bluetooth A2DP
+ * with its inherent latency) chunks are dropped instead of stalling the
+ * recorder and corrupting the recording.
+ *
+ * <p>With the phone speaker as the output and the phone microphone as the input
+ * there will be feedback, so headphones are recommended.
+ */
+public final class LiveMonitor {
+
+ private static final int MAX_QUEUED_CHUNKS = 8;
+
+ private final AudioManager audioManager;
+ private final ArrayDeque<byte[]> queue = new ArrayDeque<>();
+
+ private AudioTrack track;
+ private Thread thread;
+ private volatile boolean running;
+ private int preferredDeviceId = -1;
+
+ public LiveMonitor(Context context) {
+ audioManager = (AudioManager) context.getApplicationContext()
+ .getSystemService(Context.AUDIO_SERVICE);
+ }
+
+ public void setPreferredDeviceId(int deviceId) {
+ this.preferredDeviceId = deviceId;
+ }
+
+ public boolean isRunning() {
+ return running;
+ }
+
+ /** @return true when the output could be opened and playback started. */
+ public boolean start(int sampleRate, int channels) {
+ stop();
+ int channelMask = channels > 1
+ ? AudioFormat.CHANNEL_OUT_STEREO : AudioFormat.CHANNEL_OUT_MONO;
+ int minBuffer = AudioTrack.getMinBufferSize(
+ sampleRate, channelMask, AudioFormat.ENCODING_PCM_16BIT);
+ int target = sampleRate * channels * 2 / 5; // ~200 ms
+ int bufferSize = Math.max(Math.max(minBuffer, target), 1024);
+
+ try {
+ track = new AudioTrack.Builder()
+ .setAudioAttributes(new AudioAttributes.Builder()
+ .setUsage(AudioAttributes.USAGE_MEDIA)
+ .setContentType(AudioAttributes.CONTENT_TYPE_SPEECH)
+ .build())
+ .setAudioFormat(new AudioFormat.Builder()
+ .setEncoding(AudioFormat.ENCODING_PCM_16BIT)
+ .setSampleRate(sampleRate)
+ .setChannelMask(channelMask)
+ .build())
+ .setBufferSizeInBytes(bufferSize)
+ .setTransferMode(AudioTrack.MODE_STREAM)
+ .setPerformanceMode(AudioTrack.PERFORMANCE_MODE_LOW_LATENCY)
+ .build();
+ } catch (Exception e) {
+ track = null;
+ return false;
+ }
+
+ if (track.getState() != AudioTrack.STATE_INITIALIZED) {
+ track.release();
+ track = null;
+ return false;
+ }
+ applyPreferredDevice();
+ try {
+ track.play();
+ } catch (Exception e) {
+ track.release();
+ track = null;
+ return false;
+ }
+
+ running = true;
+ thread = new Thread(this::loop, "reccoon-monitor");
+ thread.start();
+ return true;
+ }
+
+ /** Queues a chunk of PCM to play. Safe to call from the capture thread. */
+ public void write(byte[] data, int length) {
+ if (!running || data == null || length <= 0) {
+ return;
+ }
+ byte[] copy = new byte[length];
+ System.arraycopy(data, 0, copy, 0, length);
+ synchronized (queue) {
+ while (queue.size() >= MAX_QUEUED_CHUNKS) {
+ queue.pollFirst();
+ }
+ queue.addLast(copy);
+ queue.notifyAll();
+ }
+ }
+
+ private void loop() {
+ while (running) {
+ byte[] chunk;
+ synchronized (queue) {
+ while (running && queue.isEmpty()) {
+ try {
+ queue.wait(100);
+ } catch (InterruptedException e) {
+ Thread.currentThread().interrupt();
+ break;
+ }
+ }
+ chunk = queue.pollFirst();
+ }
+ if (chunk == null) {
+ continue;
+ }
+ AudioTrack target = track;
+ if (target != null) {
+ try {
+ target.write(chunk, 0, chunk.length);
+ } catch (Exception ignored) {
+ // Drop this chunk and keep going.
+ }
+ }
+ }
+ }
+
+ public void stop() {
+ running = false;
+ synchronized (queue) {
+ queue.clear();
+ queue.notifyAll();
+ }
+ Thread current = thread;
+ thread = null;
+ if (current != null) {
+ try {
+ current.join(500);
+ } catch (InterruptedException e) {
+ Thread.currentThread().interrupt();
+ }
+ }
+ AudioTrack target = track;
+ track = null;
+ if (target != null) {
+ try {
+ target.stop();
+ } catch (Exception ignored) {
+ // Ignore.
+ }
+ try {
+ target.release();
+ } catch (Exception ignored) {
+ // Ignore.
+ }
+ }
+ }
+
+ private void applyPreferredDevice() {
+ if (preferredDeviceId < 0 || audioManager == null || track == null) {
+ return;
+ }
+ try {
+ for (AudioDeviceInfo device : audioManager.getDevices(AudioManager.GET_DEVICES_OUTPUTS)) {
+ if (device.getId() == preferredDeviceId) {
+ track.setPreferredDevice(device);
+ return;
+ }
+ }
+ } catch (Exception ignored) {
+ // Keep the default output.
+ }
+ }
+}
diff --git a/app/src/main/java/com/wuhei/reccoon/MainActivity.java b/app/src/main/java/com/tomcooks/reccoon/MainActivity.java
index d11726f..b350965 100644
--- a/app/src/main/java/com/wuhei/reccoon/MainActivity.java
+++ b/app/src/main/java/com/tomcooks/reccoon/MainActivity.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.Manifest;
import android.animation.ObjectAnimator;
@@ -9,6 +9,8 @@ import android.content.Context;
import android.content.Intent;
import android.content.SharedPreferences;
import android.content.pm.PackageManager;
+import android.media.AudioDeviceInfo;
+import android.media.AudioManager;
import android.media.MediaScannerConnection;
import android.net.Uri;
import android.os.Build;
@@ -23,12 +25,14 @@ import android.text.InputType;
import android.view.LayoutInflater;
import android.view.View;
import android.view.WindowManager;
+import android.widget.ArrayAdapter;
import android.widget.Button;
import android.widget.EditText;
import android.widget.FrameLayout;
import android.widget.ImageButton;
import android.widget.ImageView;
import android.widget.LinearLayout;
+import android.widget.Spinner;
import android.widget.TextView;
import android.widget.Toast;
@@ -58,6 +62,17 @@ public class MainActivity extends AppCompatActivity {
private static final String PREF_COUNTER = "counter";
private static final String PREF_SILENCE = "silence_notifications";
private static final String PREF_MONO = "mono_recording";
+ private static final String PREF_COMPRESS = "compress_recordings";
+ private static final String PREF_INPUT = "input_device";
+ private static final String PREF_SWAP = "swap_channels";
+ private static final String PREF_MONITOR = "live_monitor";
+ private static final String PREF_OUTPUT = "output_device";
+
+ /** Spinner positions that are not a concrete {@link AudioDeviceInfo}. */
+ private static final int INPUT_AUTO = -1;
+ private static final int INPUT_PHONE = -2;
+ private static final int OUTPUT_AUTO = -1;
+ private static final int OUTPUT_SPEAKER = -2;
private ImageButton recordButton;
private ImageView recIndicator;
@@ -67,7 +82,15 @@ public class MainActivity extends AppCompatActivity {
private WaveformView waveformView;
private AppCompatCheckBox silenceCheckbox;
private AppCompatCheckBox monoCheckbox;
+ private AppCompatCheckBox compressCheckbox;
+ private AppCompatCheckBox swapCheckbox;
+ private AppCompatCheckBox monitorCheckbox;
+ private Spinner inputSpinner;
+ private Spinner outputSpinner;
+ private final List<AudioDeviceInfo> inputDevices = new ArrayList<>();
+ private final List<AudioDeviceInfo> outputDevices = new ArrayList<>();
private Button markButton;
+ private Button discardButton;
private LinearLayout recordingsContainer;
private TextView emptyText;
private int savedInterruptionFilter = -1;
@@ -96,7 +119,13 @@ public class MainActivity extends AppCompatActivity {
waveformView = findViewById(R.id.waveformView);
silenceCheckbox = findViewById(R.id.silenceCheckbox);
monoCheckbox = findViewById(R.id.monoCheckbox);
+ compressCheckbox = findViewById(R.id.compressCheckbox);
+ swapCheckbox = findViewById(R.id.swapCheckbox);
+ monitorCheckbox = findViewById(R.id.monitorCheckbox);
+ inputSpinner = findViewById(R.id.inputSpinner);
+ outputSpinner = findViewById(R.id.outputSpinner);
markButton = findViewById(R.id.markButton);
+ discardButton = findViewById(R.id.discardButton);
recordingsContainer = findViewById(R.id.recordingsContainer);
emptyText = findViewById(R.id.emptyText);
@@ -114,7 +143,17 @@ public class MainActivity extends AppCompatActivity {
setUpSilence();
setUpMono();
+ setUpCompress();
+ setUpSwap();
+ setUpMonitor();
+ populateInputDevices();
+ populateOutputDevices();
markButton.setOnClickListener(v -> addMarker());
+ discardButton.setOnClickListener(v -> {
+ if (recording && !busy) {
+ stopRecording(true);
+ }
+ });
InsetsHelper.apply(findViewById(R.id.root));
blinkAnimator = ObjectAnimator.ofFloat(recIndicator, View.ALPHA, 1f, 0.15f);
@@ -128,6 +167,12 @@ public class MainActivity extends AppCompatActivity {
@Override
protected void onResume() {
super.onResume();
+ if (inputDevices.isEmpty()) {
+ populateInputDevices();
+ }
+ if (outputDevices.isEmpty()) {
+ populateOutputDevices();
+ }
renderRecordings();
}
@@ -174,7 +219,7 @@ public class MainActivity extends AppCompatActivity {
return;
}
if (recording) {
- stopRecordingAndSave();
+ stopRecording(false);
return;
}
List<String> missing = missingPermissions();
@@ -196,6 +241,12 @@ public class MainActivity extends AppCompatActivity {
!= PackageManager.PERMISSION_GRANTED) {
missing.add(Manifest.permission.WRITE_EXTERNAL_STORAGE);
}
+ if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.S
+ && (selectedInputIsBluetooth() || selectedOutputIsBluetooth())
+ && ContextCompat.checkSelfPermission(this, Manifest.permission.BLUETOOTH_CONNECT)
+ != PackageManager.PERMISSION_GRANTED) {
+ missing.add(Manifest.permission.BLUETOOTH_CONNECT);
+ }
return missing;
}
@@ -209,6 +260,7 @@ public class MainActivity extends AppCompatActivity {
}
if (ContextCompat.checkSelfPermission(this, Manifest.permission.RECORD_AUDIO)
== PackageManager.PERMISSION_GRANTED) {
+ populateInputDevices();
startRecording();
} else {
Toast.makeText(this, R.string.err_permission, Toast.LENGTH_LONG).show();
@@ -239,6 +291,316 @@ public class MainActivity extends AppCompatActivity {
});
}
+ private void setUpCompress() {
+ SharedPreferences prefs = getSharedPreferences(PREFS, MODE_PRIVATE);
+ compressCheckbox.setChecked(prefs.getBoolean(PREF_COMPRESS, false));
+ compressCheckbox.setOnCheckedChangeListener((button, checked) ->
+ getSharedPreferences(PREFS, MODE_PRIVATE)
+ .edit().putBoolean(PREF_COMPRESS, checked).apply());
+ }
+
+ private void setUpSwap() {
+ SharedPreferences prefs = getSharedPreferences(PREFS, MODE_PRIVATE);
+ swapCheckbox.setChecked(prefs.getBoolean(PREF_SWAP, false));
+ swapCheckbox.setOnCheckedChangeListener((button, checked) ->
+ getSharedPreferences(PREFS, MODE_PRIVATE)
+ .edit().putBoolean(PREF_SWAP, checked).apply());
+ }
+
+ private void setUpMonitor() {
+ SharedPreferences prefs = getSharedPreferences(PREFS, MODE_PRIVATE);
+ monitorCheckbox.setChecked(prefs.getBoolean(PREF_MONITOR, false));
+ monitorCheckbox.setOnCheckedChangeListener((button, checked) -> {
+ getSharedPreferences(PREFS, MODE_PRIVATE)
+ .edit().putBoolean(PREF_MONITOR, checked).apply();
+ if (checked) {
+ Toast.makeText(this, R.string.monitor_warning, Toast.LENGTH_LONG).show();
+ }
+ });
+ }
+
+ // --- Output source for live monitoring ---------------------------------
+
+ private void populateOutputDevices() {
+ int selected = getSharedPreferences(PREFS, MODE_PRIVATE).getInt(PREF_OUTPUT, OUTPUT_AUTO);
+ outputDevices.clear();
+ List<String> labels = new ArrayList<>();
+ labels.add(getString(R.string.output_auto));
+ labels.add(getString(R.string.output_speaker));
+
+ AudioManager manager = (AudioManager) getSystemService(Context.AUDIO_SERVICE);
+ if (manager != null) {
+ try {
+ for (AudioDeviceInfo device : manager.getDevices(AudioManager.GET_DEVICES_OUTPUTS)) {
+ // The built-in speaker is already covered by the entry above.
+ if (device.getType() == AudioDeviceInfo.TYPE_BUILTIN_SPEAKER) {
+ continue;
+ }
+ outputDevices.add(device);
+ labels.add(describeOutput(device));
+ }
+ } catch (Exception ignored) {
+ // No device list available.
+ }
+ }
+
+ ArrayAdapter<String> adapter = new ArrayAdapter<>(this,
+ android.R.layout.simple_spinner_item, labels);
+ adapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item);
+ outputSpinner.setAdapter(adapter);
+
+ if (selected == OUTPUT_SPEAKER) {
+ outputSpinner.setSelection(1);
+ return;
+ }
+ for (int i = 0; i < outputDevices.size(); i++) {
+ if (outputDevices.get(i).getId() == selected) {
+ outputSpinner.setSelection(i + 2);
+ return;
+ }
+ }
+ outputSpinner.setSelection(0);
+ }
+
+ /** Resolves the spinner to a concrete device id, or -1 for the default. */
+ private int resolveOutputDeviceId() {
+ int position = outputSpinner.getSelectedItemPosition();
+ if (position == 1) {
+ return findBuiltinSpeakerId();
+ }
+ if (position >= 2 && position - 2 < outputDevices.size()) {
+ return outputDevices.get(position - 2).getId();
+ }
+ return OUTPUT_AUTO;
+ }
+
+ private int selectedOutputId() {
+ int position = outputSpinner.getSelectedItemPosition();
+ if (position == 1) {
+ return OUTPUT_SPEAKER;
+ }
+ if (position >= 2 && position - 2 < outputDevices.size()) {
+ return outputDevices.get(position - 2).getId();
+ }
+ return OUTPUT_AUTO;
+ }
+
+ private boolean selectedOutputIsBluetooth() {
+ int position = outputSpinner.getSelectedItemPosition();
+ return position >= 2 && position - 2 < outputDevices.size()
+ && isBluetoothOutput(outputDevices.get(position - 2));
+ }
+
+ private static boolean isBluetoothOutput(AudioDeviceInfo device) {
+ int type = device.getType();
+ return type == AudioDeviceInfo.TYPE_BLUETOOTH_A2DP
+ || type == AudioDeviceInfo.TYPE_BLUETOOTH_SCO
+ || type == AudioDeviceInfo.TYPE_BLE_HEADSET
+ || type == AudioDeviceInfo.TYPE_BLE_SPEAKER;
+ }
+
+ private int findBuiltinSpeakerId() {
+ AudioManager manager = (AudioManager) getSystemService(Context.AUDIO_SERVICE);
+ if (manager == null) {
+ return OUTPUT_AUTO;
+ }
+ try {
+ for (AudioDeviceInfo device : manager.getDevices(AudioManager.GET_DEVICES_OUTPUTS)) {
+ if (device.getType() == AudioDeviceInfo.TYPE_BUILTIN_SPEAKER) {
+ return device.getId();
+ }
+ }
+ } catch (Exception ignored) {
+ // Fall through to the default output.
+ }
+ return OUTPUT_AUTO;
+ }
+
+ private static String describeOutput(AudioDeviceInfo device) {
+ String type;
+ switch (device.getType()) {
+ case AudioDeviceInfo.TYPE_BLUETOOTH_A2DP:
+ type = "Bluetooth";
+ break;
+ case AudioDeviceInfo.TYPE_BLUETOOTH_SCO:
+ type = "Bluetooth (SCO)";
+ break;
+ case AudioDeviceInfo.TYPE_BLE_HEADSET:
+ type = "Bluetooth LE headset";
+ break;
+ case AudioDeviceInfo.TYPE_BLE_SPEAKER:
+ type = "Bluetooth LE speaker";
+ break;
+ case AudioDeviceInfo.TYPE_WIRED_HEADPHONES:
+ type = "Wired headphones";
+ break;
+ case AudioDeviceInfo.TYPE_WIRED_HEADSET:
+ type = "Wired headset";
+ break;
+ case AudioDeviceInfo.TYPE_USB_DEVICE:
+ type = "USB device";
+ break;
+ case AudioDeviceInfo.TYPE_USB_HEADSET:
+ type = "USB headset";
+ break;
+ case AudioDeviceInfo.TYPE_BUILTIN_EARPIECE:
+ type = "Earpiece";
+ break;
+ default:
+ type = "Output " + device.getType();
+ break;
+ }
+ CharSequence name = device.getProductName();
+ if (name != null && name.length() > 0) {
+ type += " \u2014 " + name;
+ }
+ return type;
+ }
+
+ // --- Microphone source (BT-Mic-Force integration) ---------------------
+
+ /** A resolved microphone choice to hand to {@link WavRecorder}. */
+ private static final class InputChoice {
+ final int deviceId;
+ final boolean bluetoothSco;
+
+ InputChoice(int deviceId, boolean bluetoothSco) {
+ this.deviceId = deviceId;
+ this.bluetoothSco = bluetoothSco;
+ }
+ }
+
+ private void populateInputDevices() {
+ int selected = getSharedPreferences(PREFS, MODE_PRIVATE).getInt(PREF_INPUT, INPUT_AUTO);
+ inputDevices.clear();
+ List<String> labels = new ArrayList<>();
+ labels.add(getString(R.string.input_auto));
+ labels.add(getString(R.string.input_phone));
+
+ AudioManager manager = (AudioManager) getSystemService(Context.AUDIO_SERVICE);
+ if (manager != null
+ && ContextCompat.checkSelfPermission(this, Manifest.permission.RECORD_AUDIO)
+ == PackageManager.PERMISSION_GRANTED) {
+ try {
+ for (AudioDeviceInfo device : manager.getDevices(AudioManager.GET_DEVICES_INPUTS)) {
+ // The built-in mic is already covered by the "Phone mic" entry.
+ if (device.getType() == AudioDeviceInfo.TYPE_BUILTIN_MIC) {
+ continue;
+ }
+ inputDevices.add(device);
+ labels.add(describeInput(device));
+ }
+ } catch (Exception ignored) {
+ // No device list available.
+ }
+ }
+
+ ArrayAdapter<String> adapter = new ArrayAdapter<>(this,
+ android.R.layout.simple_spinner_item, labels);
+ adapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item);
+ inputSpinner.setAdapter(adapter);
+
+ if (selected == INPUT_PHONE) {
+ inputSpinner.setSelection(1);
+ return;
+ }
+ for (int i = 0; i < inputDevices.size(); i++) {
+ if (inputDevices.get(i).getId() == selected) {
+ inputSpinner.setSelection(i + 2);
+ return;
+ }
+ }
+ inputSpinner.setSelection(0);
+ }
+
+ private InputChoice resolveInput() {
+ int position = inputSpinner.getSelectedItemPosition();
+ if (position == 1) {
+ return new InputChoice(findBuiltinMicId(), false);
+ }
+ if (position >= 2 && position - 2 < inputDevices.size()) {
+ AudioDeviceInfo device = inputDevices.get(position - 2);
+ return new InputChoice(device.getId(), isBluetoothInput(device));
+ }
+ return new InputChoice(INPUT_AUTO, false);
+ }
+
+ private int selectedInputId() {
+ int position = inputSpinner.getSelectedItemPosition();
+ if (position == 1) {
+ return INPUT_PHONE;
+ }
+ if (position >= 2 && position - 2 < inputDevices.size()) {
+ return inputDevices.get(position - 2).getId();
+ }
+ return INPUT_AUTO;
+ }
+
+ private boolean selectedInputIsBluetooth() {
+ int position = inputSpinner.getSelectedItemPosition();
+ return position >= 2 && position - 2 < inputDevices.size()
+ && isBluetoothInput(inputDevices.get(position - 2));
+ }
+
+ private int findBuiltinMicId() {
+ AudioManager manager = (AudioManager) getSystemService(Context.AUDIO_SERVICE);
+ if (manager == null) {
+ return INPUT_AUTO;
+ }
+ try {
+ for (AudioDeviceInfo device : manager.getDevices(AudioManager.GET_DEVICES_INPUTS)) {
+ if (device.getType() == AudioDeviceInfo.TYPE_BUILTIN_MIC) {
+ return device.getId();
+ }
+ }
+ } catch (Exception ignored) {
+ // Fall through to auto.
+ }
+ return INPUT_AUTO;
+ }
+
+ private static boolean isBluetoothInput(AudioDeviceInfo device) {
+ int type = device.getType();
+ return type == AudioDeviceInfo.TYPE_BLUETOOTH_SCO
+ || type == AudioDeviceInfo.TYPE_BLE_HEADSET
+ || type == AudioDeviceInfo.TYPE_BLE_SPEAKER;
+ }
+
+ private static String describeInput(AudioDeviceInfo device) {
+ String type;
+ switch (device.getType()) {
+ case AudioDeviceInfo.TYPE_BLUETOOTH_SCO:
+ type = "Bluetooth (SCO)";
+ break;
+ case AudioDeviceInfo.TYPE_BLE_HEADSET:
+ type = "Bluetooth LE headset";
+ break;
+ case AudioDeviceInfo.TYPE_BLE_SPEAKER:
+ type = "Bluetooth LE speaker";
+ break;
+ case AudioDeviceInfo.TYPE_HEARING_AID:
+ type = "Hearing aid";
+ break;
+ case AudioDeviceInfo.TYPE_USB_DEVICE:
+ type = "USB device";
+ break;
+ case AudioDeviceInfo.TYPE_USB_HEADSET:
+ type = "USB headset";
+ break;
+ case AudioDeviceInfo.TYPE_WIRED_HEADSET:
+ type = "Wired headset";
+ break;
+ default:
+ type = "Input " + device.getType();
+ break;
+ }
+ CharSequence name = device.getProductName();
+ if (name != null && name.length() > 0) {
+ type += " \u2014 " + name;
+ }
+ return type;
+ }
+
private void addMarker() {
if (!recording) {
return;
@@ -344,13 +706,26 @@ public class MainActivity extends AppCompatActivity {
}
private void startRecording() {
+ InputChoice input = resolveInput();
+ getSharedPreferences(PREFS, MODE_PRIVATE)
+ .edit().putInt(PREF_INPUT, selectedInputId()).apply();
+ recorder.setPreferredDeviceId(input.deviceId);
+ recorder.setBluetoothSco(input.bluetoothSco);
+ recorder.setSwapChannels(swapCheckbox.isChecked());
recorder.setForceMono(monoCheckbox.isChecked());
+ recorder.setMonitoring(monitorCheckbox.isChecked());
+ recorder.setMonitorDeviceId(resolveOutputDeviceId());
+ getSharedPreferences(PREFS, MODE_PRIVATE)
+ .edit().putInt(PREF_OUTPUT, selectedOutputId()).apply();
try {
recorder.start();
} catch (Exception e) {
Toast.makeText(this, R.string.err_record, Toast.LENGTH_LONG).show();
return;
}
+ if (monitorCheckbox.isChecked() && !recorder.isMonitoring()) {
+ Toast.makeText(this, R.string.err_monitor, Toast.LENGTH_LONG).show();
+ }
recording = true;
startedAtMs = SystemClock.elapsedRealtime();
@@ -359,6 +734,7 @@ public class MainActivity extends AppCompatActivity {
levelMeter.reset();
waveformView.reset();
markButton.setEnabled(true);
+ discardButton.setEnabled(true);
applySilence(true);
recordButton.setBackgroundResource(R.drawable.bg_record_active);
recordButton.setContentDescription(getString(R.string.cd_stop));
@@ -379,7 +755,7 @@ public class MainActivity extends AppCompatActivity {
handler.post(timerRunnable);
}
- private void stopRecordingAndSave() {
+ private void stopRecording(boolean discard) {
recording = false;
busy = true;
@@ -387,6 +763,7 @@ public class MainActivity extends AppCompatActivity {
levelMeter.reset();
waveformView.reset();
markButton.setEnabled(false);
+ discardButton.setEnabled(false);
applySilence(false);
long elapsed = SystemClock.elapsedRealtime() - startedAtMs;
handler.removeCallbacks(timerRunnable);
@@ -397,7 +774,8 @@ public class MainActivity extends AppCompatActivity {
recordButton.setBackgroundResource(R.drawable.bg_record_idle);
recordButton.setContentDescription(getString(R.string.cd_record));
recordButton.setEnabled(false);
- statusText.setText(R.string.status_saving);
+ statusText.setText(discard ? R.string.status_discarding : R.string.status_saving);
+ final boolean compress = compressCheckbox.isChecked();
new Thread(() -> {
File wav;
@@ -411,9 +789,36 @@ public class MainActivity extends AppCompatActivity {
}
String savedName = null;
- if (wav != null) {
+ boolean discarded = false;
+ if (wav != null && discard) {
+ //noinspection ResultOfMethodCallIgnored
+ wav.delete();
+ discarded = true;
+ } else if (wav != null) {
try {
- savedName = saveToDownloads(wav);
+ if (compress) {
+ File m4a = new File(getCacheDir(), "reccoon_recording.m4a");
+ try {
+ AudioCompressor.compressToM4a(wav, m4a);
+ savedName = saveToDownloads(
+ m4a, buildFileName(".m4a"), "audio/mp4");
+ } catch (Exception compressionFailed) {
+ savedName = null;
+ } finally {
+ //noinspection ResultOfMethodCallIgnored
+ m4a.delete();
+ }
+ if (savedName == null) {
+ // Never lose a recording just because compression failed.
+ savedName = saveToDownloads(
+ wav, buildFileName(".wav"), "audio/wav");
+ }
+ //noinspection ResultOfMethodCallIgnored
+ wav.delete();
+ } else {
+ savedName = saveToDownloads(
+ wav, buildFileName(".wav"), "audio/wav");
+ }
if (savedName != null && !markers.isEmpty()) {
new MarkerStore(this).save(savedName, markers);
}
@@ -423,10 +828,14 @@ public class MainActivity extends AppCompatActivity {
}
final String result = savedName;
+ final boolean wasDiscarded = discarded;
runOnUiThread(() -> {
busy = false;
recordButton.setEnabled(true);
- if (result != null) {
+ if (wasDiscarded) {
+ statusText.setText(R.string.discarded);
+ Toast.makeText(this, R.string.discarded, Toast.LENGTH_SHORT).show();
+ } else if (result != null) {
statusText.setText(getString(R.string.saved_fmt, result));
Toast.makeText(this, getString(R.string.saved_fmt, result), Toast.LENGTH_LONG).show();
} else {
@@ -438,21 +847,22 @@ public class MainActivity extends AppCompatActivity {
}, "reccoon-save").start();
}
- private String saveToDownloads(File wav) throws IOException {
- String fileName = buildFileName();
+ private String saveToDownloads(File file, String fileName, String mimeType)
+ throws IOException {
if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.Q) {
- saveViaMediaStore(wav, fileName);
+ saveViaMediaStore(file, fileName, mimeType);
} else {
- saveToPublicDownloads(wav, fileName);
+ saveToPublicDownloads(file, fileName, mimeType);
}
return fileName;
}
- private void saveViaMediaStore(File wav, String fileName) throws IOException {
+ private void saveViaMediaStore(File source, String fileName, String mimeType)
+ throws IOException {
ContentResolver resolver = getContentResolver();
ContentValues values = new ContentValues();
values.put(MediaStore.MediaColumns.DISPLAY_NAME, fileName);
- values.put(MediaStore.MediaColumns.MIME_TYPE, "audio/wav");
+ values.put(MediaStore.MediaColumns.MIME_TYPE, mimeType);
values.put(MediaStore.MediaColumns.RELATIVE_PATH, Environment.DIRECTORY_DOWNLOADS);
values.put(MediaStore.MediaColumns.IS_PENDING, 1);
@@ -465,7 +875,7 @@ public class MainActivity extends AppCompatActivity {
if (out == null) {
throw new IOException("MediaStore returned no output stream");
}
- try (InputStream in = new FileInputStream(wav)) {
+ try (InputStream in = new FileInputStream(source)) {
copy(in, out);
}
}
@@ -476,29 +886,30 @@ public class MainActivity extends AppCompatActivity {
}
@SuppressWarnings("deprecation")
- private void saveToPublicDownloads(File wav, String fileName) throws IOException {
+ private void saveToPublicDownloads(File source, String fileName, String mimeType)
+ throws IOException {
File dir = Environment.getExternalStoragePublicDirectory(Environment.DIRECTORY_DOWNLOADS);
if (!dir.exists() && !dir.mkdirs()) {
throw new IOException("Could not create the Downloads directory");
}
File outFile = new File(dir, fileName);
- try (InputStream in = new FileInputStream(wav);
+ try (InputStream in = new FileInputStream(source);
OutputStream out = new FileOutputStream(outFile)) {
copy(in, out);
}
MediaScannerConnection.scanFile(
this,
new String[]{outFile.getAbsolutePath()},
- new String[]{"audio/wav"},
+ new String[]{mimeType},
null);
}
- private String buildFileName() {
+ private String buildFileName(String extension) {
String stamp = new SimpleDateFormat("yyyy-MM-dd-HHmmss", Locale.US).format(new Date());
SharedPreferences prefs = getSharedPreferences(PREFS, MODE_PRIVATE);
int next = prefs.getInt(PREF_COUNTER, 0) + 1;
prefs.edit().putInt(PREF_COUNTER, next).apply();
- return String.format(Locale.US, "reccoon-%s-%05d.wav", stamp, next);
+ return String.format(Locale.US, "reccoon-%s-%05d%s", stamp, next, extension);
}
private static void copy(InputStream in, OutputStream out) throws IOException {
diff --git a/app/src/main/java/com/wuhei/reccoon/Marker.java b/app/src/main/java/com/tomcooks/reccoon/Marker.java
index d4a7ef5..a132cee 100644
--- a/app/src/main/java/com/wuhei/reccoon/Marker.java
+++ b/app/src/main/java/com/tomcooks/reccoon/Marker.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
/** A user-placed marker inside a recording, stored as a WAV cue point. */
public final class Marker {
diff --git a/app/src/main/java/com/wuhei/reccoon/MarkerStore.java b/app/src/main/java/com/tomcooks/reccoon/MarkerStore.java
index bde7a24..a84ff87 100644
--- a/app/src/main/java/com/wuhei/reccoon/MarkerStore.java
+++ b/app/src/main/java/com/tomcooks/reccoon/MarkerStore.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
diff --git a/app/src/main/java/com/tomcooks/reccoon/ModelDownloadService.java b/app/src/main/java/com/tomcooks/reccoon/ModelDownloadService.java
new file mode 100644
index 0000000..1cea837
--- /dev/null
+++ b/app/src/main/java/com/tomcooks/reccoon/ModelDownloadService.java
@@ -0,0 +1,213 @@
+package com.tomcooks.reccoon;
+
+import android.app.Notification;
+import android.app.NotificationChannel;
+import android.app.NotificationManager;
+import android.app.Service;
+import android.content.Context;
+import android.content.Intent;
+import android.content.pm.ServiceInfo;
+import android.os.Build;
+import android.os.IBinder;
+import android.os.PowerManager;
+
+import androidx.core.app.NotificationCompat;
+import androidx.core.content.ContextCompat;
+
+/**
+ * Downloads a transcription model in a foreground service so the transfer keeps
+ * going when the screen turns off or the user switches to another app. A partial
+ * wake lock keeps the CPU up for the network I/O.
+ */
+public class ModelDownloadService extends Service {
+
+ public static final String ACTION_START = "com.tomcooks.reccoon.action.DOWNLOAD_MODEL";
+ public static final String EXTRA_MODEL = "model";
+
+ private static final String CHANNEL_ID = "reccoon_model_download";
+ private static final int NOTIFICATION_ID = 2;
+ private static final long WAKE_LOCK_TIMEOUT_MS = 2 * 60 * 60 * 1000L;
+
+ public interface Listener {
+ void onProgress(long downloaded, long total, String currentFile);
+
+ void onComplete();
+
+ void onError(String message);
+ }
+
+ private static volatile Listener sListener;
+ private static volatile boolean sRunning;
+ private static volatile long sDownloaded;
+ private static volatile long sTotal;
+ private static volatile String sCurrentFile = "";
+
+ public static void setListener(Listener listener) {
+ sListener = listener;
+ }
+
+ public static boolean isRunning() {
+ return sRunning;
+ }
+
+ public static long downloaded() {
+ return sDownloaded;
+ }
+
+ public static long total() {
+ return sTotal;
+ }
+
+ public static String currentFile() {
+ return sCurrentFile;
+ }
+
+ public static void start(Context context, ModelRepository.Model model) {
+ Intent intent = new Intent(context, ModelDownloadService.class)
+ .setAction(ACTION_START)
+ .putExtra(EXTRA_MODEL, model.name());
+ ContextCompat.startForegroundService(context, intent);
+ }
+
+ private PowerManager.WakeLock wakeLock;
+
+ @Override
+ public int onStartCommand(Intent intent, int flags, int startId) {
+ if (intent == null || !ACTION_START.equals(intent.getAction())) {
+ stopSelf();
+ return START_NOT_STICKY;
+ }
+ ModelRepository.Model model;
+ try {
+ model = ModelRepository.Model.valueOf(intent.getStringExtra(EXTRA_MODEL));
+ } catch (Exception e) {
+ stopSelf();
+ return START_NOT_STICKY;
+ }
+
+ startForegroundCompat(getString(R.string.status_downloading, "", 0));
+
+ if (sRunning) {
+ // A download is already in flight; keep the existing one.
+ return START_NOT_STICKY;
+ }
+ sRunning = true;
+ sDownloaded = 0L;
+ sTotal = model.totalBytes();
+ sCurrentFile = "";
+ acquireWakeLock();
+
+ new Thread(() -> {
+ Listener listener = sListener;
+ try {
+ ModelRepository repository = new ModelRepository(this);
+ repository.download(model, (downloaded, total, file) -> {
+ sDownloaded = downloaded;
+ sTotal = total;
+ sCurrentFile = file;
+ int permille = (int) (downloaded * 1000 / Math.max(1, total));
+ updateNotification(getString(
+ R.string.status_downloading, file, permille / 10), permille);
+ Listener current = sListener;
+ if (current != null) {
+ current.onProgress(downloaded, total, file);
+ }
+ });
+ if (listener != null) {
+ listener.onComplete();
+ }
+ } catch (Exception e) {
+ if (listener != null) {
+ listener.onError(String.valueOf(e.getMessage()));
+ }
+ } finally {
+ sRunning = false;
+ releaseWakeLock();
+ stopForeground(true);
+ stopSelf();
+ }
+ }, "reccoon-model-download").start();
+
+ return START_NOT_STICKY;
+ }
+
+ private void startForegroundCompat(String text) {
+ Notification notification = buildNotification(text, 0);
+ if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.Q) {
+ startForeground(NOTIFICATION_ID, notification,
+ ServiceInfo.FOREGROUND_SERVICE_TYPE_DATA_SYNC);
+ } else {
+ startForeground(NOTIFICATION_ID, notification);
+ }
+ }
+
+ private void updateNotification(String text, int permille) {
+ NotificationManager manager =
+ (NotificationManager) getSystemService(Context.NOTIFICATION_SERVICE);
+ if (manager != null) {
+ manager.notify(NOTIFICATION_ID, buildNotification(text, permille));
+ }
+ }
+
+ private Notification buildNotification(String text, int permille) {
+ createChannel();
+ return new NotificationCompat.Builder(this, CHANNEL_ID)
+ .setContentTitle(getString(R.string.model_download_title))
+ .setContentText(text)
+ .setSmallIcon(android.R.drawable.stat_sys_download)
+ .setOngoing(true)
+ .setPriority(NotificationCompat.PRIORITY_LOW)
+ .setProgress(1000, permille, false)
+ .build();
+ }
+
+ private void createChannel() {
+ if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.O) {
+ NotificationManager manager = getSystemService(NotificationManager.class);
+ if (manager != null && manager.getNotificationChannel(CHANNEL_ID) == null) {
+ NotificationChannel channel = new NotificationChannel(
+ CHANNEL_ID,
+ getString(R.string.model_download_channel),
+ NotificationManager.IMPORTANCE_LOW);
+ channel.setShowBadge(false);
+ manager.createNotificationChannel(channel);
+ }
+ }
+ }
+
+ private void acquireWakeLock() {
+ try {
+ PowerManager power = (PowerManager) getSystemService(Context.POWER_SERVICE);
+ if (power != null) {
+ wakeLock = power.newWakeLock(
+ PowerManager.PARTIAL_WAKE_LOCK, "reccoon:model-download");
+ wakeLock.acquire(WAKE_LOCK_TIMEOUT_MS);
+ }
+ } catch (Exception ignored) {
+ // Without the wake lock the download may pause when the screen is off.
+ }
+ }
+
+ private void releaseWakeLock() {
+ try {
+ if (wakeLock != null && wakeLock.isHeld()) {
+ wakeLock.release();
+ }
+ } catch (Exception ignored) {
+ // Ignore.
+ }
+ wakeLock = null;
+ }
+
+ @Override
+ public void onDestroy() {
+ releaseWakeLock();
+ sRunning = false;
+ super.onDestroy();
+ }
+
+ @Override
+ public IBinder onBind(Intent intent) {
+ return null;
+ }
+}
diff --git a/app/src/main/java/com/tomcooks/reccoon/ModelRepository.java b/app/src/main/java/com/tomcooks/reccoon/ModelRepository.java
new file mode 100644
index 0000000..1d0e0be
--- /dev/null
+++ b/app/src/main/java/com/tomcooks/reccoon/ModelRepository.java
@@ -0,0 +1,367 @@
+package com.tomcooks.reccoon;
+
+import android.content.Context;
+
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * Downloads and stores the on-device speech recognition models.
+ *
+ * <p>Currently only NVIDIA Parakeet TDT 0.6B v3 (int8) is offered: a
+ * multilingual transducer (~670 MB) that was clearly the most accurate model in
+ * the evaluation harness. The enum leaves room for more models later.
+ *
+ * <p>A small Silero VAD model splits long recordings into transcribable chunks.
+ */
+public final class ModelRepository {
+
+ private static final String HF_PARAKEET =
+ "https://huggingface.co/csukuangfj/sherpa-onnx-nemo-parakeet-tdt-0.6b-v3-int8/resolve/main/";
+ private static final String VAD_URL =
+ "https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx";
+
+ private static final long VAD_BYTES = 643_854L;
+
+ /** A model the player can transcribe with. */
+ public enum Model {
+ PARAKEET_V3("parakeet-v3", "Parakeet v3",
+ 652_184_281L, 11_845_275L, 6_355_277L, 93_939L);
+
+ /** Folder under {@code filesDir/models} (or the external equivalent). */
+ public final String dir;
+ public final String label;
+ final long encoderBytes;
+ final long decoderBytes;
+ final long joinerBytes;
+ final long tokensBytes;
+
+ Model(String dir, String label,
+ long encoderBytes, long decoderBytes, long joinerBytes, long tokensBytes) {
+ this.dir = dir;
+ this.label = label;
+ this.encoderBytes = encoderBytes;
+ this.decoderBytes = decoderBytes;
+ this.joinerBytes = joinerBytes;
+ this.tokensBytes = tokensBytes;
+ }
+
+ public long totalBytes() {
+ return encoderBytes + decoderBytes + joinerBytes + tokensBytes + VAD_BYTES;
+ }
+ }
+
+ public interface Listener {
+ void onProgress(long downloaded, long total, String currentFile);
+
+ default void onComplete() {
+ }
+ }
+
+ private static final class RemoteFile {
+ final String url;
+ final File target;
+ final long expected;
+
+ RemoteFile(String url, File target, long expected) {
+ this.url = url;
+ this.target = target;
+ this.expected = expected;
+ }
+ }
+
+ private final File root;
+
+ public ModelRepository(Context context) {
+ Context app = context.getApplicationContext();
+ // Prefer the app-specific external folder (/sdcard/Android/data/<pkg>/files)
+ // so large models can be side-loaded with adb/scp or copied over USB. Fall
+ // back to internal storage when external storage is not mounted.
+ File external = app.getExternalFilesDir(null);
+ File base = external != null ? external : app.getFilesDir();
+ root = new File(base, "models");
+ migrateLegacyModels(base);
+ }
+
+ /**
+ * Best-effort one-time migration from the old {@code com.tomcooks.reccoon} app
+ * id, so a re-branded install can reuse an already downloaded model instead
+ * of fetching it again. Android 11+ usually blocks access to another app's
+ * external directory; in that case this quietly does nothing and the model
+ * is downloaded again.
+ */
+ private void migrateLegacyModels(File base) {
+ try {
+ File packageDir = base.getParentFile();
+ File androidData = packageDir == null ? null : packageDir.getParentFile();
+ if (androidData == null) {
+ return;
+ }
+ File legacy = new File(
+ new File(new File(androidData, "com.tomcooks.reccoon"), "files"), "models");
+ if (legacy.isDirectory()) {
+ copyMissing(legacy, root);
+ }
+ } catch (Exception ignored) {
+ // Not readable (scoped storage); the model will simply be downloaded.
+ }
+ }
+
+ private static void copyMissing(File from, File to) {
+ File[] children = from.listFiles();
+ if (children == null) {
+ return;
+ }
+ if (!to.isDirectory() && !to.mkdirs()) {
+ return;
+ }
+ for (File child : children) {
+ File destination = new File(to, child.getName());
+ if (child.isDirectory()) {
+ copyMissing(child, destination);
+ } else if (!destination.exists()) {
+ copyFile(child, destination);
+ }
+ }
+ }
+
+ private static void copyFile(File from, File to) {
+ File temp = new File(to.getParentFile(), to.getName() + ".migrate");
+ try (InputStream in = new FileInputStream(from);
+ FileOutputStream out = new FileOutputStream(temp)) {
+ byte[] buffer = new byte[256 * 1024];
+ int read;
+ while ((read = in.read(buffer)) > 0) {
+ out.write(buffer, 0, read);
+ }
+ out.getFD().sync();
+ //noinspection ResultOfMethodCallIgnored
+ temp.renameTo(to);
+ } catch (Exception ignored) {
+ //noinspection ResultOfMethodCallIgnored
+ temp.delete();
+ }
+ }
+
+ /** Folder that holds every model, for troubleshooting / manual side-loading. */
+ public File modelsRoot() {
+ return root;
+ }
+
+ public File vadModel() {
+ return new File(root, "silero_vad.onnx");
+ }
+
+ public File modelDir(Model model) {
+ return new File(root, model.dir);
+ }
+
+ public File encoder(Model model) {
+ return new File(modelDir(model), "encoder.int8.onnx");
+ }
+
+ public File decoder(Model model) {
+ return new File(modelDir(model), "decoder.int8.onnx");
+ }
+
+ public File joiner(Model model) {
+ return new File(modelDir(model), "joiner.int8.onnx");
+ }
+
+ public File tokens(Model model) {
+ return new File(modelDir(model), "tokens.txt");
+ }
+
+ public boolean isReady(Model model) {
+ return isVadReady() && allComplete(files(model));
+ }
+
+ public boolean isVadReady() {
+ return isComplete(vadModel(), VAD_BYTES);
+ }
+
+ private static boolean isComplete(File file, long expected) {
+ return file.isFile() && (expected <= 0 || file.length() == expected);
+ }
+
+ private List<RemoteFile> files(Model model) {
+ List<RemoteFile> files = new ArrayList<>();
+ files.add(new RemoteFile(VAD_URL, vadModel(), VAD_BYTES));
+ files.add(new RemoteFile(HF_PARAKEET + "encoder.int8.onnx",
+ encoder(model), model.encoderBytes));
+ files.add(new RemoteFile(HF_PARAKEET + "decoder.int8.onnx",
+ decoder(model), model.decoderBytes));
+ files.add(new RemoteFile(HF_PARAKEET + "joiner.int8.onnx",
+ joiner(model), model.joinerBytes));
+ files.add(new RemoteFile(HF_PARAKEET + "tokens.txt",
+ tokens(model), model.tokensBytes));
+ return files;
+ }
+
+ private boolean allComplete(List<RemoteFile> files) {
+ for (RemoteFile file : files) {
+ if (!isComplete(file.target, file.expected)) {
+ return false;
+ }
+ }
+ return true;
+ }
+
+ /**
+ * Blocking. Call from a background thread. Progress is reported through
+ * {@code listener}. Throws on failure.
+ */
+ public void download(Model model, Listener listener) throws IOException {
+ List<RemoteFile> files = files(model);
+ long total = 0;
+ long already = 0;
+ for (RemoteFile file : files) {
+ total += file.expected;
+ if (isComplete(file.target, file.expected)) {
+ already += file.expected;
+ }
+ }
+
+ Counter counter = new Counter(already, total, listener);
+ counter.report("");
+ for (RemoteFile file : files) {
+ fetch(file.url, file.target, file.expected, counter);
+ }
+ listener.onComplete();
+ }
+
+ private static final class Counter {
+ private final long already;
+ private final long total;
+ private final Listener listener;
+ private long doneInCurrent;
+ private String currentName = "";
+
+ Counter(long already, long total, Listener listener) {
+ this.already = already;
+ this.total = total;
+ this.listener = listener;
+ }
+
+ void setCurrent(String name, long done) {
+ this.currentName = name;
+ this.doneInCurrent = done;
+ listener.onProgress(Math.min(already + done, total), total, currentName);
+ }
+
+ void report(String name) {
+ listener.onProgress(Math.min(already + doneInCurrent, total), total, name);
+ }
+ }
+
+ private static final int MAX_ATTEMPTS = 6;
+
+ private static void fetch(String url, File target, long expected, Counter counter)
+ throws IOException {
+ if (isComplete(target, expected)) {
+ return;
+ }
+ File parent = target.getParentFile();
+ if (parent != null && !parent.exists() && !parent.mkdirs()) {
+ throw new IOException("Cannot create " + parent);
+ }
+ File part = new File(parent, target.getName() + ".part");
+
+ IOException lastError = null;
+ for (int attempt = 1; attempt <= MAX_ATTEMPTS; attempt++) {
+ try {
+ downloadOnce(url, target, part, expected, counter);
+ return;
+ } catch (IOException e) {
+ lastError = e;
+ // Keep the .part file: the next attempt resumes with a Range request.
+ sleepQuietly(attempt);
+ }
+ }
+ throw lastError != null ? lastError : new IOException("Download failed: " + url);
+ }
+
+ private static void downloadOnce(String url, File target, File part, long expected,
+ Counter counter) throws IOException {
+ long already = part.isFile() ? part.length() : 0L;
+ if (expected > 0 && already >= expected) {
+ if (already == expected) {
+ finish(part, target, expected);
+ return;
+ }
+ //noinspection ResultOfMethodCallIgnored
+ part.delete();
+ already = 0L;
+ }
+
+ HttpURLConnection connection = (HttpURLConnection) new URL(url).openConnection();
+ connection.setInstanceFollowRedirects(true);
+ connection.setConnectTimeout(30_000);
+ connection.setReadTimeout(120_000);
+ connection.setRequestProperty("User-Agent", "RECCoon/1.0 (Android)");
+ connection.setRequestProperty("Accept-Encoding", "identity");
+ if (already > 0) {
+ connection.setRequestProperty("Range", "bytes=" + already + "-");
+ }
+ try {
+ int code = connection.getResponseCode();
+ if (code == HttpURLConnection.HTTP_OK) {
+ // The server ignored the Range request: start the file over.
+ already = 0L;
+ } else if (code != HttpURLConnection.HTTP_PARTIAL) {
+ throw new IOException("HTTP " + code + " for " + url);
+ }
+
+ try (InputStream in = connection.getInputStream();
+ FileOutputStream out = new FileOutputStream(part, already > 0)) {
+ byte[] buffer = new byte[256 * 1024];
+ long done = already;
+ int read;
+ long lastReport = 0;
+ while ((read = in.read(buffer)) > 0) {
+ out.write(buffer, 0, read);
+ done += read;
+ long now = System.currentTimeMillis();
+ if (now - lastReport > 200) {
+ lastReport = now;
+ counter.setCurrent(target.getName(), done);
+ }
+ }
+ out.getFD().sync();
+ counter.setCurrent(target.getName(), done);
+ }
+
+ finish(part, target, expected);
+ } finally {
+ connection.disconnect();
+ }
+ }
+
+ private static void finish(File part, File target, long expected) throws IOException {
+ if (expected > 0 && part.length() != expected) {
+ throw new IOException("Incomplete download for " + target.getName()
+ + " (have " + part.length() + " of " + expected + " bytes)");
+ }
+ if (target.exists() && !target.delete()) {
+ throw new IOException("Cannot replace " + target);
+ }
+ if (!part.renameTo(target)) {
+ throw new IOException("Cannot move download into place: " + target);
+ }
+ }
+
+ private static void sleepQuietly(int attempt) {
+ try {
+ Thread.sleep(Math.min(8_000L, 500L * (1L << Math.min(attempt, 4))));
+ } catch (InterruptedException e) {
+ Thread.currentThread().interrupt();
+ }
+ }
+}
diff --git a/app/src/main/java/com/tomcooks/reccoon/PcmAudioSource.java b/app/src/main/java/com/tomcooks/reccoon/PcmAudioSource.java
new file mode 100644
index 0000000..9987d09
--- /dev/null
+++ b/app/src/main/java/com/tomcooks/reccoon/PcmAudioSource.java
@@ -0,0 +1,239 @@
+package com.tomcooks.reccoon;
+
+import android.content.Context;
+import android.media.MediaCodec;
+import android.media.MediaExtractor;
+import android.media.MediaFormat;
+import android.net.Uri;
+
+import java.io.BufferedInputStream;
+import java.io.Closeable;
+import java.io.IOException;
+import java.io.InputStream;
+import java.nio.ByteBuffer;
+
+/**
+ * A streaming source of 16-bit PCM samples.
+ *
+ * <p>Handles both the uncompressed WAV files that RECCoon records and the
+ * compressed files (AAC/M4A, Opus, ...) that the compact mode produces. WAV is
+ * parsed directly; everything else is decoded with {@link MediaCodec}. This is
+ * what lets transcription keep working on compressed recordings.
+ */
+public final class PcmAudioSource implements Closeable {
+
+ private static final long CODEC_TIMEOUT_US = 10_000;
+
+ /** Sample rate of the returned PCM. */
+ public volatile int sampleRate;
+ /** Number of interleaved channels in the returned PCM. */
+ public volatile int channels;
+ /** PCM size in bytes at {@link #sampleRate}, or 0 when unknown. */
+ public final long totalBytes;
+
+ private final InputStream wav;
+ private long wavRemaining;
+
+ private final MediaExtractor extractor;
+ private final MediaCodec codec;
+ private boolean inputDone;
+ private boolean outputDone;
+ private byte[] pending;
+ private int pendingPos;
+ private int pendingLen;
+
+ private PcmAudioSource(int sampleRate, int channels, long totalBytes,
+ InputStream wav, long wavRemaining,
+ MediaExtractor extractor, MediaCodec codec) {
+ this.sampleRate = sampleRate;
+ this.channels = channels;
+ this.totalBytes = totalBytes;
+ this.wav = wav;
+ this.wavRemaining = wavRemaining;
+ this.extractor = extractor;
+ this.codec = codec;
+ }
+
+ /**
+ * Opens a WAV file when possible, otherwise falls back to a compressed
+ * decoder. Throws when neither path can read the URI.
+ */
+ public static PcmAudioSource open(Context context, Uri uri) throws IOException {
+ InputStream raw = context.getContentResolver().openInputStream(uri);
+ if (raw == null) {
+ throw new IOException("Cannot open " + uri);
+ }
+ BufferedInputStream buffered = new BufferedInputStream(raw, 256 * 1024);
+ try {
+ TranscriptionEngine.WavInfo info = TranscriptionEngine.readWavHeader(buffered);
+ if (info.bitsPerSample != 16 || info.audioFormat != 1) {
+ throw new IOException("Only 16-bit PCM WAV files are supported");
+ }
+ long remaining = info.dataSize > 0 ? info.dataSize : Long.MAX_VALUE;
+ return new PcmAudioSource(Math.max(1, info.sampleRate), Math.max(1, info.channels),
+ info.dataSize, buffered, remaining, null, null);
+ } catch (IOException notWav) {
+ closeQuietly(buffered);
+ }
+ return openCodec(context, uri);
+ }
+
+ private static PcmAudioSource openCodec(Context context, Uri uri) throws IOException {
+ MediaExtractor extractor = new MediaExtractor();
+ try {
+ extractor.setDataSource(context, uri, null);
+ } catch (IOException e) {
+ extractor.release();
+ throw new IOException("Unsupported audio file: " + uri, e);
+ }
+
+ int track = -1;
+ MediaFormat format = null;
+ for (int i = 0; i < extractor.getTrackCount(); i++) {
+ MediaFormat candidate = extractor.getTrackFormat(i);
+ String mime = candidate.getString(MediaFormat.KEY_MIME);
+ if (mime != null && mime.startsWith("audio/")) {
+ track = i;
+ format = candidate;
+ break;
+ }
+ }
+ if (track < 0 || format == null) {
+ extractor.release();
+ throw new IOException("No audio track in " + uri);
+ }
+ extractor.selectTrack(track);
+
+ String mime = format.getString(MediaFormat.KEY_MIME);
+ int sampleRate = format.containsKey(MediaFormat.KEY_SAMPLE_RATE)
+ ? format.getInteger(MediaFormat.KEY_SAMPLE_RATE) : 0;
+ int channels = format.containsKey(MediaFormat.KEY_CHANNEL_COUNT)
+ ? format.getInteger(MediaFormat.KEY_CHANNEL_COUNT) : 1;
+ long durationUs = format.containsKey(MediaFormat.KEY_DURATION)
+ ? format.getLong(MediaFormat.KEY_DURATION) : 0L;
+ long totalBytes = sampleRate > 0
+ ? durationUs * sampleRate * Math.max(1, channels) * 2 / 1_000_000L : 0L;
+
+ MediaCodec codec;
+ try {
+ codec = MediaCodec.createDecoderByType(mime);
+ codec.configure(format, null, null, 0);
+ codec.start();
+ } catch (Exception e) {
+ extractor.release();
+ throw new IOException("Cannot decode " + mime, e);
+ }
+ return new PcmAudioSource(sampleRate, Math.max(1, channels), totalBytes,
+ null, 0L, extractor, codec);
+ }
+
+ /**
+ * Reads up to {@code length} bytes of interleaved 16-bit PCM. Returns the
+ * number of bytes read, or -1 at end of stream.
+ */
+ public int read(byte[] out, int offset, int length) throws IOException {
+ if (wav != null) {
+ if (wavRemaining <= 0) {
+ return -1;
+ }
+ int toRead = (int) Math.min(length, wavRemaining);
+ int total = 0;
+ while (total < toRead) {
+ int n = wav.read(out, offset + total, toRead - total);
+ if (n < 0) {
+ break;
+ }
+ total += n;
+ }
+ wavRemaining -= total;
+ return total == 0 ? -1 : total;
+ }
+
+ int written = 0;
+ while (written < length) {
+ if (pending != null && pendingPos < pendingLen) {
+ int n = Math.min(length - written, pendingLen - pendingPos);
+ System.arraycopy(pending, pendingPos, out, offset + written, n);
+ pendingPos += n;
+ written += n;
+ continue;
+ }
+ if (outputDone) {
+ break;
+ }
+ decodeStep();
+ }
+ return written == 0 ? -1 : written;
+ }
+
+ private void decodeStep() throws IOException {
+ if (!inputDone) {
+ int inIndex = codec.dequeueInputBuffer(CODEC_TIMEOUT_US);
+ if (inIndex >= 0) {
+ ByteBuffer input = codec.getInputBuffer(inIndex);
+ int size = input == null ? -1 : extractor.readSampleData(input, 0);
+ if (size < 0) {
+ codec.queueInputBuffer(inIndex, 0, 0, 0,
+ MediaCodec.BUFFER_FLAG_END_OF_STREAM);
+ inputDone = true;
+ } else {
+ codec.queueInputBuffer(inIndex, 0, size, extractor.getSampleTime(), 0);
+ extractor.advance();
+ }
+ }
+ }
+
+ MediaCodec.BufferInfo info = new MediaCodec.BufferInfo();
+ int outIndex = codec.dequeueOutputBuffer(info, CODEC_TIMEOUT_US);
+ if (outIndex == MediaCodec.INFO_OUTPUT_FORMAT_CHANGED) {
+ MediaFormat output = codec.getOutputFormat();
+ if (output.containsKey(MediaFormat.KEY_SAMPLE_RATE)) {
+ sampleRate = output.getInteger(MediaFormat.KEY_SAMPLE_RATE);
+ }
+ if (output.containsKey(MediaFormat.KEY_CHANNEL_COUNT)) {
+ channels = Math.max(1, output.getInteger(MediaFormat.KEY_CHANNEL_COUNT));
+ }
+ } else if (outIndex >= 0) {
+ if ((info.flags & MediaCodec.BUFFER_FLAG_END_OF_STREAM) != 0) {
+ outputDone = true;
+ }
+ ByteBuffer output = codec.getOutputBuffer(outIndex);
+ if (info.size > 0 && output != null) {
+ byte[] chunk = new byte[info.size];
+ output.position(info.offset);
+ output.limit(info.offset + info.size);
+ output.get(chunk);
+ pending = chunk;
+ pendingPos = 0;
+ pendingLen = info.size;
+ }
+ codec.releaseOutputBuffer(outIndex, false);
+ }
+ }
+
+ @Override
+ public void close() {
+ closeQuietly(wav);
+ if (extractor != null) {
+ extractor.release();
+ }
+ if (codec != null) {
+ try {
+ codec.stop();
+ } catch (Exception ignored) {
+ // Ignore.
+ }
+ codec.release();
+ }
+ }
+
+ private static void closeQuietly(InputStream stream) {
+ if (stream != null) {
+ try {
+ stream.close();
+ } catch (IOException ignored) {
+ // Ignore.
+ }
+ }
+ }
+}
diff --git a/app/src/main/java/com/wuhei/reccoon/PlayerActivity.java b/app/src/main/java/com/tomcooks/reccoon/PlayerActivity.java
index eb5b8ca..6d7d3f4 100644
--- a/app/src/main/java/com/wuhei/reccoon/PlayerActivity.java
+++ b/app/src/main/java/com/tomcooks/reccoon/PlayerActivity.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Intent;
import android.graphics.Color;
@@ -31,6 +31,7 @@ import androidx.appcompat.app.AppCompatActivity;
import java.io.File;
import java.util.List;
+import java.util.Locale;
/**
* Plays a saved recording with a scrubber and transcribes it on device with
@@ -56,7 +57,6 @@ public class PlayerActivity extends AppCompatActivity {
private Button playButton;
private Button speedButton;
private Button transcribeButton;
- private Spinner languageSpinner;
private Spinner modelSpinner;
private ProgressBar progressBar;
private LinearLayout transcriptContainer;
@@ -72,6 +72,40 @@ public class PlayerActivity extends AppCompatActivity {
private ModelRepository models;
private TranscriptStore transcripts;
private MarkerStore markerStore;
+ private ModelRepository.Model downloadingModel;
+
+ private final ModelDownloadService.Listener downloadListener =
+ new ModelDownloadService.Listener() {
+ @Override
+ public void onProgress(long downloaded, long total, String file) {
+ runOnUiThread(() -> {
+ int permille = (int) (downloaded * 1000 / Math.max(1, total));
+ progressBar.setIndeterminate(false);
+ progressBar.setProgress(permille);
+ statusText.setText(getString(
+ R.string.status_downloading, file, permille / 10));
+ });
+ }
+
+ @Override
+ public void onComplete() {
+ runOnUiThread(() -> {
+ statusText.setText(R.string.status_model_ready);
+ if (downloadingModel != null) {
+ runTranscription(downloadingModel);
+ }
+ });
+ }
+
+ @Override
+ public void onError(String message) {
+ runOnUiThread(() -> {
+ transcribeButton.setEnabled(true);
+ progressBar.setVisibility(View.GONE);
+ statusText.setText(getString(R.string.err_download, message));
+ });
+ }
+ };
private final Runnable ticker = new Runnable() {
@Override
@@ -106,7 +140,6 @@ public class PlayerActivity extends AppCompatActivity {
playButton = findViewById(R.id.playButton);
speedButton = findViewById(R.id.speedButton);
transcribeButton = findViewById(R.id.transcribeButton);
- languageSpinner = findViewById(R.id.languageSpinner);
modelSpinner = findViewById(R.id.modelSpinner);
progressBar = findViewById(R.id.progressBar);
transcriptContainer = findViewById(R.id.transcriptContainer);
@@ -133,22 +166,13 @@ public class PlayerActivity extends AppCompatActivity {
}
private void setUpSpinners() {
- ArrayAdapter<String> languages = new ArrayAdapter<>(this,
- android.R.layout.simple_spinner_item,
- new String[]{
- getString(R.string.lang_auto),
- getString(R.string.lang_en),
- getString(R.string.lang_it),
- });
- languages.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item);
- languageSpinner.setAdapter(languages);
-
+ ModelRepository.Model[] allModels = ModelRepository.Model.values();
+ String[] modelLabels = new String[allModels.length];
+ for (int i = 0; i < allModels.length; i++) {
+ modelLabels[i] = allModels[i].label;
+ }
ArrayAdapter<String> modelAdapter = new ArrayAdapter<>(this,
- android.R.layout.simple_spinner_item,
- new String[]{
- getString(R.string.model_base),
- getString(R.string.model_tiny),
- });
+ android.R.layout.simple_spinner_item, modelLabels);
modelAdapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item);
modelSpinner.setAdapter(modelAdapter);
}
@@ -312,7 +336,8 @@ public class PlayerActivity extends AppCompatActivity {
try {
Uri shareUri = RecordingActions.shareableUri(this, recordingUri);
Intent intent = new Intent(Intent.ACTION_SEND);
- intent.setType("audio/wav");
+ intent.setType(recordingName.toLowerCase(Locale.US).endsWith(".m4a")
+ ? "audio/mp4" : "audio/wav");
intent.putExtra(Intent.EXTRA_STREAM, shareUri);
intent.addFlags(Intent.FLAG_GRANT_READ_URI_PERMISSION);
startActivity(Intent.createChooser(intent, getString(R.string.action_share)));
@@ -349,8 +374,10 @@ public class PlayerActivity extends AppCompatActivity {
.setView(container)
.setPositiveButton(R.string.action_rename, (dialog, which) -> {
String requested = input.getText().toString().trim();
- if (!requested.endsWith(".wav")) {
- requested = requested + ".wav";
+ String lower = requested.toLowerCase(Locale.US);
+ if (!lower.endsWith(".wav") && !lower.endsWith(".m4a")) {
+ requested += recordingName.toLowerCase(Locale.US).endsWith(".m4a")
+ ? ".m4a" : ".wav";
}
String renamed = RecordingActions.rename(
this, recordingUri, recordingName, requested);
@@ -389,58 +416,44 @@ public class PlayerActivity extends AppCompatActivity {
// --- Transcription ----------------------------------------------------
private void onTranscribeClicked() {
- ModelRepository.WhisperModel model = modelSpinner.getSelectedItemPosition() == 1
- ? ModelRepository.WhisperModel.TINY
- : ModelRepository.WhisperModel.BASE;
- String language = languageFor(languageSpinner.getSelectedItemPosition());
+ ModelRepository.Model[] allModels = ModelRepository.Model.values();
+ int position = modelSpinner.getSelectedItemPosition();
+ if (position < 0 || position >= allModels.length) {
+ position = 0;
+ }
+ ModelRepository.Model model = allModels[position];
if (!models.isReady(model)) {
- promptDownload(model, language);
+ promptDownload(model);
} else {
- runTranscription(model, language);
+ runTranscription(model);
}
}
- private void promptDownload(ModelRepository.WhisperModel model, String language) {
+ private void promptDownload(ModelRepository.Model model) {
new AlertDialog.Builder(this)
.setTitle(R.string.model_download_title)
.setMessage(getString(R.string.model_download_message,
model.label, Formats.humanBytes(model.totalBytes())))
- .setPositiveButton(R.string.download, (dialog, which) -> runDownload(model, language))
+ .setPositiveButton(R.string.download, (dialog, which) -> runDownload(model))
.setNegativeButton(R.string.cancel, null)
.show();
}
- private void runDownload(ModelRepository.WhisperModel model, String language) {
+ private void runDownload(ModelRepository.Model model) {
+ downloadingModel = model;
transcribeButton.setEnabled(false);
progressBar.setVisibility(View.VISIBLE);
progressBar.setIndeterminate(false);
progressBar.setProgress(0);
statusText.setText(R.string.status_preparing);
-
- new Thread(() -> {
- try {
- models.download(model, (downloaded, total, file) -> runOnUiThread(() -> {
- int permille = (int) (downloaded * 1000 / Math.max(1, total));
- progressBar.setProgress(permille);
- statusText.setText(getString(
- R.string.status_downloading, file, permille / 10));
- }));
- runOnUiThread(() -> {
- statusText.setText(R.string.status_model_ready);
- runTranscription(model, language);
- });
- } catch (Exception e) {
- runOnUiThread(() -> {
- transcribeButton.setEnabled(true);
- progressBar.setVisibility(View.GONE);
- statusText.setText(getString(R.string.err_download, String.valueOf(e.getMessage())));
- });
- }
- }, "model-download").start();
+ // The download runs in a foreground service so it survives the screen
+ // turning off or the app losing focus.
+ ModelDownloadService.setListener(downloadListener);
+ ModelDownloadService.start(this, model);
}
- private void runTranscription(ModelRepository.WhisperModel model, String language) {
+ private void runTranscription(ModelRepository.Model model) {
cancelled = false;
transcribeButton.setEnabled(false);
transcriptContainer.removeAllViews();
@@ -452,7 +465,7 @@ public class PlayerActivity extends AppCompatActivity {
TranscriptionEngine.Result result;
try {
TranscriptionEngine engine = new TranscriptionEngine(PlayerActivity.this);
- result = engine.transcribe(recordingUri, model, language,
+ result = engine.transcribe(recordingUri, model,
new TranscriptionEngine.Callback() {
@Override
public void onProgress(int percent, String message) {
@@ -585,14 +598,19 @@ public class PlayerActivity extends AppCompatActivity {
updateTimeLabel();
}
- private static String languageFor(int position) {
- switch (position) {
- case 1:
- return TranscriptionEngine.LANG_EN;
- case 2:
- return TranscriptionEngine.LANG_IT;
- default:
- return TranscriptionEngine.LANG_AUTO;
+ @Override
+ protected void onResume() {
+ super.onResume();
+ if (ModelDownloadService.isRunning()) {
+ ModelDownloadService.setListener(downloadListener);
+ progressBar.setVisibility(View.VISIBLE);
+ progressBar.setIndeterminate(false);
+ long done = ModelDownloadService.downloaded();
+ long total = ModelDownloadService.total();
+ int permille = (int) (done * 1000 / Math.max(1, total));
+ progressBar.setProgress(permille);
+ statusText.setText(getString(R.string.status_downloading,
+ ModelDownloadService.currentFile(), permille / 10));
}
}
@@ -614,6 +632,7 @@ public class PlayerActivity extends AppCompatActivity {
@Override
protected void onDestroy() {
cancelled = true;
+ ModelDownloadService.setListener(null);
handler.removeCallbacksAndMessages(null);
if (player != null) {
try {
diff --git a/app/src/main/java/com/wuhei/reccoon/RecordingActions.java b/app/src/main/java/com/tomcooks/reccoon/RecordingActions.java
index 4131181..3a110eb 100644
--- a/app/src/main/java/com/wuhei/reccoon/RecordingActions.java
+++ b/app/src/main/java/com/tomcooks/reccoon/RecordingActions.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.ContentResolver;
import android.content.ContentValues;
@@ -41,10 +41,15 @@ public final class RecordingActions {
/** @return the new file name, or null if renaming failed. */
public static String rename(Context context, Uri uri, String oldName, String newName) {
- if (newName == null || newName.trim().isEmpty() || !newName.endsWith(".wav")) {
+ if (newName == null || newName.trim().isEmpty()) {
return null;
}
newName = newName.trim();
+ String lower = newName.toLowerCase(Locale.US);
+ if (!lower.endsWith(".wav") && !lower.endsWith(".m4a")) {
+ return null;
+ }
+ String mime = lower.endsWith(".m4a") ? "audio/mp4" : "audio/wav";
try {
if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.Q && !"file".equals(uri.getScheme())) {
ContentValues values = new ContentValues();
@@ -58,7 +63,7 @@ public final class RecordingActions {
}
MediaScannerConnection.scanFile(context,
new String[]{newFile.getAbsolutePath()},
- new String[]{"audio/wav"}, null);
+ new String[]{mime}, null);
}
} catch (Exception e) {
return null;
@@ -83,7 +88,7 @@ public final class RecordingActions {
if (result == null || result.segments.isEmpty()) {
throw new IOException("Nothing to export");
}
- String stem = recordingName.endsWith(".wav")
+ String stem = (recordingName.endsWith(".wav") || recordingName.endsWith(".m4a"))
? recordingName.substring(0, recordingName.length() - 4)
: recordingName;
writeToDownloads(context, stem + ".txt", "text/plain", result.asText());
diff --git a/app/src/main/java/com/wuhei/reccoon/RecordingService.java b/app/src/main/java/com/tomcooks/reccoon/RecordingService.java
index 830c3bb..28bf803 100644
--- a/app/src/main/java/com/wuhei/reccoon/RecordingService.java
+++ b/app/src/main/java/com/tomcooks/reccoon/RecordingService.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.app.Notification;
import android.app.NotificationChannel;
@@ -20,8 +20,8 @@ public class RecordingService extends Service {
private static final String CHANNEL_ID = "reccoon_recording";
private static final int NOTIFICATION_ID = 1;
- public static final String ACTION_START = "com.wuhei.reccoon.action.START";
- public static final String ACTION_STOP = "com.wuhei.reccoon.action.STOP";
+ public static final String ACTION_START = "com.tomcooks.reccoon.action.START";
+ public static final String ACTION_STOP = "com.tomcooks.reccoon.action.STOP";
@Override
public int onStartCommand(Intent intent, int flags, int startId) {
diff --git a/app/src/main/java/com/wuhei/reccoon/RecordingStore.java b/app/src/main/java/com/tomcooks/reccoon/RecordingStore.java
index 12abb06..b7a1c84 100644
--- a/app/src/main/java/com/wuhei/reccoon/RecordingStore.java
+++ b/app/src/main/java/com/tomcooks/reccoon/RecordingStore.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
import android.content.ContentUris;
@@ -32,7 +32,7 @@ public final class RecordingStore {
}
private static final String PREFIX = "reccoon-";
- private static final String SUFFIX = ".wav";
+ private static final String[] SUFFIXES = {".wav", ".m4a"};
private final Context context;
@@ -40,6 +40,15 @@ public final class RecordingStore {
this.context = context.getApplicationContext();
}
+ private static boolean hasKnownSuffix(String name) {
+ for (String suffix : SUFFIXES) {
+ if (name.endsWith(suffix)) {
+ return true;
+ }
+ }
+ return false;
+ }
+
public List<Recording> list() {
List<Recording> recordings = Build.VERSION.SDK_INT >= Build.VERSION_CODES.Q
? listFromMediaStore()
@@ -59,12 +68,23 @@ public final class RecordingStore {
MediaStore.MediaColumns.SIZE,
MediaStore.MediaColumns.DATE_MODIFIED,
};
- String selection = MediaStore.MediaColumns.DISPLAY_NAME + " LIKE ? AND "
- + MediaStore.MediaColumns.DISPLAY_NAME + " LIKE ?";
- String[] args = {PREFIX + "%", "%" + SUFFIX};
+ StringBuilder selection = new StringBuilder(MediaStore.MediaColumns.DISPLAY_NAME)
+ .append(" LIKE ? AND (");
+ for (int i = 0; i < SUFFIXES.length; i++) {
+ if (i > 0) {
+ selection.append(" OR ");
+ }
+ selection.append(MediaStore.MediaColumns.DISPLAY_NAME).append(" LIKE ?");
+ }
+ selection.append(')');
+ String[] args = new String[SUFFIXES.length + 1];
+ args[0] = PREFIX + "%";
+ for (int i = 0; i < SUFFIXES.length; i++) {
+ args[i + 1] = "%" + SUFFIXES[i];
+ }
try (Cursor cursor = context.getContentResolver().query(
MediaStore.Downloads.EXTERNAL_CONTENT_URI,
- projection, selection, args, null)) {
+ projection, selection.toString(), args, null)) {
if (cursor == null) {
return result;
}
@@ -92,7 +112,7 @@ public final class RecordingStore {
private List<Recording> listFromDirectory() {
List<Recording> result = new ArrayList<>();
File dir = Environment.getExternalStoragePublicDirectory(Environment.DIRECTORY_DOWNLOADS);
- File[] files = dir.listFiles((d, name) -> name.startsWith(PREFIX) && name.endsWith(SUFFIX));
+ File[] files = dir.listFiles((d, name) -> name.startsWith(PREFIX) && hasKnownSuffix(name));
if (files == null) {
return result;
}
diff --git a/app/src/main/java/com/wuhei/reccoon/StreamingResampler.java b/app/src/main/java/com/tomcooks/reccoon/StreamingResampler.java
index beb372a..558f5ec 100644
--- a/app/src/main/java/com/wuhei/reccoon/StreamingResampler.java
+++ b/app/src/main/java/com/tomcooks/reccoon/StreamingResampler.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import java.util.Arrays;
diff --git a/app/src/main/java/com/wuhei/reccoon/TranscriptStore.java b/app/src/main/java/com/tomcooks/reccoon/TranscriptStore.java
index 7ae336e..69d9439 100644
--- a/app/src/main/java/com/wuhei/reccoon/TranscriptStore.java
+++ b/app/src/main/java/com/tomcooks/reccoon/TranscriptStore.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
diff --git a/app/src/main/java/com/wuhei/reccoon/TranscriptionEngine.java b/app/src/main/java/com/tomcooks/reccoon/TranscriptionEngine.java
index 3579ab5..5483cbf 100644
--- a/app/src/main/java/com/wuhei/reccoon/TranscriptionEngine.java
+++ b/app/src/main/java/com/tomcooks/reccoon/TranscriptionEngine.java
@@ -1,6 +1,7 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
+import android.media.MediaMetadataRetriever;
import android.net.Uri;
import com.k2fsa.sherpa.onnx.FeatureConfig;
@@ -9,7 +10,7 @@ import com.k2fsa.sherpa.onnx.OfflineRecognizer;
import com.k2fsa.sherpa.onnx.OfflineRecognizerConfig;
import com.k2fsa.sherpa.onnx.OfflineRecognizerResult;
import com.k2fsa.sherpa.onnx.OfflineStream;
-import com.k2fsa.sherpa.onnx.OfflineWhisperModelConfig;
+import com.k2fsa.sherpa.onnx.OfflineTransducerModelConfig;
import com.k2fsa.sherpa.onnx.SileroVadModelConfig;
import com.k2fsa.sherpa.onnx.SpeechSegment;
import com.k2fsa.sherpa.onnx.Vad;
@@ -25,19 +26,15 @@ import java.util.ArrayList;
import java.util.List;
/**
- * On-device transcription using sherpa-onnx with a multilingual Whisper model.
+ * On-device transcription using sherpa-onnx with the NVIDIA Parakeet TDT 0.6B
+ * v3 transducer (multilingual, auto language handling).
*
* <p>Long recordings are streamed, resampled to 16 kHz and segmented with
* Silero VAD, then each detected speech segment is decoded. This keeps memory
- * bounded regardless of the recording length (offline Whisper itself only
- * handles up to 30 seconds at a time).
+ * bounded regardless of the recording length.
*/
public final class TranscriptionEngine {
- public static final String LANG_AUTO = "";
- public static final String LANG_EN = "en";
- public static final String LANG_IT = "it";
-
private static final int TARGET_RATE = 16_000;
public static final class Word {
@@ -98,59 +95,51 @@ public final class TranscriptionEngine {
}
public Result transcribe(Uri wavUri,
- ModelRepository.WhisperModel model,
- String language,
+ ModelRepository.Model model,
Callback callback) throws IOException {
if (!models.isReady(model)) {
throw new IOException("Model is not downloaded");
}
- OfflineRecognizer recognizer = buildRecognizer(model, language);
+ OfflineRecognizer recognizer = buildRecognizer(model);
Vad vad = buildVad();
Result result = new Result();
- result.language = language;
-
- try (InputStream raw = context.getContentResolver().openInputStream(wavUri)) {
- if (raw == null) {
- throw new IOException("Cannot open " + wavUri);
- }
- BufferedInputStream buffered = new BufferedInputStream(raw, 256 * 1024);
- WavInfo info = readWavHeader(buffered);
- if (info.bitsPerSample != 16 || info.audioFormat != 1) {
- throw new IOException("Only 16-bit PCM WAV files are supported");
- }
-
- StreamingResampler resampler = new StreamingResampler(info.sampleRate, TARGET_RATE);
- long totalPcm16k = estimatePcm16kSamples(info);
+ result.language = "";
+
+ // PcmAudioSource reads uncompressed WAV directly and decodes compressed
+ // recordings (AAC/M4A, ...) through MediaCodec, so compact mode keeps
+ // working here.
+ try (PcmAudioSource source = PcmAudioSource.open(context, wavUri)) {
+ int channelCount = source.channels;
+ StreamingResampler resampler =
+ new StreamingResampler(source.sampleRate, TARGET_RATE);
+ long totalPcm16k = estimatePcm16kSamples(source);
long processed = 0;
- int frameBytes = info.channels * 2;
+ int frameBytes = channelCount * 2;
byte[] readBuffer = new byte[frameBytes * 8192];
- long remaining = info.dataSize > 0 ? info.dataSize : Long.MAX_VALUE;
- while (remaining > 0) {
+ while (true) {
if (callback != null && callback.isCancelled()) {
return null;
}
- int toRead = (int) Math.min(readBuffer.length, remaining);
- int read = buffered.read(readBuffer, 0, toRead);
+ int read = source.read(readBuffer, 0, readBuffer.length);
if (read <= 0) {
break;
}
- remaining -= read;
int frames = read / frameBytes;
float[] mono = new float[frames];
for (int i = 0; i < frames; i++) {
int offset = i * frameBytes;
- if (info.channels == 1) {
+ if (channelCount == 1) {
mono[i] = pcm16(readBuffer, offset) / 32768f;
} else {
int sum = 0;
- for (int c = 0; c < info.channels; c++) {
+ for (int c = 0; c < channelCount; c++) {
sum += pcm16(readBuffer, offset + c * 2);
}
- mono[i] = sum / (float) info.channels / 32768f;
+ mono[i] = sum / (float) channelCount / 32768f;
}
}
@@ -252,28 +241,24 @@ public final class TranscriptionEngine {
}
}
- private OfflineRecognizer buildRecognizer(ModelRepository.WhisperModel model, String language) {
+ private OfflineRecognizer buildRecognizer(ModelRepository.Model model) {
FeatureConfig feat = new FeatureConfig();
feat.setSampleRate(TARGET_RATE);
feat.setFeatureDim(80);
feat.setDither(0f);
- OfflineWhisperModelConfig whisper = new OfflineWhisperModelConfig();
- whisper.setEncoder(models.encoder(model).getAbsolutePath());
- whisper.setDecoder(models.decoder(model).getAbsolutePath());
- whisper.setLanguage(language == null ? "" : language);
- whisper.setTask("transcribe");
- whisper.setTailPaddings(1000);
- whisper.setEnableTokenTimestamps(true);
- whisper.setEnableSegmentTimestamps(false);
+ OfflineTransducerModelConfig transducer = new OfflineTransducerModelConfig();
+ transducer.setEncoder(models.encoder(model).getAbsolutePath());
+ transducer.setDecoder(models.decoder(model).getAbsolutePath());
+ transducer.setJoiner(models.joiner(model).getAbsolutePath());
OfflineModelConfig modelConfig = new OfflineModelConfig();
- modelConfig.setWhisper(whisper);
+ modelConfig.setTransducer(transducer);
+ modelConfig.setModelType("nemo_transducer");
modelConfig.setTokens(models.tokens(model).getAbsolutePath());
modelConfig.setNumThreads(Math.max(2, Runtime.getRuntime().availableProcessors() / 2));
modelConfig.setDebug(false);
modelConfig.setProvider("cpu");
- modelConfig.setModelType("whisper");
OfflineRecognizerConfig config = new OfflineRecognizerConfig();
config.setFeatConfig(feat);
@@ -365,26 +350,36 @@ public final class TranscriptionEngine {
public static long durationMillis(Context context, Uri uri) {
try (InputStream in = context.getContentResolver().openInputStream(uri)) {
- if (in == null) {
- return 0;
+ if (in != null) {
+ WavInfo info = readWavHeader(new BufferedInputStream(in));
+ return info.durationMillis();
}
- WavInfo info = readWavHeader(new BufferedInputStream(in));
- return info.durationMillis();
+ } catch (Exception ignored) {
+ // Not a WAV file; try the platform decoder below.
+ }
+ MediaMetadataRetriever retriever = new MediaMetadataRetriever();
+ try {
+ retriever.setDataSource(context, uri);
+ String value = retriever.extractMetadata(
+ MediaMetadataRetriever.METADATA_KEY_DURATION);
+ return value == null ? 0 : Long.parseLong(value);
} catch (Exception e) {
return 0;
+ } finally {
+ try {
+ retriever.release();
+ } catch (Exception ignored) {
+ // Ignore.
+ }
}
}
- private static long estimatePcm16kSamples(WavInfo info) {
- if (info.dataSize <= 0 || info.sampleRate <= 0) {
- return 0;
- }
- int frameBytes = info.channels * (info.bitsPerSample / 8);
- if (frameBytes <= 0) {
+ private static long estimatePcm16kSamples(PcmAudioSource source) {
+ if (source.totalBytes <= 0 || source.sampleRate <= 0 || source.channels <= 0) {
return 0;
}
- long frames = info.dataSize / frameBytes;
- return frames * TARGET_RATE / info.sampleRate;
+ long frames = source.totalBytes / (source.channels * 2L);
+ return frames * TARGET_RATE / source.sampleRate;
}
private static int pcm16(byte[] data, int offset) {
diff --git a/app/src/main/java/com/wuhei/reccoon/WavMarkers.java b/app/src/main/java/com/tomcooks/reccoon/WavMarkers.java
index 1f55e96..7ef8425 100644
--- a/app/src/main/java/com/wuhei/reccoon/WavMarkers.java
+++ b/app/src/main/java/com/tomcooks/reccoon/WavMarkers.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
import android.net.Uri;
diff --git a/app/src/main/java/com/wuhei/reccoon/WavRecorder.java b/app/src/main/java/com/tomcooks/reccoon/WavRecorder.java
index 8279847..0171a74 100644
--- a/app/src/main/java/com/wuhei/reccoon/WavRecorder.java
+++ b/app/src/main/java/com/tomcooks/reccoon/WavRecorder.java
@@ -1,7 +1,9 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
+import android.media.AudioDeviceInfo;
import android.media.AudioFormat;
+import android.media.AudioManager;
import android.media.AudioRecord;
import android.media.MediaRecorder;
import android.os.SystemClock;
@@ -51,6 +53,7 @@ public class WavRecorder {
}
private final Context context;
+ private final AudioManager audioManager;
private final List<Marker> markers = new ArrayList<>();
private LevelListener levelListener;
@@ -61,9 +64,18 @@ public class WavRecorder {
private volatile long pcmBytes;
private int channels = 2;
private boolean forceMono;
+ private int preferredDeviceId = -1;
+ private boolean bluetoothSco;
+ private boolean scoActive;
+ private boolean swapChannels;
+ private boolean monitoring;
+ private int monitorDeviceId = -1;
+ private final LiveMonitor monitor;
public WavRecorder(Context context) {
this.context = context.getApplicationContext();
+ this.audioManager = (AudioManager) this.context.getSystemService(Context.AUDIO_SERVICE);
+ this.monitor = new LiveMonitor(this.context);
}
public void setLevelListener(LevelListener listener) {
@@ -75,6 +87,49 @@ public class WavRecorder {
this.forceMono = forceMono;
}
+ /**
+ * Forces a specific input device, or -1 to let Android pick. Mirrors the
+ * BT-Mic-Force behaviour: the id comes from
+ * {@link AudioManager#getDevices(int)}.
+ */
+ public void setPreferredDeviceId(int deviceId) {
+ this.preferredDeviceId = deviceId;
+ }
+
+ /**
+ * When true, route audio through Bluetooth SCO (headset microphone) before
+ * opening the recorder. Call {@link #setPreferredDeviceId(int)} as well to
+ * pick the exact headset when several are connected.
+ */
+ public void setBluetoothSco(boolean bluetoothSco) {
+ this.bluetoothSco = bluetoothSco;
+ }
+
+ /**
+ * When true, exchange the two stereo channels before writing. Some devices
+ * report the microphones in the opposite order once the phone is turned to
+ * landscape; swapping makes both the meters and the saved file agree with
+ * what the user hears on their left/right.
+ */
+ public void setSwapChannels(boolean swapChannels) {
+ this.swapChannels = swapChannels;
+ }
+
+ /** When true, play the captured audio back through {@link LiveMonitor}. */
+ public void setMonitoring(boolean monitoring) {
+ this.monitoring = monitoring;
+ }
+
+ /** Output device for live monitoring, or -1 for the system default. */
+ public void setMonitorDeviceId(int deviceId) {
+ this.monitorDeviceId = deviceId;
+ }
+
+ /** True while live monitoring is actually running. */
+ public boolean isMonitoring() {
+ return monitoring && monitor.isRunning();
+ }
+
/** Effective number of channels used by the last/current recording. */
public int getChannels() {
return channels;
@@ -101,6 +156,11 @@ public class WavRecorder {
recording = true;
audioRecord.startRecording();
+ if (monitoring) {
+ monitor.setPreferredDeviceId(monitorDeviceId);
+ monitor.start(SAMPLE_RATE, channels);
+ }
+
final AudioRecord record = audioRecord;
final int channelCount = channels;
final int frameBytes = channelCount * 2;
@@ -115,7 +175,11 @@ public class WavRecorder {
while (recording) {
int read = record.read(buffer, 0, buffer.length);
if (read > 0) {
+ maybeSwapChannels(buffer, read, channelCount);
out.write(buffer, 0, read);
+ if (monitoring) {
+ monitor.write(buffer, read);
+ }
pcmBytes += read;
long now = SystemClock.uptimeMillis();
@@ -135,6 +199,25 @@ public class WavRecorder {
return tempFile;
}
+ /** Exchanges the two 16-bit channels in-place when the swap option is on. */
+ private void maybeSwapChannels(byte[] buffer, int length, int channelCount) {
+ if (!swapChannels || channelCount != 2) {
+ return;
+ }
+ int frames = length / 4;
+ for (int i = 0; i < frames; i++) {
+ int offset = i * 4;
+ byte leftLow = buffer[offset];
+ byte leftHigh = buffer[offset + 1];
+ byte rightLow = buffer[offset + 2];
+ byte rightHigh = buffer[offset + 3];
+ buffer[offset] = rightLow;
+ buffer[offset + 1] = rightHigh;
+ buffer[offset + 2] = leftLow;
+ buffer[offset + 3] = leftHigh;
+ }
+ }
+
private void reportLevels(byte[] buffer, int length, int channelCount) {
int frameBytes = channelCount * 2;
int frames = length / frameBytes;
@@ -253,6 +336,8 @@ public class WavRecorder {
audioRecord = null;
}
writerThread = null;
+ monitor.stop();
+ stopSco();
writeHeader();
writeMarkers();
@@ -264,6 +349,10 @@ public class WavRecorder {
}
private AudioRecord createAudioRecord() {
+ startScoIfNeeded();
+ int source = bluetoothSco
+ ? MediaRecorder.AudioSource.VOICE_COMMUNICATION
+ : MediaRecorder.AudioSource.MIC;
int[] candidates = forceMono
? new int[]{AudioFormat.CHANNEL_IN_MONO}
: new int[]{AudioFormat.CHANNEL_IN_STEREO, AudioFormat.CHANNEL_IN_MONO};
@@ -276,20 +365,66 @@ public class WavRecorder {
int count = channelConfig == AudioFormat.CHANNEL_IN_STEREO ? 2 : 1;
int bufferSize = Math.max(minBuffer, SAMPLE_RATE * count);
AudioRecord candidate = new AudioRecord(
- MediaRecorder.AudioSource.MIC,
+ source,
SAMPLE_RATE,
channelConfig,
AudioFormat.ENCODING_PCM_16BIT,
bufferSize);
if (candidate.getState() == AudioRecord.STATE_INITIALIZED) {
+ applyPreferredDevice(candidate);
channels = count;
return candidate;
}
candidate.release();
}
+ stopSco();
return null;
}
+ private void startScoIfNeeded() {
+ if (!bluetoothSco || audioManager == null) {
+ return;
+ }
+ try {
+ audioManager.setMode(AudioManager.MODE_IN_COMMUNICATION);
+ audioManager.startBluetoothSco();
+ audioManager.setBluetoothScoOn(true);
+ scoActive = true;
+ } catch (Exception ignored) {
+ // Fall back to the default route below.
+ }
+ }
+
+ private void applyPreferredDevice(AudioRecord record) {
+ if (preferredDeviceId < 0 || audioManager == null) {
+ return;
+ }
+ try {
+ for (AudioDeviceInfo device : audioManager.getDevices(AudioManager.GET_DEVICES_INPUTS)) {
+ if (device.getId() == preferredDeviceId) {
+ record.setPreferredDevice(device);
+ return;
+ }
+ }
+ } catch (Exception ignored) {
+ // Keep the default device.
+ }
+ }
+
+ private void stopSco() {
+ if (!scoActive || audioManager == null) {
+ return;
+ }
+ scoActive = false;
+ try {
+ audioManager.stopBluetoothSco();
+ audioManager.setBluetoothScoOn(false);
+ audioManager.setMode(AudioManager.MODE_NORMAL);
+ } catch (Exception ignored) {
+ // Ignore.
+ }
+ }
+
private static int channelConfigFor(int channelCount) {
return channelCount > 1 ? AudioFormat.CHANNEL_IN_STEREO : AudioFormat.CHANNEL_IN_MONO;
}
diff --git a/app/src/main/java/com/wuhei/reccoon/WaveformView.java b/app/src/main/java/com/tomcooks/reccoon/WaveformView.java
index de62639..413a825 100644
--- a/app/src/main/java/com/wuhei/reccoon/WaveformView.java
+++ b/app/src/main/java/com/tomcooks/reccoon/WaveformView.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import android.content.Context;
import android.graphics.Canvas;
diff --git a/app/src/main/java/com/wuhei/reccoon/ModelRepository.java b/app/src/main/java/com/wuhei/reccoon/ModelRepository.java
deleted file mode 100644
index cbf25c2..0000000
--- a/app/src/main/java/com/wuhei/reccoon/ModelRepository.java
+++ /dev/null
@@ -1,206 +0,0 @@
-package com.wuhei.reccoon;
-
-import android.content.Context;
-
-import java.io.File;
-import java.io.FileOutputStream;
-import java.io.IOException;
-import java.io.InputStream;
-import java.net.HttpURLConnection;
-import java.net.URL;
-
-/**
- * Downloads and stores the on-device speech recognition models.
- *
- * <p>Uses multilingual Whisper (tiny or base, int8) from the sherpa-onnx model
- * zoo. The multilingual variants support both English and Italian. A small
- * Silero VAD model is used to split long recordings into transcribable chunks.
- */
-public final class ModelRepository {
-
- private static final String HF_BASE =
- "https://huggingface.co/csukuangfj/sherpa-onnx-whisper-";
- private static final String VAD_URL =
- "https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx";
-
- public enum WhisperModel {
- TINY("tiny", "Tiny", 12_937_772L, 89_855_401L),
- BASE("base", "Base", 29_120_534L, 130_672_026L);
-
- public final String id;
- public final String label;
- public final long encoderBytes;
- public final long decoderBytes;
-
- WhisperModel(String id, String label, long encoderBytes, long decoderBytes) {
- this.id = id;
- this.label = label;
- this.encoderBytes = encoderBytes;
- this.decoderBytes = decoderBytes;
- }
-
- public long totalBytes() {
- return encoderBytes + decoderBytes + TOKENS_BYTES + VAD_BYTES;
- }
- }
-
- private static final long TOKENS_BYTES = 816_730L;
- private static final long VAD_BYTES = 643_854L;
-
- public interface Listener {
- void onProgress(long downloaded, long total, String currentFile);
-
- default void onComplete() {
- }
- }
-
- private final File root;
-
- public ModelRepository(Context context) {
- root = new File(context.getApplicationContext().getFilesDir(), "models");
- }
-
- public File vadModel() {
- return new File(root, "silero_vad.onnx");
- }
-
- public File encoder(WhisperModel model) {
- return new File(modelDir(model), "encoder.int8.onnx");
- }
-
- public File decoder(WhisperModel model) {
- return new File(modelDir(model), "decoder.int8.onnx");
- }
-
- public File tokens(WhisperModel model) {
- return new File(modelDir(model), "tokens.txt");
- }
-
- private File modelDir(WhisperModel model) {
- return new File(root, "whisper-" + model.id);
- }
-
- public boolean isReady(WhisperModel model) {
- return isComplete(vadModel(), VAD_BYTES)
- && isComplete(encoder(model), model.encoderBytes)
- && isComplete(decoder(model), model.decoderBytes)
- && isComplete(tokens(model), TOKENS_BYTES);
- }
-
- public boolean isVadReady() {
- return isComplete(vadModel(), VAD_BYTES);
- }
-
- private static boolean isComplete(File file, long expected) {
- return file.isFile() && (expected <= 0 || file.length() == expected);
- }
-
- /**
- * Blocking. Call from a background thread. Progress is reported through
- * {@code listener}. Throws on failure.
- */
- public void download(WhisperModel model, Listener listener) throws IOException {
- long total = model.totalBytes();
- long already = 0;
- if (isComplete(vadModel(), VAD_BYTES)) already += VAD_BYTES;
- if (isComplete(encoder(model), model.encoderBytes)) already += model.encoderBytes;
- if (isComplete(decoder(model), model.decoderBytes)) already += model.decoderBytes;
- if (isComplete(tokens(model), TOKENS_BYTES)) already += TOKENS_BYTES;
-
- Counter counter = new Counter(already, total, listener);
- counter.report("");
-
- fetch(VAD_URL, vadModel(), VAD_BYTES, counter);
- String base = HF_BASE + model.id + "/resolve/main/" + model.id;
- fetch(base + "-encoder.int8.onnx", encoder(model), model.encoderBytes, counter);
- fetch(base + "-decoder.int8.onnx", decoder(model), model.decoderBytes, counter);
- fetch(base + "-tokens.txt", tokens(model), TOKENS_BYTES, counter);
-
- listener.onComplete();
- }
-
- private static final class Counter {
- private final long already;
- private final long total;
- private final Listener listener;
- private long doneInCurrent;
- private String currentName = "";
-
- Counter(long already, long total, Listener listener) {
- this.already = already;
- this.total = total;
- this.listener = listener;
- }
-
- void setCurrent(String name, long done) {
- this.currentName = name;
- this.doneInCurrent = done;
- listener.onProgress(Math.min(already + done, total), total, currentName);
- }
-
- void report(String name) {
- listener.onProgress(Math.min(already + doneInCurrent, total), total, name);
- }
- }
-
- private static void fetch(String url, File target, long expected, Counter counter)
- throws IOException {
- if (isComplete(target, expected)) {
- return;
- }
- File parent = target.getParentFile();
- if (parent != null && !parent.exists() && !parent.mkdirs()) {
- throw new IOException("Cannot create " + parent);
- }
- File part = new File(parent, target.getName() + ".part");
-
- HttpURLConnection connection = (HttpURLConnection) new URL(url).openConnection();
- connection.setInstanceFollowRedirects(true);
- connection.setConnectTimeout(30_000);
- connection.setReadTimeout(120_000);
- connection.setRequestProperty("User-Agent", "RECCoon/1.0 (Android)");
- try {
- int code = connection.getResponseCode();
- if (code != HttpURLConnection.HTTP_OK) {
- throw new IOException("HTTP " + code + " for " + url);
- }
- long length = connection.getContentLengthLong();
- long thisTotal = length > 0 ? length : expected;
-
- try (InputStream in = connection.getInputStream();
- FileOutputStream out = new FileOutputStream(part)) {
- byte[] buffer = new byte[256 * 1024];
- long done = 0;
- int read;
- long lastReport = 0;
- while ((read = in.read(buffer)) > 0) {
- out.write(buffer, 0, read);
- done += read;
- long now = System.currentTimeMillis();
- if (now - lastReport > 200) {
- lastReport = now;
- counter.setCurrent(target.getName(), done);
- }
- }
- out.getFD().sync();
- counter.setCurrent(target.getName(), done);
- }
-
- if (expected > 0 && part.length() != expected) {
- //noinspection ResultOfMethodCallIgnored
- part.delete();
- throw new IOException(
- "Corrupt download for " + target.getName()
- + " (expected " + expected + " bytes, got " + part.length() + ")");
- }
- if (target.exists() && !target.delete()) {
- throw new IOException("Cannot replace " + target);
- }
- if (!part.renameTo(target)) {
- throw new IOException("Cannot move download into place: " + target);
- }
- } finally {
- connection.disconnect();
- }
- }
-}
diff --git a/app/src/main/res/layout/activity_main.xml b/app/src/main/res/layout/activity_main.xml
index e919117..2f3a1ac 100644
--- a/app/src/main/res/layout/activity_main.xml
+++ b/app/src/main/res/layout/activity_main.xml
@@ -65,27 +65,113 @@
android:scaleType="centerInside"
android:src="@android:color/transparent" />
- <com.wuhei.reccoon.WaveformView
+ <androidx.appcompat.widget.AppCompatCheckBox
+ android:id="@+id/compressCheckbox"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_gravity="center_horizontal"
+ android:layout_marginTop="4dp"
+ android:contentDescription="@string/compress_recording"
+ android:text="@string/compress_short"
+ android:textColor="@color/text_secondary"
+ android:textSize="13sp" />
+
+ <LinearLayout
+ android:id="@+id/inputRow"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_gravity="center_horizontal"
+ android:layout_marginTop="4dp"
+ android:gravity="center_vertical"
+ android:orientation="horizontal">
+
+ <TextView
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:text="@string/input_label"
+ android:textColor="@color/text_secondary"
+ android:textSize="13sp" />
+
+ <Spinner
+ android:id="@+id/inputSpinner"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_marginStart="8dp"
+ android:minWidth="180dp" />
+ </LinearLayout>
+
+ <LinearLayout
+ android:id="@+id/outputRow"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_gravity="center_horizontal"
+ android:layout_marginTop="4dp"
+ android:gravity="center_vertical"
+ android:orientation="horizontal">
+
+ <TextView
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:text="@string/output_label"
+ android:textColor="@color/text_secondary"
+ android:textSize="13sp" />
+
+ <Spinner
+ android:id="@+id/outputSpinner"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_marginStart="8dp"
+ android:minWidth="180dp" />
+ </LinearLayout>
+
+ <androidx.appcompat.widget.AppCompatCheckBox
+ android:id="@+id/monitorCheckbox"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_gravity="center_horizontal"
+ android:layout_marginTop="2dp"
+ android:contentDescription="@string/monitor_recording"
+ android:text="@string/monitor_short"
+ android:textColor="@color/text_secondary"
+ android:textSize="13sp" />
+
+ <com.tomcooks.reccoon.WaveformView
android:id="@+id/waveformView"
android:layout_width="match_parent"
android:layout_height="64dp"
android:layout_marginTop="16dp" />
- <com.wuhei.reccoon.LevelMeterView
+ <com.tomcooks.reccoon.LevelMeterView
android:id="@+id/levelMeter"
android:layout_width="match_parent"
android:layout_height="38dp"
android:layout_marginTop="10dp" />
- <Button
- android:id="@+id/markButton"
+ <LinearLayout
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_gravity="center_horizontal"
android:layout_marginTop="6dp"
- android:enabled="false"
- android:minWidth="140dp"
- android:text="@string/mark_action" />
+ android:gravity="center"
+ android:orientation="horizontal">
+
+ <Button
+ android:id="@+id/markButton"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:enabled="false"
+ android:minWidth="130dp"
+ android:text="@string/mark_action" />
+
+ <Button
+ android:id="@+id/discardButton"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_marginStart="10dp"
+ android:enabled="false"
+ android:minWidth="130dp"
+ android:text="@string/discard_action" />
+ </LinearLayout>
<LinearLayout
android:id="@+id/optionsRow"
@@ -116,6 +202,17 @@
android:textSize="13sp" />
</LinearLayout>
+ <androidx.appcompat.widget.AppCompatCheckBox
+ android:id="@+id/swapCheckbox"
+ android:layout_width="wrap_content"
+ android:layout_height="wrap_content"
+ android:layout_gravity="center_horizontal"
+ android:layout_marginTop="2dp"
+ android:contentDescription="@string/swap_channels"
+ android:text="@string/swap_short"
+ android:textColor="@color/text_secondary"
+ android:textSize="13sp" />
+
<TextView
android:id="@+id/statusText"
android:layout_width="match_parent"
diff --git a/app/src/main/res/layout/activity_player.xml b/app/src/main/res/layout/activity_player.xml
index 6ba1190..2bb2f54 100644
--- a/app/src/main/res/layout/activity_player.xml
+++ b/app/src/main/res/layout/activity_player.xml
@@ -159,25 +159,11 @@
android:textSize="18sp"
android:textStyle="bold" />
- <LinearLayout
+ <Spinner
+ android:id="@+id/modelSpinner"
android:layout_width="match_parent"
android:layout_height="wrap_content"
- android:layout_marginTop="8dp"
- android:orientation="horizontal">
-
- <Spinner
- android:id="@+id/languageSpinner"
- android:layout_width="0dp"
- android:layout_height="wrap_content"
- android:layout_weight="1" />
-
- <Spinner
- android:id="@+id/modelSpinner"
- android:layout_width="0dp"
- android:layout_height="wrap_content"
- android:layout_marginStart="10dp"
- android:layout_weight="1" />
- </LinearLayout>
+ android:layout_marginTop="8dp" />
<Button
android:id="@+id/transcribeButton"
diff --git a/app/src/main/res/values/strings.xml b/app/src/main/res/values/strings.xml
index 416ce5e..6bab640 100644
--- a/app/src/main/res/values/strings.xml
+++ b/app/src/main/res/values/strings.xml
@@ -1,13 +1,16 @@
<?xml version="1.0" encoding="utf-8"?>
<resources>
<string name="app_name">RECCoon</string>
- <string name="subtitle">by wuhei · v1.4.0-alpha</string>
+ <string name="subtitle">by Tom Cooks · v1.0.0</string>
<string name="timer_zero">00:00</string>
<string name="footer">44.1 kHz · 16-bit · PCM (WAV) · cue markers</string>
<string name="status_idle">Tap the button to start recording</string>
<string name="status_recording">Recording… tap again to stop and save</string>
<string name="status_saving">Saving to Downloads…</string>
+ <string name="status_discarding">Discarding…</string>
+ <string name="discarded">Recording discarded</string>
+ <string name="discard_action">Discard</string>
<string name="cd_record">Start recording</string>
<string name="cd_stop">Stop and save</string>
@@ -22,8 +25,22 @@
<string name="mono_short">Mono</string>
<string name="mono_recording">Record in mono (half file size)</string>
+ <string name="compress_short">Compressed (small M4A)</string>
+ <string name="compress_recording">Save a compressed M4A instead of a WAV (much smaller, lossy)</string>
+ <string name="input_label">Mic</string>
+ <string name="input_auto">Auto (Android picks)</string>
+ <string name="input_phone">Phone mic (built-in)</string>
<string name="silence_short">Silence alerts</string>
<string name="silence_recording">Silence notifications &amp; vibrations while recording</string>
+ <string name="swap_short">Swap L/R</string>
+ <string name="swap_channels">Swap the left and right channels (use this if the meters are inverted)</string>
+ <string name="monitor_short">Monitor</string>
+ <string name="monitor_recording">Play the microphone through the selected output while recording</string>
+ <string name="monitor_warning">Monitoring live audio can cause feedback — use headphones.</string>
+ <string name="err_monitor">Could not start live monitoring</string>
+ <string name="output_label">Out</string>
+ <string name="output_auto">Auto (system default)</string>
+ <string name="output_speaker">Phone speaker</string>
<string name="dnd_title">Allow Do Not Disturb</string>
<string name="dnd_message">To silence notifications and vibrations while recording, allow RECCoon access to Do Not Disturb.</string>
<string name="dnd_open_settings">Open settings</string>
@@ -49,9 +66,10 @@
<string name="export_failed">Export failed: %1$s</string>
<string name="err_share">Could not share this file</string>
<string name="notification_channel">Recording</string>
+ <string name="model_download_channel">Model download</string>
<string name="notification_recording">Recording audio…</string>
<string name="recordings_title">Recordings</string>
- <string name="recordings_subtitle">Saved in Downloads · reccoon-*.wav</string>
+ <string name="recordings_subtitle">Saved in Downloads · reccoon-*.wav / *.m4a</string>
<string name="recordings_empty">No recordings yet.\nTap the record button to make one.</string>
<string name="badge_transcript">TXT</string>
@@ -63,15 +81,11 @@
<string name="transcribe_title">Transcription (on-device)</string>
<string name="transcribe_action">Transcribe</string>
- <string name="transcribe_hint">Choose a language and model, then tap Transcribe.</string>
- <string name="lang_auto">Auto detect</string>
- <string name="lang_en">English</string>
- <string name="lang_it">Italiano</string>
- <string name="model_tiny">Tiny (fast)</string>
- <string name="model_base">Base (better)</string>
+ <string name="transcribe_hint">Tap Transcribe to run Parakeet v3 on this recording.</string>
+
<string name="model_download_title">Download model</string>
- <string name="model_download_message">The %1$s multilingual Whisper model is required (about %2$s). Download it now over Wi-Fi?</string>
+ <string name="model_download_message">The %1$s model is required (about %2$s). Download it now over Wi-Fi?</string>
<string name="download">Download</string>
<string name="cancel">Cancel</string>
<string name="status_model_ready">Model ready</string>
diff --git a/app/src/test/java/com/tomcooks/reccoon/FormatsTest.java b/app/src/test/java/com/tomcooks/reccoon/FormatsTest.java
new file mode 100644
index 0000000..96427a1
--- /dev/null
+++ b/app/src/test/java/com/tomcooks/reccoon/FormatsTest.java
@@ -0,0 +1,20 @@
+package com.tomcooks.reccoon;
+
+import static org.junit.Assert.assertEquals;
+
+import org.junit.Test;
+
+public class FormatsTest {
+
+ @Test
+ public void prettyNameStripsWavExtension() {
+ assertEquals("2026-10-05 09:30:00 #00012",
+ Formats.prettyName("reccoon-2026-10-05-093000-00012.wav"));
+ }
+
+ @Test
+ public void prettyNameStripsM4aExtension() {
+ assertEquals("2026-10-05 09:30:00 #00012",
+ Formats.prettyName("reccoon-2026-10-05-093000-00012.m4a"));
+ }
+}
diff --git a/app/src/test/java/com/wuhei/reccoon/StreamingResamplerTest.java b/app/src/test/java/com/tomcooks/reccoon/StreamingResamplerTest.java
index 6e4cdcd..4c44a44 100644
--- a/app/src/test/java/com/wuhei/reccoon/StreamingResamplerTest.java
+++ b/app/src/test/java/com/tomcooks/reccoon/StreamingResamplerTest.java
@@ -1,4 +1,4 @@
-package com.wuhei.reccoon;
+package com.tomcooks.reccoon;
import static org.junit.Assert.assertTrue;
diff --git a/settings.gradle.kts b/settings.gradle.kts
index 8720732..ca0106d 100644
--- a/settings.gradle.kts
+++ b/settings.gradle.kts
@@ -23,6 +23,8 @@ dependencyResolutionManagement {
}
}
mavenCentral()
+ // sherpa-onnx AAR (Apache-2.0). JitPack is trusted by F-Droid.
+ maven { url = uri("https://jitpack.io") }
}
}
diff --git a/tools/download-parakeet.sh b/tools/download-parakeet.sh
new file mode 100755
index 0000000..cb6fafc
--- /dev/null
+++ b/tools/download-parakeet.sh
@@ -0,0 +1,33 @@
+#!/usr/bin/env bash
+# Downloads NVIDIA Parakeet TDT 0.6B v3 (int8) plus the Silero VAD model into a
+# folder whose layout matches what RECCoon expects on the device.
+#
+# Usage:
+# ./download-parakeet.sh [output-dir] (default: ./reccoon-models)
+#
+# Then copy the output directory to the device, e.g.:
+# adb push reccoon-models/ /sdcard/Android/data/com.wuhei.reccoon/files/models/
+set -euo pipefail
+
+OUT="${1:-reccoon-models}"
+PARAKEET="https://huggingface.co/csukuangfj/sherpa-onnx-nemo-parakeet-tdt-0.6b-v3-int8/resolve/main"
+VAD="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx"
+
+mkdir -p "$OUT/parakeet-v3"
+
+echo "==> Silero VAD"
+curl -L --fail -o "$OUT/silero_vad.onnx" "$VAD"
+
+echo "==> Parakeet v3 (encoder is ~652 MB, this can take a while)"
+for file in encoder.int8.onnx decoder.int8.onnx joiner.int8.onnx tokens.txt; do
+ echo " -> $file"
+ curl -L --fail -o "$OUT/parakeet-v3/$file" "$PARAKEET/$file"
+done
+
+echo
+echo "Done. Layout:"
+find "$OUT" -type f -printf ' %p (%s bytes)\n'
+echo
+echo "On the phone these must live under:"
+echo " /sdcard/Android/data/com.wuhei.reccoon/files/models/"
+echo "i.e. .../models/silero_vad.onnx and .../models/parakeet-v3/*.onnx"
diff --git a/tools/whistle-eval/.gitignore b/tools/whistle-eval/.gitignore
new file mode 100644
index 0000000..f28fcce
--- /dev/null
+++ b/tools/whistle-eval/.gitignore
@@ -0,0 +1,7 @@
+node_modules/
+vendor/
+models/
+.venv/
+__pycache__/
+samples/*.wav
+samples/*.mp3
diff --git a/tools/whistle-eval/README.md b/tools/whistle-eval/README.md
new file mode 100644
index 0000000..ed6e71e
--- /dev/null
+++ b/tools/whistle-eval/README.md
@@ -0,0 +1,94 @@
+# Speech-model evaluation
+
+Compares on-device speech recognition candidates on the same 16 kHz mono clips:
+
+- the multilingual Whisper tiny/base models that RECCoon already uses,
+ through the exact sherpa-onnx 1.13.8 version the Android app bundles;
+- [NVIDIA Parakeet TDT 0.6B v3](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3)
+ (25 European languages) via its sherpa-onnx int8 export;
+- [Cactus Whistle](https://huggingface.co/mrfakename/whistle-ONNX), a custom
+ *Needle* encoder/decoder run through its reference Node pipeline.
+
+Whistle is **not** a Whisper model and cannot be loaded with sherpa-onnx.
+Parakeet, unlike Whistle, **is** supported by sherpa-onnx.
+
+## Setup
+
+Requires Node 18+, Python 3, `ffmpeg`, and `curl`.
+
+```sh
+cd tools/whistle-eval
+
+# 1. Whistle pack + ONNX graphs + reference JS + onnxruntime-node
+# and the Whisper tiny/base int8 models.
+./setup.sh
+
+# 2. Parakeet v3 int8 (~660 MB, optional)
+mkdir -p models/parakeet-v3-int8
+BASE=https://huggingface.co/csukuangfj/sherpa-onnx-nemo-parakeet-tdt-0.6b-v3-int8/resolve/main
+for f in encoder.int8.onnx decoder.int8.onnx joiner.int8.onnx tokens.txt; do
+ curl -L --fail -o "models/parakeet-v3-int8/$f" "$BASE/$f"
+done
+
+# 3. Python environment for the sherpa-onnx baselines.
+python3 -m venv .venv
+.venv/bin/pip install sherpa-onnx numpy
+```
+
+`setup.sh` downloads the 17 MB `whistle.pack` and rebuilds the fp32
+`encoder.onnx.data` / `decoder.onnx.data` files locally with `build-data.mjs`.
+They are **not** committed (see `.gitignore`); the pack is enough to recreate
+them byte-exactly.
+
+## Run
+
+```sh
+# One clip (language inferred: `it*` -> Italian, otherwise English)
+.venv/bin/python evaluate.py samples/jfk.wav
+
+# A whole folder
+.venv/bin/python evaluate.py "samples/*.wav"
+```
+
+`evaluate.py` prints the transcript and the word error rate (WER) against
+`samples/<name>.txt` when a reference exists. Parakeet is included
+automatically when `models/parakeet-v3-int8/` is present.
+
+| clip | Whisper tiny | Whisper base | Whistle | **Parakeet v3** |
+|---|---|---|---|---|
+| `jfk.wav` | 0% | 4.5% | 0% | 0% |
+| `en1.wav` | 0% | 0% | 8.7% | 0% |
+| `en2.wav` | 13.6% | 13.6% | 13.6% | 13.6% |
+| `it1.wav` | 24% | 12% | 20% | **4%** |
+| `it1_noisy.wav` | 24% | 12% | 24% | **0%** |
+| `it2.wav` | 21.7% | 26.1% | 4.3% | 4.3% |
+
+Average WER over these six clips (lower is better):
+
+| model | English (3) | Italian (3) | All (6) | int8 size |
+|---|---|---|---|---|
+| Whisper tiny | 4.5% | 23.2% | 13.9% | ~103 MB |
+| Whisper base | 6.0% | 16.7% | 11.4% | ~160 MB |
+| Whistle | 7.4% | 16.1% | 11.8% | ~17 MB pack (desktop) |
+| **Parakeet v3** | 4.5% | **2.8%** | **3.7%** | ~670 MB |
+
+### Reading the result
+
+- **Parakeet v3 is the clear winner**, especially for Italian and noisy audio:
+ it was perfect on the noisy Italian clip that fooled every other model.
+- The only Parakeet "errors" are number formatting ("four fifteen" → "4:15"),
+ which WER counts even though the transcript is correct.
+- The cost is size: ~670 MB int8, about four times Whisper base. It is usable
+ on a modern phone but is a large download and a lot of RAM.
+- Whisper base stays the best small model; Whistle is competitive but not a
+ clear win, and needs a custom runtime.
+- These are small neural-TTS clips, not real recordings. Run the harness on
+ real RECCoon recordings before tuning further.
+
+## Android notes
+
+- Parakeet can be added through the existing sherpa-onnx AAR with
+ `model_type="nemo_transducer"` (Java: `OfflineTransducerModelConfig`). RECCoon
+ 1.5.0-alpha exposes it as the "Parakeet v3 (best)" model in the player.
+- Whistle would need `onnxruntime-android` plus the log-mel frontend, BPE
+ tokenizer, engram features and greedy decoder from `vendor/js/whistle.js`.
diff --git a/tools/whistle-eval/build-data.mjs b/tools/whistle-eval/build-data.mjs
new file mode 100644
index 0000000..20be062
--- /dev/null
+++ b/tools/whistle-eval/build-data.mjs
@@ -0,0 +1,19 @@
+// Rebuilds the fp32 ONNX external-data files from the compact whistle.pack.
+// This is the "small weights" path: instead of committing ~145 MB of .onnx.data
+// to git (or downloading it), keep the 17 MB pack and expand it on first run.
+import fs from 'fs';
+import { parsePack, buildModelData } from './vendor/js/pack.js';
+
+const root = new URL('./vendor/', import.meta.url);
+const packBytes = fs.readFileSync(new URL('whistle.pack', root));
+const pack = parsePack(
+ packBytes.buffer.slice(packBytes.byteOffset, packBytes.byteOffset + packBytes.byteLength));
+
+for (const name of ['encoder', 'decoder']) {
+ const target = new URL(`onnx/${name}.onnx.data`, root);
+ const data = buildModelData(pack, name, (p) => {
+ process.stdout.write(`\r${name}: ${(p * 100).toFixed(0)}% `);
+ });
+ fs.writeFileSync(target, data);
+ process.stdout.write(`\r${name}: wrote ${data.length} bytes\n`);
+}
diff --git a/tools/whistle-eval/evaluate.py b/tools/whistle-eval/evaluate.py
new file mode 100644
index 0000000..f4437ea
--- /dev/null
+++ b/tools/whistle-eval/evaluate.py
@@ -0,0 +1,141 @@
+#!/usr/bin/env python3
+"""Compare Cactus Whistle with the app's Whisper models on the same clips.
+
+Usage:
+ python evaluate.py samples/jfk.wav en
+ python evaluate.py samples/*.wav # language guessed from a *.it.wav suffix
+
+For every clip this runs:
+ * Whisper tiny (int8, multilingual) through sherpa-onnx
+ * Whisper base (int8, multilingual) through sherpa-onnx
+ * Cactus Whistle through its reference Node pipeline
+and prints the transcript plus the word error rate (WER) against
+`samples/<name>.txt` when that reference file exists.
+
+Setup (see README.md):
+ npm install
+ node build-data.mjs
+ python3 -m venv .venv && .venv/bin/pip install sherpa-onnx numpy
+"""
+import argparse
+import glob
+import os
+import re
+import subprocess
+import sys
+import unicodedata
+import wave
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+VENV = os.environ.get("WHISTLE_EVAL_PYTHON", sys.executable)
+
+
+def normalize(text: str) -> list:
+ text = unicodedata.normalize("NFKD", text.lower())
+ text = "".join(c for c in text if not unicodedata.combining(c))
+ text = re.sub(r"[^a-z0-9]+", " ", text)
+ return text.split()
+
+
+def wer(reference: list, hypothesis: list) -> float:
+ if not reference:
+ return 0.0 if not hypothesis else 1.0
+ previous = list(range(len(hypothesis) + 1))
+ for i, ref in enumerate(reference, start=1):
+ current = [i]
+ for j, hyp in enumerate(hypothesis, start=1):
+ cost = 0 if ref == hyp else 1
+ current.append(min(previous[j] + 1, current[j - 1] + 1, previous[j - 1] + cost))
+ previous = current
+ return previous[-1] / len(reference)
+
+
+def read_reference(audio: str):
+ base = os.path.splitext(audio)[0]
+ for candidate in (base + ".txt", audio + ".txt"):
+ if os.path.isfile(candidate):
+ with open(candidate, encoding="utf-8") as handle:
+ return handle.read().strip()
+ return None
+
+
+def run_whistle(audio: str) -> str:
+ out = subprocess.run(
+ ["node", os.path.join(HERE, "vendor", "js", "example.mjs"), audio],
+ cwd=HERE, capture_output=True, text=True, timeout=600)
+ if out.returncode != 0:
+ return f"<whistle failed: {out.stderr.strip().splitlines()[-1] if out.stderr else '?'}>"
+ first = out.stdout.strip().splitlines()[0] if out.stdout.strip() else ""
+ return re.sub(r"^\[[a-z]{2}\]\s*", "", first)
+
+
+def parakeet_available() -> bool:
+ return os.path.isfile(os.path.join(
+ HERE, "models", "parakeet-v3-int8", "encoder.int8.onnx"))
+
+
+def run_parakeet(audio: str) -> str:
+ script = os.path.join(HERE, "parakeet_baseline.py")
+ out = subprocess.run(
+ [VENV, script, audio], capture_output=True, text=True, timeout=1200)
+ if out.returncode != 0:
+ tail = out.stderr.strip().splitlines()
+ return f"<parakeet failed: {tail[-1] if tail else '?'}>"
+ return out.stdout.strip()
+
+
+def run_whisper(audio: str, size: str, language: str) -> str:
+ script = os.path.join(HERE, "whisper_baseline.py")
+ out = subprocess.run(
+ [VENV, script, audio, size, language],
+ capture_output=True, text=True, timeout=900)
+ if out.returncode != 0:
+ tail = out.stderr.strip().splitlines()
+ return f"<whisper {size} failed: {tail[-1] if tail else '?'}>"
+ return out.stdout.strip()
+
+
+def main() -> int:
+ parser = argparse.ArgumentParser()
+ parser.add_argument("clips", nargs="+")
+ parser.add_argument("language", nargs="?", default=None)
+ args = parser.parse_args()
+
+ clips = []
+ for pattern in args.clips:
+ clips.extend(sorted(glob.glob(pattern)) or [pattern])
+
+ print(f"{'clip':<16} {'model':<14} {'WER':>7} transcript")
+ print("-" * 100)
+ for audio in clips:
+ if not os.path.isfile(audio):
+ print(f"{audio}: not found")
+ continue
+ language = args.language
+ name = os.path.basename(audio).lower()
+ if language is None:
+ language = "it" if (name.startswith("it") or ".it." in name) else "en"
+ reference = read_reference(audio)
+ ref_words = normalize(reference) if reference else None
+
+ results = [
+ ("whistle", run_whistle(audio)),
+ ("whisper tiny", run_whisper(audio, "tiny", language)),
+ ("whisper base", run_whisper(audio, "base", language)),
+ ]
+ if parakeet_available():
+ results.append(("parakeet v3", run_parakeet(audio)))
+ for model, text in results:
+ if ref_words is None:
+ score = " n/a"
+ else:
+ score = f"{wer(ref_words, normalize(text)) * 100:6.1f}%"
+ print(f"{os.path.basename(audio):<16} {model:<14} {score} {text}")
+ if reference:
+ print(f"{'':<16} {'reference':<14} {'':>7} {reference}")
+ print()
+ return 0
+
+
+if __name__ == "__main__":
+ raise SystemExit(main())
diff --git a/tools/whistle-eval/package-lock.json b/tools/whistle-eval/package-lock.json
new file mode 100644
index 0000000..063b6cc
--- /dev/null
+++ b/tools/whistle-eval/package-lock.json
@@ -0,0 +1,229 @@
+{
+ "name": "reccoon-whistle-eval",
+ "version": "1.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "reccoon-whistle-eval",
+ "version": "1.0.0",
+ "dependencies": {
+ "onnxruntime-node": "^1.20.1"
+ }
+ },
+ "node_modules/adm-zip": {
+ "version": "0.6.1",
+ "resolved": "https://registry.npmjs.org/adm-zip/-/adm-zip-0.6.1.tgz",
+ "integrity": "sha512-Xwrja8nx9e5o2N1my4DsKCeKpdrnACyr1wtbPxBDgGzKzKyE9kRtBFA8mWldI+RVlD7CBZNWY/wQ2+ydwOR6kQ==",
+ "license": "MIT",
+ "engines": {
+ "node": ">=14.0"
+ }
+ },
+ "node_modules/define-data-property": {
+ "version": "1.1.4",
+ "resolved": "https://registry.npmjs.org/define-data-property/-/define-data-property-1.1.4.tgz",
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+ "license": "MIT",
+ "dependencies": {
+ "es-define-property": "^1.0.0",
+ "es-errors": "^1.3.0",
+ "gopd": "^1.0.1"
+ },
+ "engines": {
+ "node": ">= 0.4"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
+ },
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+ "define-data-property": "^1.0.1",
+ "has-property-descriptors": "^1.0.0",
+ "object-keys": "^1.1.1"
+ },
+ "engines": {
+ "node": ">= 0.4"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
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+ "license": "MIT",
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+ }
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+ "license": "MIT",
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/global-agent": {
+ "version": "4.1.3",
+ "resolved": "https://registry.npmjs.org/global-agent/-/global-agent-4.1.3.tgz",
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+ "license": "BSD-3-Clause",
+ "dependencies": {
+ "globalthis": "^1.0.2",
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+ },
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+ }
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+ "license": "MIT",
+ "engines": {
+ "node": ">= 0.4"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
+ },
+ "node_modules/has-property-descriptors": {
+ "version": "1.0.2",
+ "resolved": "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz",
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+ "license": "MIT",
+ "dependencies": {
+ "es-define-property": "^1.0.0"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
+ },
+ "node_modules/matcher": {
+ "version": "4.0.0",
+ "resolved": "https://registry.npmjs.org/matcher/-/matcher-4.0.0.tgz",
+ "integrity": "sha512-S6x5wmcDmsDRRU/c2dkccDwQPXoFczc5+HpQ2lON8pnvHlnvHAHj5WlLVvw6n6vNyHuVugYrFohYxbS+pvFpKQ==",
+ "license": "MIT",
+ "dependencies": {
+ "escape-string-regexp": "^4.0.0"
+ },
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
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+ "version": "1.1.1",
+ "resolved": "https://registry.npmjs.org/object-keys/-/object-keys-1.1.1.tgz",
+ "integrity": "sha512-NuAESUOUMrlIXOfHKzD6bpPu3tYt3xvjNdRIQ+FeT0lNb4K8WR70CaDxhuNguS2XG+GjkyMwOzsN5ZktImfhLA==",
+ "license": "MIT",
+ "engines": {
+ "node": ">= 0.4"
+ }
+ },
+ "node_modules/onnxruntime-common": {
+ "version": "1.30.0",
+ "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.30.0.tgz",
+ "integrity": "sha512-7fdVWjAID1dVhH/G8qK3APARunV4VkBFoCQAP7qp4Wkab0mrorvmc+sqiT+mKXOzDqdjN5j+/Z9nb4gzNPWcyA==",
+ "license": "MIT"
+ },
+ "node_modules/onnxruntime-node": {
+ "version": "1.30.0",
+ "resolved": "https://registry.npmjs.org/onnxruntime-node/-/onnxruntime-node-1.30.0.tgz",
+ "integrity": "sha512-twhs1C2C/BFkz1yc5OY0KIU2GUq6DURO7hD4bx5Q2Qy3nAMJwRXW8xU3NVczE29VA9lolLOYepoD8fjTGOfIqw==",
+ "hasInstallScript": true,
+ "license": "MIT",
+ "os": [
+ "win32",
+ "darwin",
+ "linux"
+ ],
+ "dependencies": {
+ "adm-zip": "^0.6.0",
+ "global-agent": "^4.1.3",
+ "onnxruntime-common": "1.30.0"
+ }
+ },
+ "node_modules/semver": {
+ "version": "7.8.5",
+ "resolved": "https://registry.npmjs.org/semver/-/semver-7.8.5.tgz",
+ "integrity": "sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==",
+ "license": "ISC",
+ "bin": {
+ "semver": "bin/semver.js"
+ },
+ "engines": {
+ "node": ">=10"
+ }
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+ "license": "MIT",
+ "dependencies": {
+ "type-fest": "^0.20.2"
+ },
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/type-fest": {
+ "version": "0.20.2",
+ "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.20.2.tgz",
+ "integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==",
+ "license": "(MIT OR CC0-1.0)",
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ }
+ }
+}
diff --git a/tools/whistle-eval/package.json b/tools/whistle-eval/package.json
new file mode 100644
index 0000000..b34444b
--- /dev/null
+++ b/tools/whistle-eval/package.json
@@ -0,0 +1,14 @@
+{
+ "name": "reccoon-whistle-eval",
+ "version": "1.0.0",
+ "private": true,
+ "type": "module",
+ "description": "Desktop evaluation harness for the Cactus Whistle ASR model.",
+ "scripts": {
+ "build-data": "node build-data.mjs",
+ "transcribe": "node vendor/js/example.mjs"
+ },
+ "dependencies": {
+ "onnxruntime-node": "^1.20.1"
+ }
+}
diff --git a/tools/whistle-eval/parakeet_baseline.py b/tools/whistle-eval/parakeet_baseline.py
new file mode 100644
index 0000000..16987de
--- /dev/null
+++ b/tools/whistle-eval/parakeet_baseline.py
@@ -0,0 +1,67 @@
+#!/usr/bin/env python3
+"""Run NVIDIA Parakeet TDT 0.6B v3 (multilingual) through sherpa-onnx.
+
+Usage:
+ python parakeet_baseline.py <audio.wav>
+
+Requires a virtualenv with `sherpa-onnx` installed and the int8 model under
+./models/parakeet-v3-int8/ (see README.md).
+"""
+import argparse
+import os
+import sys
+import wave
+
+import numpy as np
+import sherpa_onnx
+
+
+def main() -> int:
+ parser = argparse.ArgumentParser()
+ parser.add_argument("audio")
+ args = parser.parse_args()
+
+ model_dir = os.path.join(os.path.dirname(__file__), "models", "parakeet-v3-int8")
+ encoder = os.path.join(model_dir, "encoder.int8.onnx")
+ decoder = os.path.join(model_dir, "decoder.int8.onnx")
+ joiner = os.path.join(model_dir, "joiner.int8.onnx")
+ tokens = os.path.join(model_dir, "tokens.txt")
+ for path in (encoder, decoder, joiner, tokens):
+ if not os.path.isfile(path):
+ print(f"missing {path}", file=sys.stderr)
+ return 2
+
+ recognizer = sherpa_onnx.OfflineRecognizer.from_transducer(
+ encoder=encoder,
+ decoder=decoder,
+ joiner=joiner,
+ tokens=tokens,
+ num_threads=2,
+ sample_rate=16000,
+ feature_dim=80,
+ decoding_method="greedy_search",
+ model_type="nemo_transducer",
+ debug=False,
+ )
+
+ with wave.open(args.audio, "rb") as wav:
+ sample_rate = wav.getframerate()
+ channels = wav.getnchannels()
+ width = wav.getsampwidth()
+ frames = wav.readframes(wav.getnframes())
+ if width != 2:
+ print("only 16-bit PCM WAV is supported", file=sys.stderr)
+ return 2
+ samples = np.frombuffer(frames, dtype=np.int16).astype(np.float32) / 32768.0
+ if channels > 1:
+ samples = samples.reshape(-1, channels).mean(axis=1)
+
+ stream = recognizer.create_stream()
+ stream.accept_waveform(sample_rate, samples)
+ recognizer.decode_stream(stream)
+ print(stream.result.text)
+ return 0
+
+
+if __name__ == "__main__":
+ raise SystemExit(main())
diff --git a/tools/whistle-eval/samples/README.md b/tools/whistle-eval/samples/README.md
new file mode 100644
index 0000000..28f0d12
--- /dev/null
+++ b/tools/whistle-eval/samples/README.md
@@ -0,0 +1,41 @@
+# Test clips
+
+The audio files are not committed. Recreate them with `edge-tts` (neural TTS)
+and `ffmpeg`, or drop your own 16 kHz mono 16-bit WAV files here. When a
+`<name>.txt` sidecar exists, `evaluate.py` reports the WER against it.
+
+```sh
+# English
+edge-tts --voice en-US-AriaNeural \
+ --text "The quick brown fox jumps over the lazy dog near the riverbank, while the scientists carefully measured the temperature of the experimental apparatus." \
+ --write-media en1.mp3
+# Italian
+edge-tts --voice it-IT-ElsaNeural \
+ --text "Il rapido volpe marrone salta sopra il cane pigro vicino alla riva del fiume, mentre gli scienziati misurano con attenzione la temperatura dell'apparecchiatura sperimentale." \
+ --write-media it1.mp3
+# ...then:
+for f in en1 it1; do
+ ffmpeg -y -i "$f.mp3" -ar 16000 -ac 1 -c:a pcm_s16le "$f.wav"
+done
+```
+
+The JFK clip is the public sample from
+[whisper.cpp](https://github.com/ggerganov/whisper.cpp/blob/master/samples/jfk.wav).
+
+## References used by the committed test set
+
+| file | reference |
+|---|---|
+| `jfk.wav` | And so my fellow Americans ask not what your country can do for you ask what you can do for your country |
+| `en1.wav` | The quick brown fox jumps over the lazy dog near the riverbank, while the scientists carefully measured the temperature of the experimental apparatus. |
+| `en2.wav` | Please call me back at four fifteen in the afternoon. The meeting is with Doctor Smith and Professor Johnson from the university. |
+| `it1.wav` | Il rapido volpe marrone salta sopra il cane pigro vicino alla riva del fiume, mentre gli scienziati misurano con attenzione la temperatura dell'apparecchiatura sperimentale. |
+| `it2.wav` | Per favore, richiamami alle quattro e un quarto del pomeriggio. L'incontro e con il dottor Rossi e la professoressa Bianchi dell'universita. |
+
+`it1_noisy.wav` is `it1.wav` mixed with low-level white noise:
+
+```sh
+ffmpeg -y -i it1.wav -f lavfi -i "anoisesrc=color=white:amplitude=0.03:duration=999" \
+ -filter_complex "[0:a][1:a]amix=inputs=2:duration=first:weights=1 0.35" \
+ -ar 16000 -ac 1 -c:a pcm_s16le it1_noisy.wav
+```
diff --git a/tools/whistle-eval/samples/en1.txt b/tools/whistle-eval/samples/en1.txt
new file mode 100644
index 0000000..2848fe3
--- /dev/null
+++ b/tools/whistle-eval/samples/en1.txt
@@ -0,0 +1 @@
+The quick brown fox jumps over the lazy dog near the riverbank, while the scientists carefully measured the temperature of the experimental apparatus.
diff --git a/tools/whistle-eval/samples/en2.txt b/tools/whistle-eval/samples/en2.txt
new file mode 100644
index 0000000..da8a6ff
--- /dev/null
+++ b/tools/whistle-eval/samples/en2.txt
@@ -0,0 +1 @@
+Please call me back at four fifteen in the afternoon. The meeting is with Doctor Smith and Professor Johnson from the university.
diff --git a/tools/whistle-eval/samples/it1.txt b/tools/whistle-eval/samples/it1.txt
new file mode 100644
index 0000000..680e8da
--- /dev/null
+++ b/tools/whistle-eval/samples/it1.txt
@@ -0,0 +1 @@
+Il rapido volpe marrone salta sopra il cane pigro vicino alla riva del fiume, mentre gli scienziati misurano con attenzione la temperatura dell'apparecchiatura sperimentale.
diff --git a/tools/whistle-eval/samples/it1_noisy.txt b/tools/whistle-eval/samples/it1_noisy.txt
new file mode 100644
index 0000000..680e8da
--- /dev/null
+++ b/tools/whistle-eval/samples/it1_noisy.txt
@@ -0,0 +1 @@
+Il rapido volpe marrone salta sopra il cane pigro vicino alla riva del fiume, mentre gli scienziati misurano con attenzione la temperatura dell'apparecchiatura sperimentale.
diff --git a/tools/whistle-eval/samples/it2.txt b/tools/whistle-eval/samples/it2.txt
new file mode 100644
index 0000000..903d626
--- /dev/null
+++ b/tools/whistle-eval/samples/it2.txt
@@ -0,0 +1 @@
+Per favore, richiamami alle quattro e un quarto del pomeriggio. L'incontro e con il dottor Rossi e la professoressa Bianchi dell'universita.
diff --git a/tools/whistle-eval/samples/jfk.txt b/tools/whistle-eval/samples/jfk.txt
new file mode 100644
index 0000000..a67a12c
--- /dev/null
+++ b/tools/whistle-eval/samples/jfk.txt
@@ -0,0 +1 @@
+And so my fellow Americans ask not what your country can do for you ask what you can do for your country
diff --git a/tools/whistle-eval/setup.sh b/tools/whistle-eval/setup.sh
new file mode 100755
index 0000000..fde74fe
--- /dev/null
+++ b/tools/whistle-eval/setup.sh
@@ -0,0 +1,38 @@
+#!/usr/bin/env bash
+# Fetches everything the Whistle evaluation harness needs and rebuilds the
+# ONNX external-data files from the small whistle.pack.
+set -euo pipefail
+cd "$(dirname "$0")"
+
+WHISTLE_BASE="https://huggingface.co/mrfakename/whistle-ONNX/resolve/main"
+WHISPER_BASE="https://huggingface.co/csukuangfj/sherpa-onnx-whisper"
+
+mkdir -p vendor/js vendor/onnx models/tiny models/base
+
+echo "==> Downloading the Whistle pack and ONNX graphs"
+curl -L --fail -o vendor/whistle.pack "$WHISTLE_BASE/whistle.pack"
+curl -L --fail -o vendor/onnx/encoder.onnx "$WHISTLE_BASE/onnx/encoder.onnx"
+curl -L --fail -o vendor/onnx/decoder.onnx "$WHISTLE_BASE/onnx/decoder.onnx"
+
+echo "==> Downloading the reference JS pipeline"
+for file in pack.js whistle.js backend.js example.mjs; do
+ curl -L --fail -o "vendor/js/$file" "$WHISTLE_BASE/js/$file"
+done
+
+echo "==> Installing onnxruntime-node"
+npm install --no-audit --no-fund
+
+echo "==> Rebuilding fp32 ONNX data from whistle.pack"
+node build-data.mjs
+
+echo "==> Downloading Whisper tiny/base int8 (sherpa-onnx)"
+for model in tiny base; do
+ for file in encoder.int8.onnx decoder.int8.onnx tokens.txt; do
+ curl -L --fail -o "models/$model/$file" "$WHISPER_BASE-$model/resolve/main/$model-$file"
+ done
+done
+
+echo
+echo "Done. Next:"
+echo " python3 -m venv .venv && .venv/bin/pip install sherpa-onnx numpy"
+echo " .venv/bin/python evaluate.py \"samples/*.wav\""
diff --git a/tools/whistle-eval/whisper_baseline.py b/tools/whistle-eval/whisper_baseline.py
new file mode 100644
index 0000000..9be7014
--- /dev/null
+++ b/tools/whistle-eval/whisper_baseline.py
@@ -0,0 +1,65 @@
+#!/usr/bin/env python3
+"""Run the same sherpa-onnx multilingual Whisper model that the app uses.
+
+Usage:
+ python whisper_baseline.py <audio.wav> [tiny|base] [language]
+
+Requires a virtualenv with `sherpa-onnx` installed (see README.md). The model
+files are expected under ./models/<size>/.
+"""
+import argparse
+import os
+import sys
+import wave
+
+import numpy as np
+import sherpa_onnx
+
+
+def main() -> int:
+ parser = argparse.ArgumentParser()
+ parser.add_argument("audio")
+ parser.add_argument("size", nargs="?", default="base", choices=["tiny", "base"])
+ parser.add_argument("language", nargs="?", default="en")
+ args = parser.parse_args()
+
+ model_dir = os.path.join(os.path.dirname(__file__), "models", args.size)
+ encoder = os.path.join(model_dir, "encoder.int8.onnx")
+ decoder = os.path.join(model_dir, "decoder.int8.onnx")
+ tokens = os.path.join(model_dir, "tokens.txt")
+ for path in (encoder, decoder, tokens):
+ if not os.path.isfile(path):
+ print(f"missing {path}", file=sys.stderr)
+ return 2
+
+ recognizer = sherpa_onnx.OfflineRecognizer.from_whisper(
+ encoder=encoder,
+ decoder=decoder,
+ tokens=tokens,
+ language=args.language,
+ task="transcribe",
+ num_threads=2,
+ decoding_method="greedy_search",
+ debug=False,
+ )
+ with wave.open(args.audio, "rb") as wav:
+ sample_rate = wav.getframerate()
+ channels = wav.getnchannels()
+ width = wav.getsampwidth()
+ frames = wav.readframes(wav.getnframes())
+ if width != 2:
+ print("only 16-bit PCM WAV is supported", file=sys.stderr)
+ return 2
+ samples = np.frombuffer(frames, dtype=np.int16).astype(np.float32) / 32768.0
+ if channels > 1:
+ samples = samples.reshape(-1, channels).mean(axis=1)
+
+ stream = recognizer.create_stream()
+ stream.accept_waveform(sample_rate, samples)
+ recognizer.decode_stream(stream)
+ print(stream.result.text)
+ return 0
+
+
+if __name__ == "__main__":
+ raise SystemExit(main())