From 5a22f74b2b0700b9f986bc9f01ae93b58b2117c9 Mon Sep 17 00:00:00 2001 From: Fangjun Kuang Date: Sun, 13 Oct 2024 14:02:57 +0800 Subject: [PATCH] Android demo for speaker diarization (#1423) --- .../workflows/apk-speaker-diarization.yaml | 175 +++++++++++++++ .../workflows/apk-speaker-identification.yaml | 62 ++++++ .github/workflows/apk-vad.yaml | 2 +- README.md | 51 +++-- android/README.md | 2 + .../SherpaOnnxSpeakerDiarization/.gitignore | 15 ++ .../app/.gitignore | 1 + .../app/build.gradle.kts | 71 ++++++ .../app/proguard-rules.pro | 21 ++ .../diarization/ExampleInstrumentedTest.kt | 24 ++ .../app/src/main/AndroidManifest.xml | 32 +++ .../app/src/main/assets/.gitkeep | 0 .../onnx/speaker/diarization/BarItem.kt | 13 ++ .../onnx/speaker/diarization/MainActivity.kt | 132 +++++++++++ .../onnx/speaker/diarization/NavBarItems.kt | 20 ++ .../onnx/speaker/diarization/NavRoutes.kt | 6 + .../diarization/OfflineSpeakerDiarization.kt | 1 + .../onnx/speaker/diarization/ReadWaveFile.kt | 137 ++++++++++++ .../diarization/SpeakerDiarizationObject.kt | 66 ++++++ .../SpeakerEmbeddingExtractorConfig.kt | 1 + .../onnx/speaker/diarization/screens/Help.kt | 38 ++++ .../onnx/speaker/diarization/screens/Home.kt | 210 ++++++++++++++++++ .../speaker/diarization/ui/theme/Color.kt | 11 + .../speaker/diarization/ui/theme/Theme.kt | 58 +++++ .../onnx/speaker/diarization/ui/theme/Type.kt | 34 +++ .../app/src/main/jniLibs/arm64-v8a/.gitkeep | 0 .../app/src/main/jniLibs/armeabi-v7a/.gitkeep | 0 .../app/src/main/jniLibs/x86/.gitkeep | 0 .../app/src/main/jniLibs/x86_64/.gitkeep | 0 .../drawable-v24/ic_launcher_foreground.xml | 30 +++ .../res/drawable/ic_launcher_background.xml | 170 ++++++++++++++ .../res/mipmap-anydpi-v26/ic_launcher.xml | 6 + .../mipmap-anydpi-v26/ic_launcher_round.xml | 6 + .../src/main/res/mipmap-hdpi/ic_launcher.webp | Bin 0 -> 1404 bytes .../res/mipmap-hdpi/ic_launcher_round.webp | Bin 0 -> 2898 bytes .../src/main/res/mipmap-mdpi/ic_launcher.webp | Bin 0 -> 982 bytes .../res/mipmap-mdpi/ic_launcher_round.webp | Bin 0 -> 1772 bytes .../main/res/mipmap-xhdpi/ic_launcher.webp | Bin 0 -> 1900 bytes .../res/mipmap-xhdpi/ic_launcher_round.webp | Bin 0 -> 3918 bytes .../main/res/mipmap-xxhdpi/ic_launcher.webp | Bin 0 -> 2884 bytes .../res/mipmap-xxhdpi/ic_launcher_round.webp | Bin 0 -> 5914 bytes .../main/res/mipmap-xxxhdpi/ic_launcher.webp | Bin 0 -> 3844 bytes .../res/mipmap-xxxhdpi/ic_launcher_round.webp | Bin 0 -> 7778 bytes .../app/src/main/res/values/colors.xml | 10 + .../app/src/main/res/values/strings.xml | 3 + .../app/src/main/res/values/themes.xml | 5 + .../app/src/main/res/xml/backup_rules.xml | 13 ++ .../main/res/xml/data_extraction_rules.xml | 19 ++ .../speaker/diarization/ExampleUnitTest.kt | 17 ++ .../build.gradle.kts | 5 + .../gradle.properties | 23 ++ .../gradle/libs.versions.toml | 35 +++ .../gradle/wrapper/gradle-wrapper.jar | Bin 0 -> 59203 bytes .../gradle/wrapper/gradle-wrapper.properties | 6 + android/SherpaOnnxSpeakerDiarization/gradlew | 185 +++++++++++++++ .../SherpaOnnxSpeakerDiarization/gradlew.bat | 89 ++++++++ .../settings.gradle.kts | 23 ++ .../SpeakerEmbeddingExtractorConfig.kt | 1 + .../SpeakerEmbeddingExtractorConfig.kt | 1 + kotlin-api-examples/run.sh | 2 + scripts/apk/build-apk-speaker-diarization.sh | 73 ++++++ .../kotlin-api/OfflineSpeakerDiarization.kt | 11 +- sherpa-onnx/kotlin-api/Speaker.kt | 7 - .../SpeakerEmbeddingExtractorConfig.kt | 8 + 64 files changed, 1905 insertions(+), 26 deletions(-) create mode 100644 .github/workflows/apk-speaker-diarization.yaml create mode 100644 android/SherpaOnnxSpeakerDiarization/.gitignore create mode 100644 android/SherpaOnnxSpeakerDiarization/app/.gitignore create mode 100644 android/SherpaOnnxSpeakerDiarization/app/build.gradle.kts create mode 100644 android/SherpaOnnxSpeakerDiarization/app/proguard-rules.pro create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/androidTest/java/com/k2fsa/sherpa/onnx/speaker/diarization/ExampleInstrumentedTest.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/AndroidManifest.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/assets/.gitkeep create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/BarItem.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/MainActivity.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavBarItems.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavRoutes.kt create mode 120000 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/OfflineSpeakerDiarization.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ReadWaveFile.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerDiarizationObject.kt create mode 120000 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerEmbeddingExtractorConfig.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Help.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Home.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Color.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Theme.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Type.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/arm64-v8a/.gitkeep create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/armeabi-v7a/.gitkeep create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/x86/.gitkeep create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/x86_64/.gitkeep create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable-v24/ic_launcher_foreground.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable/ic_launcher_background.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-hdpi/ic_launcher.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-hdpi/ic_launcher_round.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-mdpi/ic_launcher.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-mdpi/ic_launcher_round.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-xhdpi/ic_launcher.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-xhdpi/ic_launcher_round.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-xxhdpi/ic_launcher.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-xxxhdpi/ic_launcher.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/values/colors.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/values/strings.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/values/themes.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/xml/backup_rules.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/main/res/xml/data_extraction_rules.xml create mode 100644 android/SherpaOnnxSpeakerDiarization/app/src/test/java/com/k2fsa/sherpa/onnx/speaker/diarization/ExampleUnitTest.kt create mode 100644 android/SherpaOnnxSpeakerDiarization/build.gradle.kts create mode 100644 android/SherpaOnnxSpeakerDiarization/gradle.properties create mode 100644 android/SherpaOnnxSpeakerDiarization/gradle/libs.versions.toml create mode 100644 android/SherpaOnnxSpeakerDiarization/gradle/wrapper/gradle-wrapper.jar create mode 100644 android/SherpaOnnxSpeakerDiarization/gradle/wrapper/gradle-wrapper.properties create mode 100755 android/SherpaOnnxSpeakerDiarization/gradlew create mode 100644 android/SherpaOnnxSpeakerDiarization/gradlew.bat create mode 100644 android/SherpaOnnxSpeakerDiarization/settings.gradle.kts create mode 120000 android/SherpaOnnxSpeakerIdentification/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/identification/SpeakerEmbeddingExtractorConfig.kt create mode 120000 kotlin-api-examples/SpeakerEmbeddingExtractorConfig.kt create mode 100755 scripts/apk/build-apk-speaker-diarization.sh create mode 100644 sherpa-onnx/kotlin-api/SpeakerEmbeddingExtractorConfig.kt diff --git a/.github/workflows/apk-speaker-diarization.yaml b/.github/workflows/apk-speaker-diarization.yaml new file mode 100644 index 000000000..19f0b99bc --- /dev/null +++ b/.github/workflows/apk-speaker-diarization.yaml @@ -0,0 +1,175 @@ +name: apk-speaker-diarization + +on: + push: + branches: + - apk + - android-demo-speaker-diarization-2 + + workflow_dispatch: + +concurrency: + group: apk-speaker-diarization-${{ github.ref }} + cancel-in-progress: true + +permissions: + contents: write + +jobs: + apk_speaker_identification: + if: github.repository_owner == 'csukuangfj' || github.repository_owner == 'k2-fsa' + runs-on: ${{ matrix.os }} + name: apk for speaker diarization ${{ matrix.index }}/${{ matrix.total }} + strategy: + fail-fast: false + matrix: + os: [ubuntu-latest] + total: ["1"] + index: ["0"] + + steps: + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + + # https://github.com/actions/setup-java + - uses: actions/setup-java@v4 + with: + distribution: 'temurin' # See 'Supported distributions' for available options + java-version: '21' + + - name: ccache + uses: hendrikmuhs/ccache-action@v1.2 + with: + key: ${{ matrix.os }}-android + + - name: Display NDK HOME + shell: bash + run: | + echo "ANDROID_NDK_LATEST_HOME: ${ANDROID_NDK_LATEST_HOME}" + ls -lh ${ANDROID_NDK_LATEST_HOME} + + - name: Install Python dependencies + shell: bash + run: | + python3 -m pip install --upgrade pip jinja2 + + - name: Setup build tool version variable + shell: bash + run: | + echo "---" + ls -lh /usr/local/lib/android/ + echo "---" + + ls -lh /usr/local/lib/android/sdk + echo "---" + + ls -lh /usr/local/lib/android/sdk/build-tools + echo "---" + + BUILD_TOOL_VERSION=$(ls /usr/local/lib/android/sdk/build-tools/ | tail -n 1) + echo "BUILD_TOOL_VERSION=$BUILD_TOOL_VERSION" >> $GITHUB_ENV + echo "Last build tool version is: $BUILD_TOOL_VERSION" + + - name: Generate build script + shell: bash + run: | + cd scripts/apk + + chmod +x build-apk-speaker-diarization.sh + mv -v ./build-apk-speaker-diarization.sh ../.. + + - name: build APK + shell: bash + run: | + export CMAKE_CXX_COMPILER_LAUNCHER=ccache + export PATH="/usr/lib/ccache:/usr/local/opt/ccache/libexec:$PATH" + cmake --version + + export ANDROID_NDK=$ANDROID_NDK_LATEST_HOME + ./build-apk-speaker-diarization.sh + + - name: Display APK + shell: bash + run: | + ls -lh ./apks/ + du -h -d1 . + + # https://github.com/marketplace/actions/sign-android-release + - uses: r0adkll/sign-android-release@v1 + name: Sign app APK + with: + releaseDirectory: ./apks + signingKeyBase64: ${{ secrets.ANDROID_SIGNING_KEY }} + alias: ${{ secrets.ANDROID_SIGNING_KEY_ALIAS }} + keyStorePassword: ${{ secrets.ANDROID_SIGNING_KEY_STORE_PASSWORD }} + env: + BUILD_TOOLS_VERSION: ${{ env.BUILD_TOOL_VERSION }} + + - name: Display APK after signing + shell: bash + run: | + ls -lh ./apks/ + du -h -d1 . + + - name: Rename APK after signing + shell: bash + run: | + cd apks + rm -fv signingKey.jks + rm -fv *.apk.idsig + rm -fv *-aligned.apk + + all_apks=$(ls -1 *-signed.apk) + echo "----" + echo $all_apks + echo "----" + for apk in ${all_apks[@]}; do + n=$(echo $apk | sed -e s/-signed//) + mv -v $apk $n + done + + cd .. + + ls -lh ./apks/ + du -h -d1 . + + - name: Display APK after rename + shell: bash + run: | + ls -lh ./apks/ + du -h -d1 . + + - name: Publish to huggingface + env: + HF_TOKEN: ${{ secrets.HF_TOKEN }} + uses: nick-fields/retry@v3 + with: + max_attempts: 20 + timeout_seconds: 200 + shell: bash + command: | + git config --global user.email "csukuangfj@gmail.com" + git config --global user.name "Fangjun Kuang" + + rm -rf huggingface + export GIT_LFS_SKIP_SMUDGE=1 + export GIT_CLONE_PROTECTION_ACTIVE=false + + SHERPA_ONNX_VERSION=$(grep "SHERPA_ONNX_VERSION" ./CMakeLists.txt | cut -d " " -f 2 | cut -d '"' -f 2) + echo "SHERPA_ONNX_VERSION $SHERPA_ONNX_VERSION" + + git clone https://huggingface.co/csukuangfj/sherpa-onnx-apk huggingface + cd huggingface + git fetch + git pull + git merge -m "merge remote" --ff origin main + + d=speaker-diarization/$SHERPA_ONNX_VERSION + mkdir -p $d/ + cp -v ../apks/*.apk $d/ + git status + git lfs track "*.apk" + git add . + git commit -m "add more apks" + git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/sherpa-onnx-apk main diff --git a/.github/workflows/apk-speaker-identification.yaml b/.github/workflows/apk-speaker-identification.yaml index ca89ec49f..e32ad3bc9 100644 --- a/.github/workflows/apk-speaker-identification.yaml +++ b/.github/workflows/apk-speaker-identification.yaml @@ -53,6 +53,23 @@ jobs: run: | python3 -m pip install --upgrade pip jinja2 + - name: Setup build tool version variable + shell: bash + run: | + echo "---" + ls -lh /usr/local/lib/android/ + echo "---" + + ls -lh /usr/local/lib/android/sdk + echo "---" + + ls -lh /usr/local/lib/android/sdk/build-tools + echo "---" + + BUILD_TOOL_VERSION=$(ls /usr/local/lib/android/sdk/build-tools/ | tail -n 1) + echo "BUILD_TOOL_VERSION=$BUILD_TOOL_VERSION" >> $GITHUB_ENV + echo "Last build tool version is: $BUILD_TOOL_VERSION" + - name: Generate build script shell: bash run: | @@ -82,6 +99,51 @@ jobs: ls -lh ./apks/ du -h -d1 . + # https://github.com/marketplace/actions/sign-android-release + - uses: r0adkll/sign-android-release@v1 + name: Sign app APK + with: + releaseDirectory: ./apks + signingKeyBase64: ${{ secrets.ANDROID_SIGNING_KEY }} + alias: ${{ secrets.ANDROID_SIGNING_KEY_ALIAS }} + keyStorePassword: ${{ secrets.ANDROID_SIGNING_KEY_STORE_PASSWORD }} + env: + BUILD_TOOLS_VERSION: ${{ env.BUILD_TOOL_VERSION }} + + - name: Display APK after signing + shell: bash + run: | + ls -lh ./apks/ + du -h -d1 . + + - name: Rename APK after signing + shell: bash + run: | + cd apks + rm -fv signingKey.jks + rm -fv *.apk.idsig + rm -fv *-aligned.apk + + all_apks=$(ls -1 *-signed.apk) + echo "----" + echo $all_apks + echo "----" + for apk in ${all_apks[@]}; do + n=$(echo $apk | sed -e s/-signed//) + mv -v $apk $n + done + + cd .. + + ls -lh ./apks/ + du -h -d1 . + + - name: Display APK after rename + shell: bash + run: | + ls -lh ./apks/ + du -h -d1 . + - name: Publish to huggingface env: HF_TOKEN: ${{ secrets.HF_TOKEN }} diff --git a/.github/workflows/apk-vad.yaml b/.github/workflows/apk-vad.yaml index 8253145b6..d9af75477 100644 --- a/.github/workflows/apk-vad.yaml +++ b/.github/workflows/apk-vad.yaml @@ -166,7 +166,7 @@ jobs: git pull git merge -m "merge remote" --ff origin main - d=vad/SHERPA_ONNX_VERSION + d=vad/$SHERPA_ONNX_VERSION mkdir -p $d cp -v ../apks/*.apk $d/ git status diff --git a/README.md b/README.md index 1828847e5..32d141f90 100644 --- a/README.md +++ b/README.md @@ -84,8 +84,9 @@ with the following APIs ### Links for Huggingface Spaces -You can visit the following Huggingface spaces to try `sherpa-onnx` without -installing anything. All you need is a browser. +
+You can visit the following Huggingface spaces to try sherpa-onnx without +installing anything. All you need is a browser. | Description | URL | |-------------------------------------------------------|------------------------------------| @@ -118,23 +119,34 @@ We also have spaces built using WebAssembly. They are listed below: |Speech synthesis (German) |[Click me][wasm-hf-tts-piper-de]| [地址][wasm-ms-tts-piper-de]| |Speaker diarization |[Click me][wasm-hf-speaker-diarization]|[地址][wasm-ms-speaker-diarization]| +
+ ### Links for pre-built Android APKs -| Description | URL | 中国用户 | -|----------------------------------------|------------------------------|-----------------------------| -| Streaming speech recognition | [Address][apk-streaming-asr] | [点此][apk-streaming-asr-cn]| -| Text-to-speech | [Address][apk-tts] | [点此][apk-tts-cn] | -| Voice activity detection (VAD) | [Address][apk-vad] | [点此][apk-vad-cn] | -| VAD + non-streaming speech recognition | [Address][apk-vad-asr] | [点此][apk-vad-asr-cn] | -| Two-pass speech recognition | [Address][apk-2pass] | [点此][apk-2pass-cn] | -| Audio tagging | [Address][apk-at] | [点此][apk-at-cn] | -| Audio tagging (WearOS) | [Address][apk-at-wearos] | [点此][apk-at-wearos-cn] | -| Speaker identification | [Address][apk-sid] | [点此][apk-sid-cn] | -| Spoken language identification | [Address][apk-slid] | [点此][apk-slid-cn] | -| Keyword spotting | [Address][apk-kws] | [点此][apk-kws-cn] | +
+ +You can find pre-built Android APKs for this repository in the following table + +| Description | URL | 中国用户 | +|----------------------------------------|------------------------------------|-----------------------------------| +| Speaker diarization | [Address][apk-speaker-diarization] | [点此][apk-speaker-diarization-cn]| +| Streaming speech recognition | [Address][apk-streaming-asr] | [点此][apk-streaming-asr-cn] | +| Text-to-speech | [Address][apk-tts] | [点此][apk-tts-cn] | +| Voice activity detection (VAD) | [Address][apk-vad] | [点此][apk-vad-cn] | +| VAD + non-streaming speech recognition | [Address][apk-vad-asr] | [点此][apk-vad-asr-cn] | +| Two-pass speech recognition | [Address][apk-2pass] | [点此][apk-2pass-cn] | +| Audio tagging | [Address][apk-at] | [点此][apk-at-cn] | +| Audio tagging (WearOS) | [Address][apk-at-wearos] | [点此][apk-at-wearos-cn] | +| Speaker identification | [Address][apk-sid] | [点此][apk-sid-cn] | +| Spoken language identification | [Address][apk-slid] | [点此][apk-slid-cn] | +| Keyword spotting | [Address][apk-kws] | [点此][apk-kws-cn] | + +
### Links for pre-built Flutter APPs +
+ #### Real-time speech recognition | Description | URL | 中国用户 | @@ -153,17 +165,24 @@ We also have spaces built using WebAssembly. They are listed below: > Note: You need to build from source for iOS. +
+ ### Links for pre-built Lazarus APPs +
+ #### Generating subtitles | Description | URL | 中国用户 | |--------------------------------|----------------------------|----------------------------| | Generate subtitles (生成字幕) | [Address][lazarus-subtitle]| [点此][lazarus-subtitle-cn]| +
### Links for pre-trained models +
+ | Description | URL | |---------------------------------------------|---------------------------------------------------------------------------------------| | Speech recognition (speech to text, ASR) | [Address][asr-models] | @@ -176,6 +195,8 @@ We also have spaces built using WebAssembly. They are listed below: | Punctuation | [Address][punct-models] | | Speaker segmentation | [Address][speaker-segmentation-models] | +
+ ### Useful links - Documentation: https://k2-fsa.github.io/sherpa/onnx/ @@ -265,6 +286,8 @@ Video demo in Chinese: [爆了！炫神教你开打字挂！真正影响胜率 [wasm-ms-tts-piper-de]: https://modelscope.cn/studios/k2-fsa/web-assembly-tts-sherpa-onnx-de [wasm-hf-speaker-diarization]: https://huggingface.co/spaces/k2-fsa/web-assembly-speaker-diarization-sherpa-onnx [wasm-ms-speaker-diarization]: https://www.modelscope.cn/studios/csukuangfj/web-assembly-speaker-diarization-sherpa-onnx +[apk-speaker-diarization]: https://k2-fsa.github.io/sherpa/onnx/speaker-diarization/apk.html +[apk-speaker-diarization-cn]: https://k2-fsa.github.io/sherpa/onnx/speaker-diarization/apk-cn.html [apk-streaming-asr]: https://k2-fsa.github.io/sherpa/onnx/android/apk.html [apk-streaming-asr-cn]: https://k2-fsa.github.io/sherpa/onnx/android/apk-cn.html [apk-tts]: https://k2-fsa.github.io/sherpa/onnx/tts/apk-engine.html diff --git a/android/README.md b/android/README.md index 42b29e08f..bae335598 100644 --- a/android/README.md +++ b/android/README.md @@ -4,6 +4,8 @@ Please refer to https://k2-fsa.github.io/sherpa/onnx/android/index.html for usage. +- [SherpaOnnxSpeakerDiarization](./SherpaOnnxSpeakerDiarization) It is for speaker diarization. + - [SherpaOnnx](./SherpaOnnx) It uses a streaming ASR model. - [SherpaOnnx2Pass](./SherpaOnnx2Pass) It uses a streaming ASR model diff --git a/android/SherpaOnnxSpeakerDiarization/.gitignore b/android/SherpaOnnxSpeakerDiarization/.gitignore new file mode 100644 index 000000000..aa724b770 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/.gitignore @@ -0,0 +1,15 @@ +*.iml +.gradle +/local.properties +/.idea/caches +/.idea/libraries +/.idea/modules.xml +/.idea/workspace.xml +/.idea/navEditor.xml +/.idea/assetWizardSettings.xml +.DS_Store +/build +/captures +.externalNativeBuild +.cxx +local.properties diff --git a/android/SherpaOnnxSpeakerDiarization/app/.gitignore b/android/SherpaOnnxSpeakerDiarization/app/.gitignore new file mode 100644 index 000000000..42afabfd2 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/.gitignore @@ -0,0 +1 @@ +/build \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/build.gradle.kts b/android/SherpaOnnxSpeakerDiarization/app/build.gradle.kts new file mode 100644 index 000000000..7a390ba42 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/build.gradle.kts @@ -0,0 +1,71 @@ +plugins { + alias(libs.plugins.android.application) + alias(libs.plugins.jetbrains.kotlin.android) +} + +android { + namespace = "com.k2fsa.sherpa.onnx.speaker.diarization" + compileSdk = 34 + + defaultConfig { + applicationId = "com.k2fsa.sherpa.onnx.speaker.diarization" + minSdk = 21 + targetSdk = 34 + versionCode = 1 + versionName = "1.0" + + testInstrumentationRunner = "androidx.test.runner.AndroidJUnitRunner" + vectorDrawables { + useSupportLibrary = true + } + } + + buildTypes { + release { + isMinifyEnabled = false + proguardFiles( + getDefaultProguardFile("proguard-android-optimize.txt"), + "proguard-rules.pro" + ) + } + } + compileOptions { + sourceCompatibility = JavaVersion.VERSION_1_8 + targetCompatibility = JavaVersion.VERSION_1_8 + } + kotlinOptions { + jvmTarget = "1.8" + } + buildFeatures { + compose = true + } + composeOptions { + kotlinCompilerExtensionVersion = "1.5.1" + } + packaging { + resources { + excludes += "/META-INF/{AL2.0,LGPL2.1}" + } + } +} + +dependencies { + + implementation(libs.androidx.core.ktx) + implementation(libs.androidx.lifecycle.runtime.ktx) + implementation(libs.androidx.activity.compose) + implementation(platform(libs.androidx.compose.bom)) + implementation(libs.androidx.ui) + implementation(libs.androidx.ui.graphics) + implementation(libs.androidx.ui.tooling.preview) + implementation(libs.androidx.material3) + implementation(libs.androidx.navigation.compose) + implementation(libs.androidx.documentfile) + testImplementation(libs.junit) + androidTestImplementation(libs.androidx.junit) + androidTestImplementation(libs.androidx.espresso.core) + androidTestImplementation(platform(libs.androidx.compose.bom)) + androidTestImplementation(libs.androidx.ui.test.junit4) + debugImplementation(libs.androidx.ui.tooling) + debugImplementation(libs.androidx.ui.test.manifest) +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/proguard-rules.pro b/android/SherpaOnnxSpeakerDiarization/app/proguard-rules.pro new file mode 100644 index 000000000..481bb4348 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/proguard-rules.pro @@ -0,0 +1,21 @@ +# Add project specific ProGuard rules here. +# You can control the set of applied configuration files using the +# proguardFiles setting in build.gradle. +# +# For more details, see +# http://developer.android.com/guide/developing/tools/proguard.html + +# If your project uses WebView with JS, uncomment the following +# and specify the fully qualified class name to the JavaScript interface +# class: +#-keepclassmembers class fqcn.of.javascript.interface.for.webview { +# public *; +#} + +# Uncomment this to preserve the line number information for +# debugging stack traces. +#-keepattributes SourceFile,LineNumberTable + +# If you keep the line number information, uncomment this to +# hide the original source file name. +#-renamesourcefileattribute SourceFile \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/androidTest/java/com/k2fsa/sherpa/onnx/speaker/diarization/ExampleInstrumentedTest.kt b/android/SherpaOnnxSpeakerDiarization/app/src/androidTest/java/com/k2fsa/sherpa/onnx/speaker/diarization/ExampleInstrumentedTest.kt new file mode 100644 index 000000000..53d7af15f --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/androidTest/java/com/k2fsa/sherpa/onnx/speaker/diarization/ExampleInstrumentedTest.kt @@ -0,0 +1,24 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization + +import androidx.test.platform.app.InstrumentationRegistry +import androidx.test.ext.junit.runners.AndroidJUnit4 + +import org.junit.Test +import org.junit.runner.RunWith + +import org.junit.Assert.* + +/** + * Instrumented test, which will execute on an Android device. + * + * See [testing documentation](http://d.android.com/tools/testing). + */ +@RunWith(AndroidJUnit4::class) +class ExampleInstrumentedTest { + @Test + fun useAppContext() { + // Context of the app under test. + val appContext = InstrumentationRegistry.getInstrumentation().targetContext + assertEquals("com.k2fsa.sherpa.onnx.speaker.diarization", appContext.packageName) + } +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/AndroidManifest.xml b/android/SherpaOnnxSpeakerDiarization/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000..d58f7e8d7 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/AndroidManifest.xml @@ -0,0 +1,32 @@ + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/assets/.gitkeep b/android/SherpaOnnxSpeakerDiarization/app/src/main/assets/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/BarItem.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/BarItem.kt new file mode 100644 index 000000000..0895cf52c --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/BarItem.kt @@ -0,0 +1,13 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization + +import androidx.compose.ui.graphics.vector.ImageVector + +data class BarItem( + val title: String, + + // see https://www.composables.com/icons + // and + // https://developer.android.com/reference/kotlin/androidx/compose/material/icons/filled/package-summary + val image: ImageVector, + val route: String, +) \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/MainActivity.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/MainActivity.kt new file mode 100644 index 000000000..7a25d49b9 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/MainActivity.kt @@ -0,0 +1,132 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization + +import android.os.Bundle +import androidx.activity.ComponentActivity +import androidx.activity.compose.setContent +import androidx.activity.enableEdgeToEdge +import androidx.compose.foundation.layout.Column +import androidx.compose.foundation.layout.fillMaxSize +import androidx.compose.foundation.layout.padding +import androidx.compose.material3.CenterAlignedTopAppBar +import androidx.compose.material3.ExperimentalMaterial3Api +import androidx.compose.material3.Icon +import androidx.compose.material3.MaterialTheme +import androidx.compose.material3.NavigationBar +import androidx.compose.material3.NavigationBarItem +import androidx.compose.material3.Scaffold +import androidx.compose.material3.Surface +import androidx.compose.material3.Text +import androidx.compose.material3.TopAppBarDefaults +import androidx.compose.runtime.Composable +import androidx.compose.runtime.getValue +import androidx.compose.ui.Modifier +import androidx.compose.ui.text.font.FontWeight +import androidx.compose.ui.tooling.preview.Preview +import androidx.navigation.NavGraph.Companion.findStartDestination +import androidx.navigation.NavHostController +import androidx.navigation.compose.NavHost +import androidx.navigation.compose.composable +import androidx.navigation.compose.currentBackStackEntryAsState +import androidx.navigation.compose.rememberNavController +import com.k2fsa.sherpa.onnx.speaker.diarization.screens.HelpScreen +import com.k2fsa.sherpa.onnx.speaker.diarization.screens.HomeScreen +import com.k2fsa.sherpa.onnx.speaker.diarization.ui.theme.SherpaOnnxSpeakerDiarizationTheme + +const val TAG = "sherpa-onnx-sd" + +class MainActivity : ComponentActivity() { + override fun onCreate(savedInstanceState: Bundle?) { + super.onCreate(savedInstanceState) + enableEdgeToEdge() + setContent { + SherpaOnnxSpeakerDiarizationTheme { + // A surface container using the 'background' color from the theme + Surface( + modifier = Modifier.fillMaxSize(), + color = MaterialTheme.colorScheme.background + ) { + MainScreen() + } + } + } + SpeakerDiarizationObject.initSpeakerDiarization(this.assets) + } +} + +@OptIn(ExperimentalMaterial3Api::class) +@Composable +fun MainScreen(modifier: Modifier = Modifier) { + val navController = rememberNavController() + Scaffold( + topBar = { + CenterAlignedTopAppBar( + colors = TopAppBarDefaults.topAppBarColors( + containerColor = MaterialTheme.colorScheme.primaryContainer, + titleContentColor = MaterialTheme.colorScheme.primary, + ), + title = { + Text( + "Next-gen Kaldi: Speaker Diarization", + fontWeight = FontWeight.Bold, + ) + }, + ) + }, + content = { padding -> + Column(Modifier.padding(padding)) { + NavigationHost(navController = navController) + + } + }, + bottomBar = { + BottomNavigationBar(navController = navController) + } + ) +} + +@Composable +fun NavigationHost(navController: NavHostController) { + NavHost(navController = navController, startDestination = NavRoutes.Home.route) { + composable(NavRoutes.Home.route) { + HomeScreen() + } + + composable(NavRoutes.Help.route) { + HelpScreen() + } + } +} + +@Composable +fun BottomNavigationBar(navController: NavHostController) { + NavigationBar { + val backStackEntry by navController.currentBackStackEntryAsState() + val currentRoute = backStackEntry?.destination?.route + + NavBarItems.BarItems.forEach { navItem -> + NavigationBarItem(selected = currentRoute == navItem.route, + onClick = { + navController.navigate(navItem.route) { + popUpTo(navController.graph.findStartDestination().id) { + saveState = true + } + launchSingleTop = true + restoreState = true + } + }, + icon = { + Icon(imageVector = navItem.image, contentDescription = navItem.title) + }, label = { + Text(text = navItem.title) + }) + } + } +} + +@Preview(showBackground = true) +@Composable +fun MainScreenPreview() { + SherpaOnnxSpeakerDiarizationTheme { + MainScreen() + } +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavBarItems.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavBarItems.kt new file mode 100644 index 000000000..65c737f97 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavBarItems.kt @@ -0,0 +1,20 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization + +import androidx.compose.material.icons.Icons +import androidx.compose.material.icons.filled.Home +import androidx.compose.material.icons.filled.Info + +object NavBarItems { + val BarItems = listOf( + BarItem( + title = "Home", + image = Icons.Filled.Home, + route = "home", + ), + BarItem( + title = "Help", + image = Icons.Filled.Info, + route = "help", + ), + ) +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavRoutes.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavRoutes.kt new file mode 100644 index 000000000..2e1ae90b5 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/NavRoutes.kt @@ -0,0 +1,6 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization + +sealed class NavRoutes(val route: String) { + object Home : NavRoutes("home") + object Help : NavRoutes("help") +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/OfflineSpeakerDiarization.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/OfflineSpeakerDiarization.kt new file mode 120000 index 000000000..459cc22cc --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/OfflineSpeakerDiarization.kt @@ -0,0 +1 @@ +../../../../../../../../../../../../sherpa-onnx/kotlin-api/OfflineSpeakerDiarization.kt \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ReadWaveFile.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ReadWaveFile.kt new file mode 100644 index 000000000..940a2b643 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ReadWaveFile.kt @@ -0,0 +1,137 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization.screens + +import android.content.Context +import android.media.AudioFormat +import android.media.MediaCodec +import android.media.MediaExtractor +import android.media.MediaFormat +import android.net.Uri + +data class WaveData( + val sampleRate: Int? = null, + val samples: FloatArray? = null, + val msg: String? = null +) + +// It supports only 16-bit encoded wave files +// +// References +// - https://gist.github.com/a-m-s/1991ab18fbcb0fcc2cf9 +// - https://github.com/taehwandev/MediaCodecExample/blob/master/app/src/main/java/tech/thdev/mediacodecexample/audio/AACAudioDecoderThread.kt +fun readUri(context: Context, uri: Uri): WaveData { + val extractor = MediaExtractor() + extractor.setDataSource(context, uri, null) + + val samplesList: MutableList = ArrayList() + + for (i in 0 until extractor.trackCount) { + val format = extractor.getTrackFormat(i) + val mime = format.getString(MediaFormat.KEY_MIME) + if (mime?.startsWith("audio/") == true) { + extractor.selectTrack(i) + + var encoding: Int = -1 + try { + encoding = format.getInteger(MediaFormat.KEY_PCM_ENCODING) + } catch (_: Exception) { + } + + if (encoding != AudioFormat.ENCODING_PCM_16BIT) { + return WaveData(msg = "We support only 16-bit encoded wave files") + } + + val sampleRate = format.getInteger(MediaFormat.KEY_SAMPLE_RATE) + val decoder = MediaCodec.createDecoderByType(mime) + decoder.configure(format, null, null, 0) + decoder.start() + + val inputBuffers = decoder.inputBuffers + var outputBuffers = decoder.outputBuffers + + val info = MediaCodec.BufferInfo() + var eof = false + + var outputBufferIndex = -1 + + while (true) { + if (!eof) { + val inputBufferIndex = decoder.dequeueInputBuffer(10000) + if (inputBufferIndex > 0) { + val size = extractor.readSampleData(inputBuffers[inputBufferIndex], 0) + if (size < 0) { + decoder.queueInputBuffer( + inputBufferIndex, + 0, + 0, + 0, + MediaCodec.BUFFER_FLAG_END_OF_STREAM + ) + eof = true + } else { + decoder.queueInputBuffer( + inputBufferIndex, + 0, + size, + extractor.sampleTime, + 0 + ) + extractor.advance() + } + } + } // if (!eof) + + if (outputBufferIndex >= 0) { + outputBuffers[outputBufferIndex].position(0) + } + + outputBufferIndex = decoder.dequeueOutputBuffer(info, 10000) + if (outputBufferIndex >= 0) { + if (info.flags != 0) { + decoder.stop() + decoder.release() + + var k = 0 + for (s in samplesList) { + k += s.size + } + if (k == 0) { + return WaveData(msg = "Failed to read selected file") + } + + val ans = FloatArray(k) + k = 0 + for (s in samplesList) { + s.copyInto(ans, k) + k += s.size + } + + return WaveData(sampleRate = sampleRate, samples = ans) + } + + val buffer = outputBuffers[outputBufferIndex] + val chunk = ByteArray(info.size) + buffer[chunk] + buffer.clear() + + val numSamples = info.size / 2 + + val samples = FloatArray(numSamples) + for (k in 0 until numSamples) { + // assume little endian + val s = chunk[2 * k] + (chunk[2 * k + 1] * 256.0f) + + samples[k] = s / 32768.0f + } + samplesList.add(samples) + + decoder.releaseOutputBuffer(outputBufferIndex, false) + } else if (outputBufferIndex == MediaCodec.INFO_OUTPUT_BUFFERS_CHANGED) { + outputBuffers = decoder.outputBuffers + } + } + } + } + + extractor.release() + return WaveData(msg = "not an audio file") +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerDiarizationObject.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerDiarizationObject.kt new file mode 100644 index 000000000..f4bc24554 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerDiarizationObject.kt @@ -0,0 +1,66 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization + +import android.content.res.AssetManager +import android.util.Log +import com.k2fsa.sherpa.onnx.FastClusteringConfig +import com.k2fsa.sherpa.onnx.OfflineSpeakerDiarization +import com.k2fsa.sherpa.onnx.OfflineSpeakerDiarizationConfig +import com.k2fsa.sherpa.onnx.OfflineSpeakerSegmentationModelConfig +import com.k2fsa.sherpa.onnx.OfflineSpeakerSegmentationPyannoteModelConfig +import com.k2fsa.sherpa.onnx.SpeakerEmbeddingExtractorConfig + +// Please download +// https://github.com/k2-fsa/sherpa-onnx/releases/download/speaker-segmentation-models/sherpa-onnx-pyannote-segmentation-3-0.tar.bz2 +// then unzip it, rename model.onnx to segmentation.onnx, and mv +// segmentation.onnx to the assets folder +val segmentationModel = "segmentation.onnx" + +// please download it from +// https://github.com/k2-fsa/sherpa-onnx/releases/download/speaker-recongition-models/3dspeaker_speech_eres2net_base_sv_zh-cn_3dspeaker_16k.onnx +// and move it to the assets folder +val embeddingModel = "3dspeaker_speech_eres2net_base_sv_zh-cn_3dspeaker_16k.onnx" + +// in the end, your assets folder should look like below +/* +(py38) fangjuns-MacBook-Pro:assets fangjun$ pwd +/Users/fangjun/open-source/sherpa-onnx/android/SherpaOnnxSpeakerDiarization/app/src/main/assets +(py38) fangjuns-MacBook-Pro:assets fangjun$ ls -lh +total 89048 +-rw-r--r-- 1 fangjun staff 38M Oct 12 20:28 3dspeaker_speech_eres2net_base_sv_zh-cn_3dspeaker_16k.onnx +-rw-r--r-- 1 fangjun staff 5.7M Oct 12 20:28 segmentation.onnx + */ + +object SpeakerDiarizationObject { + var _sd: OfflineSpeakerDiarization? = null + val sd: OfflineSpeakerDiarization + get() { + return _sd!! + } + + fun initSpeakerDiarization(assetManager: AssetManager? = null) { + synchronized(this) { + if (_sd != null) { + return + } + Log.i(TAG, "Initializing sherpa-onnx speaker diarization") + + val config = OfflineSpeakerDiarizationConfig( + segmentation = OfflineSpeakerSegmentationModelConfig( + pyannote = OfflineSpeakerSegmentationPyannoteModelConfig( + segmentationModel + ), + debug = true, + ), + embedding = SpeakerEmbeddingExtractorConfig( + model = embeddingModel, + debug = true, + numThreads = 2, + ), + clustering = FastClusteringConfig(numClusters = -1, threshold = 0.5f), + minDurationOn = 0.2f, + minDurationOff = 0.5f, + ) + _sd = OfflineSpeakerDiarization(assetManager = assetManager, config = config) + } + } +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerEmbeddingExtractorConfig.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerEmbeddingExtractorConfig.kt new file mode 120000 index 000000000..9bab8fe88 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/SpeakerEmbeddingExtractorConfig.kt @@ -0,0 +1 @@ +../../../../../../../../../../../../sherpa-onnx/kotlin-api/SpeakerEmbeddingExtractorConfig.kt \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Help.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Help.kt new file mode 100644 index 000000000..b3640b9e9 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Help.kt @@ -0,0 +1,38 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization.screens + +import androidx.compose.foundation.layout.Box +import androidx.compose.foundation.layout.Column +import androidx.compose.foundation.layout.Spacer +import androidx.compose.foundation.layout.fillMaxSize +import androidx.compose.foundation.layout.height +import androidx.compose.foundation.layout.padding +import androidx.compose.material3.Text +import androidx.compose.runtime.Composable +import androidx.compose.ui.Modifier +import androidx.compose.ui.unit.dp +import androidx.compose.ui.unit.sp + +@Composable +fun HelpScreen() { + Box(modifier = Modifier.fillMaxSize()) { + Column( + modifier = Modifier.padding(8.dp) + ) { + Text( + "This app accepts only 16kHz 16-bit 1-channel *.wav files. " + + "It has two arguments: Number of speakers and clustering threshold. " + + "If you know the actual number of speakers in the file, please set it. " + + "Otherwise, please set it to 0. In that case, you have to set the threshold. " + + "A larger threshold leads to fewer segmented speakers." + ) + Spacer(modifier = Modifier.height(5.dp)) + Text("The speaker segmentation model is from " + + "pyannote-audio (https://huggingface.co/pyannote/segmentation-3.0), "+ + "whereas the embedding extractor model is from 3D-Speaker (https://github.com/modelscope/3D-Speaker)") + Spacer(modifier = Modifier.height(5.dp)) + Text("Please see http://github.com/k2-fsa/sherpa-onnx ") + Spacer(modifier = Modifier.height(5.dp)) + Text("Everything is open-sourced!", fontSize = 20.sp) + } + } +} diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Home.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Home.kt new file mode 100644 index 000000000..a5a9cd31c --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/screens/Home.kt @@ -0,0 +1,210 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization.screens + +import android.util.Log +import androidx.activity.compose.rememberLauncherForActivityResult +import androidx.activity.result.contract.ActivityResultContracts +import androidx.compose.foundation.layout.Arrangement +import androidx.compose.foundation.layout.Column +import androidx.compose.foundation.layout.Row +import androidx.compose.foundation.layout.Spacer +import androidx.compose.foundation.layout.fillMaxWidth +import androidx.compose.foundation.layout.padding +import androidx.compose.foundation.layout.size +import androidx.compose.foundation.rememberScrollState +import androidx.compose.foundation.verticalScroll +import androidx.compose.material3.Button +import androidx.compose.material3.OutlinedTextField +import androidx.compose.material3.Text +import androidx.compose.runtime.Composable +import androidx.compose.runtime.getValue +import androidx.compose.runtime.mutableStateOf +import androidx.compose.runtime.remember +import androidx.compose.runtime.setValue +import androidx.compose.ui.Alignment +import androidx.compose.ui.Modifier +import androidx.compose.ui.platform.LocalClipboardManager +import androidx.compose.ui.platform.LocalContext +import androidx.compose.ui.text.AnnotatedString +import androidx.compose.ui.unit.dp +import androidx.compose.ui.unit.sp +import androidx.documentfile.provider.DocumentFile +import com.k2fsa.sherpa.onnx.speaker.diarization.SpeakerDiarizationObject +import com.k2fsa.sherpa.onnx.speaker.diarization.TAG +import kotlin.concurrent.thread + + +private var samples: FloatArray? = null + +@Composable +fun HomeScreen() { + val context = LocalContext.current + + var sampleRate: Int + var filename by remember { mutableStateOf("") } + var status by remember { mutableStateOf("") } + var progress by remember { mutableStateOf("") } + val clipboardManager = LocalClipboardManager.current + var done by remember { mutableStateOf(false) } + var fileIsOk by remember { mutableStateOf(false) } + var started by remember { mutableStateOf(false) } + var numSpeakers by remember { mutableStateOf(0) } + var threshold by remember { mutableStateOf(0.5f) } + + + val callback = here@{ numProcessedChunks: Int, numTotalChunks: Int, arg: Long -> + Int + val percent = 100.0 * numProcessedChunks / numTotalChunks + progress = "%.2f%%".format(percent) + Log.i(TAG, progress) + return@here 0 + } + + val launcher = rememberLauncherForActivityResult(ActivityResultContracts.OpenDocument()) { + it?.let { + val documentFile = DocumentFile.fromSingleUri(context, it) + filename = documentFile?.name ?: "" + + progress = "" + done = false + fileIsOk = false + + if (filename.isNotEmpty()) { + val data = readUri(context, it) + Log.i(TAG, "sample rate: ${data.sampleRate}") + Log.i(TAG, "numSamples: ${data.samples?.size ?: 0}") + if (data.msg != null) { + Log.i(TAG, "failed to read $filename") + status = data.msg + } else if (data.sampleRate != SpeakerDiarizationObject.sd.sampleRate()) { + status = + "Expected sample rate: ${SpeakerDiarizationObject.sd.sampleRate()}. Given wave file with sample rate: ${data.sampleRate}" + } else { + samples = data.samples!! + fileIsOk = true + } + } + } + } + + Column( + modifier = Modifier.padding(10.dp), + verticalArrangement = Arrangement.Top, + ) { + Row( + modifier = Modifier.fillMaxWidth(), + horizontalArrangement = Arrangement.SpaceEvenly, + verticalAlignment = Alignment.CenterVertically + ) { + + Button(onClick = { + launcher.launch(arrayOf("audio/*")) + }) { + Text("Select a .wav file") + } + + Button(enabled = fileIsOk && !started, + onClick = { + Log.i(TAG, "started") + Log.i(TAG, "num samples: ${samples?.size}") + started = true + progress = "" + + val config = SpeakerDiarizationObject.sd.config + config.clustering.numClusters = numSpeakers + config.clustering.threshold = threshold + + SpeakerDiarizationObject.sd.setConfig(config) + + thread(true) { + done = false + status = "Started! Please wait" + val segments = SpeakerDiarizationObject.sd.processWithCallback( + samples!!, + callback = callback, + ) + done = true + started = false + status = "" + for (s in segments) { + val start = "%.2f".format(s.start) + val end = "%.2f".format(s.end) + val speaker = "speaker_%02d".format(s.speaker) + status += "$start -- $end $speaker\n" + Log.i(TAG, "$start -- $end $speaker") + } + + Log.i(TAG, status) + } + }) { + Text("Start") + } + if (progress.isNotEmpty()) { + Text(progress, fontSize = 25.sp) + } + } + + Row( + modifier = Modifier.fillMaxWidth(), + horizontalArrangement = Arrangement.SpaceEvenly, + verticalAlignment = Alignment.CenterVertically + ) { + OutlinedTextField( + value = numSpeakers.toString(), + onValueChange = { + if (it.isEmpty() || it.isBlank()) { + numSpeakers = 0 + } else { + numSpeakers = it.toIntOrNull() ?: 0 + } + }, + label = { + Text("Number of Speakers") + }, + ) + } + + Row( + modifier = Modifier.fillMaxWidth(), + horizontalArrangement = Arrangement.SpaceEvenly, + verticalAlignment = Alignment.CenterVertically + ) { + OutlinedTextField( + value = threshold.toString(), + onValueChange = { + if (it.isEmpty() || it.isBlank()) { + threshold = 0.5f + } else { + threshold = it.toFloatOrNull() ?: 0.5f + } + }, + label = { + Text("Clustering threshold") + }, + ) + } + + if (filename.isNotEmpty()) { + Text(text = "Selected $filename") + Spacer(Modifier.size(20.dp)) + } + + if (done) { + Button(onClick = { + clipboardManager.setText(AnnotatedString(status)) + progress = "Copied!" + }) { + Text("Copy result") + } + Spacer(Modifier.size(20.dp)) + } + + if (status.isNotEmpty()) { + Text( + status, + modifier = Modifier.verticalScroll(rememberScrollState()), + ) + } + + + } +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Color.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Color.kt new file mode 100644 index 000000000..a96515d3d --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Color.kt @@ -0,0 +1,11 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization.ui.theme + +import androidx.compose.ui.graphics.Color + +val Purple80 = Color(0xFFD0BCFF) +val PurpleGrey80 = Color(0xFFCCC2DC) +val Pink80 = Color(0xFFEFB8C8) + +val Purple40 = Color(0xFF6650a4) +val PurpleGrey40 = Color(0xFF625b71) +val Pink40 = Color(0xFF7D5260) \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Theme.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Theme.kt new file mode 100644 index 000000000..5dbbe7e59 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Theme.kt @@ -0,0 +1,58 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization.ui.theme + +import android.app.Activity +import android.os.Build +import androidx.compose.foundation.isSystemInDarkTheme +import androidx.compose.material3.MaterialTheme +import androidx.compose.material3.darkColorScheme +import androidx.compose.material3.dynamicDarkColorScheme +import androidx.compose.material3.dynamicLightColorScheme +import androidx.compose.material3.lightColorScheme +import androidx.compose.runtime.Composable +import androidx.compose.ui.platform.LocalContext + +private val DarkColorScheme = darkColorScheme( + primary = Purple80, + secondary = PurpleGrey80, + tertiary = Pink80 +) + +private val LightColorScheme = lightColorScheme( + primary = Purple40, + secondary = PurpleGrey40, + tertiary = Pink40 + + /* Other default colors to override + background = Color(0xFFFFFBFE), + surface = Color(0xFFFFFBFE), + onPrimary = Color.White, + onSecondary = Color.White, + onTertiary = Color.White, + onBackground = Color(0xFF1C1B1F), + onSurface = Color(0xFF1C1B1F), + */ +) + +@Composable +fun SherpaOnnxSpeakerDiarizationTheme( + darkTheme: Boolean = isSystemInDarkTheme(), + // Dynamic color is available on Android 12+ + dynamicColor: Boolean = true, + content: @Composable () -> Unit +) { + val colorScheme = when { + dynamicColor && Build.VERSION.SDK_INT >= Build.VERSION_CODES.S -> { + val context = LocalContext.current + if (darkTheme) dynamicDarkColorScheme(context) else dynamicLightColorScheme(context) + } + + darkTheme -> DarkColorScheme + else -> LightColorScheme + } + + MaterialTheme( + colorScheme = colorScheme, + typography = Typography, + content = content + ) +} \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Type.kt b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Type.kt new file mode 100644 index 000000000..39a81b941 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/java/com/k2fsa/sherpa/onnx/speaker/diarization/ui/theme/Type.kt @@ -0,0 +1,34 @@ +package com.k2fsa.sherpa.onnx.speaker.diarization.ui.theme + +import androidx.compose.material3.Typography +import androidx.compose.ui.text.TextStyle +import androidx.compose.ui.text.font.FontFamily +import androidx.compose.ui.text.font.FontWeight +import androidx.compose.ui.unit.sp + +// Set of Material typography styles to start with +val Typography = Typography( + bodyLarge = TextStyle( + fontFamily = FontFamily.Default, + fontWeight = FontWeight.Normal, + fontSize = 16.sp, + lineHeight = 24.sp, + letterSpacing = 0.5.sp + ) + /* Other default text styles to override + titleLarge = TextStyle( + fontFamily = FontFamily.Default, + fontWeight = FontWeight.Normal, + fontSize = 22.sp, + lineHeight = 28.sp, + letterSpacing = 0.sp + ), + labelSmall = TextStyle( + fontFamily = FontFamily.Default, + fontWeight = FontWeight.Medium, + fontSize = 11.sp, + lineHeight = 16.sp, + letterSpacing = 0.5.sp + ) + */ +) \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/arm64-v8a/.gitkeep b/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/arm64-v8a/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/armeabi-v7a/.gitkeep b/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/armeabi-v7a/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/x86/.gitkeep b/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/x86/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/x86_64/.gitkeep b/android/SherpaOnnxSpeakerDiarization/app/src/main/jniLibs/x86_64/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable-v24/ic_launcher_foreground.xml b/android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable-v24/ic_launcher_foreground.xml new file mode 100644 index 000000000..2b068d114 --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable-v24/ic_launcher_foreground.xml @@ -0,0 +1,30 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable/ic_launcher_background.xml b/android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable/ic_launcher_background.xml new file mode 100644 index 000000000..07d5da9cb --- /dev/null +++ b/android/SherpaOnnxSpeakerDiarization/app/src/main/res/drawable/ic_launcher_background.xml @@ -0,0 +1,170 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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