Add Android demo for spoken language identification using Whisper multilingual models (#783)
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91
scripts/apk/build-apk-slid.sh.in
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91
scripts/apk/build-apk-slid.sh.in
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#!/usr/bin/env bash
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#
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# Auto generated! Please DO NOT EDIT!
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# Please set the environment variable ANDROID_NDK
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# before running this script
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# Inside the $ANDROID_NDK directory, you can find a binary ndk-build
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# and some other files like the file "build/cmake/android.toolchain.cmake"
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set -ex
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log() {
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# This function is from espnet
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local fname=${BASH_SOURCE[1]##*/}
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echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
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}
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SHERPA_ONNX_VERSION=$(grep "SHERPA_ONNX_VERSION" ./CMakeLists.txt | cut -d " " -f 2 | cut -d '"' -f 2)
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log "Building spoken language identification APK for sherpa-onnx v${SHERPA_ONNX_VERSION}"
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log "====================arm64-v8a================="
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./build-android-arm64-v8a.sh
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log "====================armv7-eabi================"
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./build-android-armv7-eabi.sh
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log "====================x86-64===================="
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./build-android-x86-64.sh
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log "====================x86===================="
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./build-android-x86.sh
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mkdir -p apks
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{% for model in model_list %}
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pushd ./android/SherpaOnnxSpokenLanguageIdentification/app/src/main/assets/
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model_name={{ model.model_name }}
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short_name={{ model.short_name }}
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type={{ model.idx }}
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/${model_name}.tar.bz2
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tar xvf ${model_name}.tar.bz2
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rm -rfv $model_name/*-encoder.onnx
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rm -rfv $model_name/*-decoder.onnx
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rm -rfv $model_name/*.py
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rm -rfv $model_name/*.txt
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rm -rfv $model_name/*.md
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rm -rfv $model_name/test_wavs
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rm -rf *.tar.bz2
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ls -lh $model_name
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popd
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# Now we are at the project root directory
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git checkout .
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pushd android/SherpaOnnxSpokenLanguageIdentification/app/src/main/java/com/k2fsa/sherpa/onnx/slid/
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sed -i.bak s/"type = 0/type = $type/" ./slid.kt
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git diff
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popd
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for arch in arm64-v8a armeabi-v7a x86_64 x86; do
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log "------------------------------------------------------------"
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log "build spoken language identification apk for $arch"
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log "------------------------------------------------------------"
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src_arch=$arch
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if [ $arch == "armeabi-v7a" ]; then
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src_arch=armv7-eabi
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elif [ $arch == "x86_64" ]; then
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src_arch=x86-64
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fi
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ls -lh ./build-android-$src_arch/install/lib/*.so
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cp -v ./build-android-$src_arch/install/lib/*.so ./android/SherpaOnnxSpokenLanguageIdentification/app/src/main/jniLibs/$arch/
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pushd ./android/SherpaOnnxSpokenLanguageIdentification
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sed -i.bak s/2048/9012/g ./gradle.properties
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git diff ./gradle.properties
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./gradlew assembleRelease
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popd
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mv android/SherpaOnnxSpokenLanguageIdentification/app/build/outputs/apk/release/app-release-unsigned.apk ./apks/sherpa-onnx-${SHERPA_ONNX_VERSION}-$arch-audio-tagging-$short_name.apk
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ls -lh apks
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rm -v ./android/SherpaOnnxSpokenLanguageIdentification/app/src/main/jniLibs/$arch/*.so
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done
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rm -rf ./android/SherpaOnnxSpokenLanguageIdentification/app/src/main/assets/$model_name
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{% endfor %}
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git checkout .
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ls -lh apks/
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90
scripts/apk/generate-slid-apk-script.py
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90
scripts/apk/generate-slid-apk-script.py
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#!/usr/bin/env python3
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import argparse
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from dataclasses import dataclass
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from typing import List, Optional
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import jinja2
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def get_args():
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"--total",
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type=int,
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default=1,
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help="Number of runners",
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)
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parser.add_argument(
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"--index",
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type=int,
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default=0,
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help="Index of the current runner",
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)
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return parser.parse_args()
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@dataclass
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class SlidModel:
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model_name: str
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idx: int
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short_name: str = ""
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def get_models():
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# see https://k2-fsa.github.io/sherpa/onnx/spolken-language-identification/pretrained_models.html#pre-trained-models
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whisper_models = [
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SlidModel(
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model_name="sherpa-onnx-whisper-tiny",
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idx=0,
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short_name="whisper_tiny",
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),
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]
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return whisper_models
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def main():
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args = get_args()
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index = args.index
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total = args.total
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assert 0 <= index < total, (index, total)
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all_model_list = get_models()
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num_models = len(all_model_list)
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num_per_runner = num_models // total
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if num_per_runner <= 0:
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raise ValueError(f"num_models: {num_models}, num_runners: {total}")
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start = index * num_per_runner
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end = start + num_per_runner
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remaining = num_models - args.total * num_per_runner
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print(f"{index}/{total}: {start}-{end}/{num_models}")
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d = dict()
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d["model_list"] = all_model_list[start:end]
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if index < remaining:
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s = args.total * num_per_runner + index
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d["model_list"].append(all_model_list[s])
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print(f"{s}/{num_models}")
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filename_list = [
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"./build-apk-slid.sh",
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]
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for filename in filename_list:
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environment = jinja2.Environment()
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with open(f"{filename}.in") as f:
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s = f.read()
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template = environment.from_string(s)
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s = template.render(**d)
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with open(filename, "w") as f:
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print(s, file=f)
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if __name__ == "__main__":
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main()
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