Add Java API for speech enhancement GTCRN models (#2009)

This commit is contained in:
Fangjun Kuang
2025-03-16 15:13:20 +08:00
committed by GitHub
parent ed8e6c9aed
commit 71824992a7
10 changed files with 294 additions and 0 deletions

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// Copyright 2025 Xiaomi Corporation
// This file shows how to use speech enhancement models in sherpa-onnx
//
// please download files in this script from
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/speech-enhancement-models
import com.k2fsa.sherpa.onnx.*;
public class NonStreamingSpeechEnhancementGtcrn {
public static void main(String[] args) {
String model = "./gtcrn_simple.onnx";
OfflineSpeechDenoiserGtcrnModelConfig gtcrn =
OfflineSpeechDenoiserGtcrnModelConfig.builder().setModel(model).build();
OfflineSpeechDenoiserModelConfig modelConfig =
OfflineSpeechDenoiserModelConfig.builder()
.setGtcrn(gtcrn)
.setNumThreads(1)
.setDebug(true)
.setProvider("cpu")
.build();
OfflineSpeechDenoiserConfig config =
OfflineSpeechDenoiserConfig.builder().setModel(modelConfig).build();
OfflineSpeechDenoiser speech_denoiser = new OfflineSpeechDenoiser(config);
String testWaveFilename = "./inp_16k.wav";
WaveReader reader = new WaveReader(testWaveFilename);
DenoisedAudio denoised = speech_denoiser.run(reader.getSamples(), reader.getSampleRate());
String outFilename = "enhanced-16k.wav";
WaveWriter.write(outFilename, denoised.getSamples(), denoised.getSampleRate());
System.out.printf("Saved to %s\n", outFilename);
speech_denoiser.release();
}
}

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#!/usr/bin/env bash
set -ex
if [[ ! -f ../build/lib/libsherpa-onnx-jni.dylib && ! -f ../build/lib/libsherpa-onnx-jni.so ]]; then
mkdir -p ../build
pushd ../build
cmake \
-DSHERPA_ONNX_ENABLE_PYTHON=OFF \
-DSHERPA_ONNX_ENABLE_TESTS=OFF \
-DSHERPA_ONNX_ENABLE_CHECK=OFF \
-DBUILD_SHARED_LIBS=ON \
-DSHERPA_ONNX_ENABLE_PORTAUDIO=OFF \
-DSHERPA_ONNX_ENABLE_JNI=ON \
..
make -j4
ls -lh lib
popd
fi
if [ ! -f ../sherpa-onnx/java-api/build/sherpa-onnx.jar ]; then
pushd ../sherpa-onnx/java-api
make
popd
fi
if [ ! -f ./gtcrn_simple.onnx ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/gtcrn_simple.onnx
fi
if [ ! -f ./inp_16k.wav ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/inp_16k.wav
fi
java \
-Djava.library.path=$PWD/../build/lib \
-cp ../sherpa-onnx/java-api/build/sherpa-onnx.jar \
NonStreamingSpeechEnhancementGtcrn.java