Add Java API for speech enhancement GTCRN models (#2009)
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38
java-api-examples/NonStreamingSpeechEnhancementGtcrn.java
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38
java-api-examples/NonStreamingSpeechEnhancementGtcrn.java
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// Copyright 2025 Xiaomi Corporation
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// This file shows how to use speech enhancement models in sherpa-onnx
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//
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// please download files in this script from
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// https://github.com/k2-fsa/sherpa-onnx/releases/tag/speech-enhancement-models
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import com.k2fsa.sherpa.onnx.*;
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public class NonStreamingSpeechEnhancementGtcrn {
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public static void main(String[] args) {
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String model = "./gtcrn_simple.onnx";
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OfflineSpeechDenoiserGtcrnModelConfig gtcrn =
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OfflineSpeechDenoiserGtcrnModelConfig.builder().setModel(model).build();
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OfflineSpeechDenoiserModelConfig modelConfig =
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OfflineSpeechDenoiserModelConfig.builder()
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.setGtcrn(gtcrn)
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.setNumThreads(1)
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.setDebug(true)
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.setProvider("cpu")
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.build();
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OfflineSpeechDenoiserConfig config =
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OfflineSpeechDenoiserConfig.builder().setModel(modelConfig).build();
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OfflineSpeechDenoiser speech_denoiser = new OfflineSpeechDenoiser(config);
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String testWaveFilename = "./inp_16k.wav";
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WaveReader reader = new WaveReader(testWaveFilename);
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DenoisedAudio denoised = speech_denoiser.run(reader.getSamples(), reader.getSampleRate());
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String outFilename = "enhanced-16k.wav";
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WaveWriter.write(outFilename, denoised.getSamples(), denoised.getSampleRate());
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System.out.printf("Saved to %s\n", outFilename);
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speech_denoiser.release();
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}
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}
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39
java-api-examples/run-non-streaming-speech-enhancement-gtcrn.sh
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39
java-api-examples/run-non-streaming-speech-enhancement-gtcrn.sh
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#!/usr/bin/env bash
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set -ex
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if [[ ! -f ../build/lib/libsherpa-onnx-jni.dylib && ! -f ../build/lib/libsherpa-onnx-jni.so ]]; then
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mkdir -p ../build
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pushd ../build
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cmake \
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-DSHERPA_ONNX_ENABLE_PYTHON=OFF \
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-DSHERPA_ONNX_ENABLE_TESTS=OFF \
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-DSHERPA_ONNX_ENABLE_CHECK=OFF \
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-DBUILD_SHARED_LIBS=ON \
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-DSHERPA_ONNX_ENABLE_PORTAUDIO=OFF \
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-DSHERPA_ONNX_ENABLE_JNI=ON \
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..
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make -j4
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ls -lh lib
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popd
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fi
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if [ ! -f ../sherpa-onnx/java-api/build/sherpa-onnx.jar ]; then
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pushd ../sherpa-onnx/java-api
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make
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popd
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fi
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if [ ! -f ./gtcrn_simple.onnx ]; then
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/gtcrn_simple.onnx
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fi
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if [ ! -f ./inp_16k.wav ]; then
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/inp_16k.wav
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fi
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java \
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-Djava.library.path=$PWD/../build/lib \
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-cp ../sherpa-onnx/java-api/build/sherpa-onnx.jar \
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NonStreamingSpeechEnhancementGtcrn.java
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