Fangjun Kuang
Committed by GitHub

Add Java API for text-to-speech (#811)

... ... @@ -138,3 +138,21 @@ jobs:
./run-non-streaming-decode-file-nemo.sh
rm -rf sherpa-onnx-nemo-*
- name: Run java test (Non-Streaming TTS)
shell: bash
run: |
cd ./java-api-examples
./run-non-streaming-tts-piper-en.sh
rm -rf vits-piper-*
./run-non-streaming-tts-coqui-de.sh
rm -rf vits-coqui-*
./run-non-streaming-tts-vits-zh.sh
rm -rf vits-zh-*
- uses: actions/upload-artifact@v4
with:
name: tts-wav-files-${{ matrix.os }}
path: java-api-examples/*.wav
... ...
// Copyright 2024 Xiaomi Corporation
// This file shows how to use a Coqui-ai VITS German TTS model
// to convert text to speech
import com.k2fsa.sherpa.onnx.*;
public class NonStreamingTtsCoquiDe {
public static void main(String[] args) {
// please visit
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
// to download model files
String model = "./vits-coqui-de-css10/model.onnx";
String tokens = "./vits-coqui-de-css10/tokens.txt";
String text = "Alles hat ein Ende, nur die Wurst hat zwei.";
OfflineTtsVitsModelConfig vitsModelConfig =
OfflineTtsVitsModelConfig.builder().setModel(model).setTokens(tokens).build();
OfflineTtsModelConfig modelConfig =
OfflineTtsModelConfig.builder()
.setVits(vitsModelConfig)
.setNumThreads(1)
.setDebug(true)
.build();
OfflineTtsConfig config = OfflineTtsConfig.builder().setModel(modelConfig).build();
OfflineTts tts = new OfflineTts(config);
int sid = 0;
float speed = 1.0f;
long start = System.currentTimeMillis();
GeneratedAudio audio = tts.generate(text, sid, speed);
long stop = System.currentTimeMillis();
float timeElapsedSeconds = (stop - start) / 1000.0f;
float audioDuration = audio.getSamples().length / (float) audio.getSampleRate();
float real_time_factor = timeElapsedSeconds / audioDuration;
String waveFilename = "tts-coqui-de.wav";
audio.save(waveFilename);
System.out.printf("-- elapsed : %.3f seconds\n", timeElapsedSeconds);
System.out.printf("-- audio duration: %.3f seconds\n", timeElapsedSeconds);
System.out.printf("-- real-time factor (RTF): %.3f\n", real_time_factor);
System.out.printf("-- text: %s\n", text);
System.out.printf("-- Saved to %s\n", waveFilename);
tts.release();
}
}
... ...
// Copyright 2024 Xiaomi Corporation
// This file shows how to use a piper VITS English TTS model
// to convert text to speech
import com.k2fsa.sherpa.onnx.*;
public class NonStreamingTtsPiperEn {
public static void main(String[] args) {
// please visit
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
// to download model files
String model = "./vits-piper-en_GB-cori-medium/en_GB-cori-medium.onnx";
String tokens = "./vits-piper-en_GB-cori-medium/tokens.txt";
String dataDir = "./vits-piper-en_GB-cori-medium/espeak-ng-data";
String text =
"Today as always, men fall into two groups: slaves and free men. Whoever does not have"
+ " two-thirds of his day for himself, is a slave, whatever he may be: a statesman, a"
+ " businessman, an official, or a scholar.";
OfflineTtsVitsModelConfig vitsModelConfig =
OfflineTtsVitsModelConfig.builder()
.setModel(model)
.setTokens(tokens)
.setDataDir(dataDir)
.build();
OfflineTtsModelConfig modelConfig =
OfflineTtsModelConfig.builder()
.setVits(vitsModelConfig)
.setNumThreads(1)
.setDebug(true)
.build();
OfflineTtsConfig config = OfflineTtsConfig.builder().setModel(modelConfig).build();
OfflineTts tts = new OfflineTts(config);
int sid = 0;
float speed = 1.0f;
long start = System.currentTimeMillis();
GeneratedAudio audio = tts.generate(text, sid, speed);
long stop = System.currentTimeMillis();
float timeElapsedSeconds = (stop - start) / 1000.0f;
float audioDuration = audio.getSamples().length / (float) audio.getSampleRate();
float real_time_factor = timeElapsedSeconds / audioDuration;
String waveFilename = "tts-piper-en.wav";
audio.save(waveFilename);
System.out.printf("-- elapsed : %.3f seconds\n", timeElapsedSeconds);
System.out.printf("-- audio duration: %.3f seconds\n", timeElapsedSeconds);
System.out.printf("-- real-time factor (RTF): %.3f\n", real_time_factor);
System.out.printf("-- text: %s\n", text);
System.out.printf("-- Saved to %s\n", waveFilename);
tts.release();
}
}
... ...
// Copyright 2024 Xiaomi Corporation
// This file shows how to use a VITS Chinese TTS model
// to convert text to speech.
//
// You can use https://github.com/Plachtaa/VITS-fast-fine-tuning
// to train your model
import com.k2fsa.sherpa.onnx.*;
public class NonStreamingTtsPiperEn {
public static void main(String[] args) {
// please visit
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
// to download model files
String model = "./vits-zh-hf-fanchen-C/vits-zh-hf-fanchen-C.onnx";
String tokens = "./vits-zh-hf-fanchen-C/tokens.txt";
String lexicon = "./vits-zh-hf-fanchen-C/lexicon.txt";
String dictDir = "./vits-zh-hf-fanchen-C/dict";
String ruleFsts =
"./vits-zh-hf-fanchen-C/phone.fst,./vits-zh-hf-fanchen-C/date.fst,./vits-zh-hf-fanchen-C/number.fst";
String text = "有问题,请拨打110或者手机18601239876。我们的价值观是真诚热爱!";
OfflineTtsVitsModelConfig vitsModelConfig =
OfflineTtsVitsModelConfig.builder()
.setModel(model)
.setTokens(tokens)
.setLexicon(lexicon)
.setDictDir(dictDir)
.build();
OfflineTtsModelConfig modelConfig =
OfflineTtsModelConfig.builder()
.setVits(vitsModelConfig)
.setNumThreads(1)
.setDebug(true)
.build();
OfflineTtsConfig config =
OfflineTtsConfig.builder().setModel(modelConfig).setRuleFsts(ruleFsts).build();
OfflineTts tts = new OfflineTts(config);
int sid = 100;
float speed = 1.0f;
long start = System.currentTimeMillis();
GeneratedAudio audio = tts.generate(text, sid, speed);
long stop = System.currentTimeMillis();
float timeElapsedSeconds = (stop - start) / 1000.0f;
float audioDuration = audio.getSamples().length / (float) audio.getSampleRate();
float real_time_factor = timeElapsedSeconds / audioDuration;
String waveFilename = "tts-vits-zh.wav";
audio.save(waveFilename);
System.out.printf("-- elapsed : %.3f seconds\n", timeElapsedSeconds);
System.out.printf("-- audio duration: %.3f seconds\n", timeElapsedSeconds);
System.out.printf("-- real-time factor (RTF): %.3f\n", real_time_factor);
System.out.printf("-- text: %s\n", text);
System.out.printf("-- Saved to %s\n", waveFilename);
tts.release();
}
}
... ...
... ... @@ -21,3 +21,11 @@ This directory contains examples for the JAVA API of sherpa-onnx.
./run-non-streaming-decode-file-whisper.sh
./run-non-streaming-decode-file-nemo.sh
```
## Non-Streaming text-to-speech
```bash
./run-non-streaming-tts-piper-en.sh
./run-non-streaming-tts-coqui-de.sh
./run-non-streaming-tts-vits-zh.sh
```
... ...
#!/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 ../build/lib/libsherpa-onnx-jni.dylib && ! -f ../build/lib/libsherpa-onnx-jni.so ]]; then
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
fi
# please visit
# https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
# to download more models
if [ ! -f ./vits-coqui-de-css10/tokens.txt ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-coqui-de-css10.tar.bz2
tar xf vits-coqui-de-css10.tar.bz2
rm vits-coqui-de-css10.tar.bz2
fi
java \
-Djava.library.path=$PWD/../build/lib \
-cp ../sherpa-onnx/java-api/build/sherpa-onnx.jar \
NonStreamingTtsCoquiDe.java
... ...
#!/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 ../build/lib/libsherpa-onnx-jni.dylib && ! -f ../build/lib/libsherpa-onnx-jni.so ]]; then
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
fi
# please visit
# https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
# to download more models
if [ ! -f ./vits-piper-en_GB-cori-medium/tokens.txt ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-piper-en_GB-cori-medium.tar.bz2
tar xf vits-piper-en_GB-cori-medium.tar.bz2
rm vits-piper-en_GB-cori-medium.tar.bz2
fi
java \
-Djava.library.path=$PWD/../build/lib \
-cp ../sherpa-onnx/java-api/build/sherpa-onnx.jar \
NonStreamingTtsPiperEn.java
... ...
#!/usr/bin/env bash
set -ex
if [[ ! -f ../build/lib/libsherpa-onnx-jni.dylib && ! -f ../build/lib/libsherpa-onnx-jni.so ]]; then
mkdir -p ../build
pushd ../build
cmake \
-DSHERPA_ONNX_ENABLE_PYTHON=OFF \
-DSHERPA_ONNX_ENABLE_TESTS=OFF \
-DSHERPA_ONNX_ENABLE_CHECK=OFF \
-DBUILD_SHARED_LIBS=ON \
-DSHERPA_ONNX_ENABLE_PORTAUDIO=OFF \
-DSHERPA_ONNX_ENABLE_JNI=ON \
..
make -j4
ls -lh lib
popd
fi
if [ ! -f ../sherpa-onnx/java-api/build/sherpa-onnx.jar ]; then
pushd ../sherpa-onnx/java-api
make
popd
fi
if [[ ! -f ../build/lib/libsherpa-onnx-jni.dylib && ! -f ../build/lib/libsherpa-onnx-jni.so ]]; then
cmake \
-DSHERPA_ONNX_ENABLE_PYTHON=OFF \
-DSHERPA_ONNX_ENABLE_TESTS=OFF \
-DSHERPA_ONNX_ENABLE_CHECK=OFF \
-DBUILD_SHARED_LIBS=ON \
-DSHERPA_ONNX_ENABLE_PORTAUDIO=OFF \
-DSHERPA_ONNX_ENABLE_JNI=ON \
..
make -j4
ls -lh lib
fi
# please visit
# https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
# to download more models
if [ ! -f ./vits-zh-hf-fanchen-C/tokens.txt ]; then
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-zh-hf-fanchen-C.tar.bz2
tar xf vits-zh-hf-fanchen-C.tar.bz2
rm vits-zh-hf-fanchen-C.tar.bz2
fi
java \
-Djava.library.path=$PWD/../build/lib \
-cp ../sherpa-onnx/java-api/build/sherpa-onnx.jar \
NonStreamingTtsVitsZh.java
... ...
... ... @@ -30,6 +30,12 @@ java_files += OfflineRecognizerResult.java
java_files += OfflineStream.java
java_files += OfflineRecognizer.java
java_files += OfflineTtsVitsModelConfig.java
java_files += OfflineTtsModelConfig.java
java_files += OfflineTtsConfig.java
java_files += GeneratedAudio.java
java_files += OfflineTts.java
class_files := $(java_files:%.java=%.class)
java_files := $(addprefix src/$(package_dir)/,$(java_files))
... ...
// Copyright 2024 Xiaomi Corporation
package com.k2fsa.sherpa.onnx;
public class GeneratedAudio {
static {
System.loadLibrary("sherpa-onnx-jni");
}
private final float[] samples;
private final int sampleRate;
public GeneratedAudio(float[] samples, int sampleRate) {
this.samples = samples;
this.sampleRate = sampleRate;
}
public int getSampleRate() {
return sampleRate;
}
public float[] getSamples() {
return samples;
}
// return true if saved successfully.
public boolean save(String filename) {
return saveImpl(filename, samples, sampleRate);
}
private native boolean saveImpl(String filename, float[] samples, int sampleRate);
}
... ...
// Copyright 2024 Xiaomi Corporation
package com.k2fsa.sherpa.onnx;
public class OfflineTts {
static {
System.loadLibrary("sherpa-onnx-jni");
}
private long ptr = 0; // this is the asr engine ptrss
public OfflineTts(OfflineTtsConfig config) {
ptr = newFromFile(config);
}
public GeneratedAudio generate(String text) {
return generate(text, 0, 1.0f);
}
public GeneratedAudio generate(String text, int sid) {
return generate(text, sid, 1.0f);
}
public GeneratedAudio generate(String text, int sid, float speed) {
Object[] arr = generateImpl(ptr, text, sid, speed);
float[] samples = (float[]) arr[0];
int sampleRate = (int) arr[1];
return new GeneratedAudio(samples, sampleRate);
}
@Override
protected void finalize() throws Throwable {
release();
}
public void release() {
if (this.ptr == 0) {
return;
}
delete(this.ptr);
this.ptr = 0;
}
private native void delete(long ptr);
private native int getSampleRate(long ptr);
private native int getNumSpeakers(long ptr);
private native Object[] generateImpl(long ptr, String text, int sid, float speed);
private native long newFromFile(OfflineTtsConfig config);
}
... ...
// Copyright 2024 Xiaomi Corporation
package com.k2fsa.sherpa.onnx;
public class OfflineTtsConfig {
private final OfflineTtsModelConfig model;
private final String ruleFsts;
private final String ruleFars;
private final int maxNumSentences;
private OfflineTtsConfig(Builder builder) {
this.model = builder.model;
this.ruleFsts = builder.ruleFsts;
this.ruleFars = builder.ruleFars;
this.maxNumSentences = builder.maxNumSentences;
}
public static Builder builder() {
return new Builder();
}
public OfflineTtsModelConfig getModel() {
return model;
}
public String getRuleFsts() {
return ruleFsts;
}
public String getRuleFars() {
return ruleFars;
}
public int getMaxNumSentences() {
return maxNumSentences;
}
public static class Builder {
private OfflineTtsModelConfig model = OfflineTtsModelConfig.builder().build();
private String ruleFsts = "";
private String ruleFars = "";
private int maxNumSentences = 1;
public OfflineTtsConfig build() {
return new OfflineTtsConfig(this);
}
public Builder setModel(OfflineTtsModelConfig model) {
this.model = model;
return this;
}
public Builder setRuleFsts(String ruleFsts) {
this.ruleFsts = ruleFsts;
return this;
}
public Builder setRuleFars(String ruleFars) {
this.ruleFars = ruleFars;
return this;
}
public Builder setMaxNumSentences(int maxNumSentences) {
this.maxNumSentences = maxNumSentences;
return this;
}
}
}
... ...
// Copyright 2024 Xiaomi Corporation
package com.k2fsa.sherpa.onnx;
public class OfflineTtsModelConfig {
private final OfflineTtsVitsModelConfig vits;
private final int numThreads;
private final boolean debug;
private final String provider;
private OfflineTtsModelConfig(Builder builder) {
this.vits = builder.vits;
this.numThreads = builder.numThreads;
this.debug = builder.debug;
this.provider = builder.provider;
}
public static Builder builder() {
return new Builder();
}
public OfflineTtsVitsModelConfig getVits() {
return vits;
}
public static class Builder {
private OfflineTtsVitsModelConfig vits = OfflineTtsVitsModelConfig.builder().build();
private int numThreads = 1;
private boolean debug = true;
private String provider = "cpu";
public OfflineTtsModelConfig build() {
return new OfflineTtsModelConfig(this);
}
public Builder setVits(OfflineTtsVitsModelConfig vits) {
this.vits = vits;
return this;
}
public Builder setNumThreads(int numThreads) {
this.numThreads = numThreads;
return this;
}
public Builder setDebug(boolean debug) {
this.debug = debug;
return this;
}
public Builder setProvider(String provider) {
this.provider = provider;
return this;
}
}
}
... ...
// Copyright 2024 Xiaomi Corporation
package com.k2fsa.sherpa.onnx;
public class OfflineTtsVitsModelConfig {
private final String model;
private final String lexicon;
private final String tokens;
private final String dataDir;
private final String dictDir;
private final float noiseScale;
private final float noiseScaleW;
private final float lengthScale;
private OfflineTtsVitsModelConfig(Builder builder) {
this.model = builder.model;
this.lexicon = builder.lexicon;
this.tokens = builder.tokens;
this.dataDir = builder.dataDir;
this.dictDir = builder.dictDir;
this.noiseScale = builder.noiseScale;
this.noiseScaleW = builder.noiseScaleW;
this.lengthScale = builder.lengthScale;
}
public static Builder builder() {
return new Builder();
}
public String getModel() {
return model;
}
public String getLexicon() {
return lexicon;
}
public String getTokens() {
return tokens;
}
public String getDataDir() {
return dataDir;
}
public String getDictDir() {
return dictDir;
}
public float getLengthScale() {
return lengthScale;
}
public float getNoiseScale() {
return noiseScale;
}
public float getNoiseScaleW() {
return noiseScaleW;
}
public static class Builder {
private String model;
private String lexicon = "";
private String tokens;
private String dataDir = "";
private String dictDir = "";
private float noiseScale = 0.667f;
private float noiseScaleW = 0.8f;
private float lengthScale = 1.0f;
public OfflineTtsVitsModelConfig build() {
return new OfflineTtsVitsModelConfig(this);
}
public Builder setModel(String model) {
this.model = model;
return this;
}
public Builder setTokens(String tokens) {
this.tokens = tokens;
return this;
}
public Builder setLexicon(String lexicon) {
this.lexicon = lexicon;
return this;
}
public Builder setDataDir(String dataDir) {
this.dataDir = dataDir;
return this;
}
public Builder setDictDir(String dictDir) {
this.dictDir = dictDir;
return this;
}
public Builder setNoiseScale(float noiseScale) {
this.noiseScale = noiseScale;
return this;
}
public Builder setNoiseScaleW(float noiseScaleW) {
this.noiseScaleW = noiseScaleW;
return this;
}
public Builder setLengthScale(float lengthScale) {
this.lengthScale = lengthScale;
return this;
}
}
}
... ...
// Copyright 2024 Xiaomi Corporation
package com.k2fsa.sherpa.onnx;
public class WaveReader {
... ...