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

This commit is contained in:
Fangjun Kuang
2024-04-26 09:26:39 +08:00
committed by GitHub
parent fa2429920f
commit 15772d2150
15 changed files with 692 additions and 0 deletions

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// 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();
}
}

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// 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();
}
}

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// 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();
}
}

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@@ -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
```

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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 ../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

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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 ../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

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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 ../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