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

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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 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();
}
}