Add TTS example for Java API. (#1176)
It plays the generated audio as it is still generating.
This commit is contained in:
186
java-api-examples/NonStreamingTtsPiperEnWithCallback.java
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186
java-api-examples/NonStreamingTtsPiperEnWithCallback.java
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// Copyright 2024 Xiaomi Corporation
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//
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// References
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// https://www.baeldung.com/java-passing-method-parameter
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// https://www.geeksforgeeks.org/how-to-create-a-thread-safe-queue-in-java/
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// https://stackoverflow.com/questions/74077394/java-audio-how-to-continuously-write-bytes-to-an-audio-file-as-they-are-being-g
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// This file shows how to use a piper VITS English TTS model
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// to convert text to speech. You can pass a callback to the generation call,
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// which is invoked whenever max_num_sentences sentences have been
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// finished generation.
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//
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// The callback saves the generated samples into a queue, which are played
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// by a separate thread.
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import com.k2fsa.sherpa.onnx.*;
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import java.util.Queue;
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import java.util.concurrent.*;
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import java.util.concurrent.ConcurrentLinkedQueue;
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import javax.sound.sampled.*;
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public class NonStreamingTtsPiperEn {
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public static void main(String[] args) {
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// please visit
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// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
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// to download model files
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String model = "./vits-piper-en_GB-cori-medium/en_GB-cori-medium.onnx";
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String tokens = "./vits-piper-en_GB-cori-medium/tokens.txt";
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String dataDir = "./vits-piper-en_GB-cori-medium/espeak-ng-data";
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String text =
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"Today as always, men fall into two groups: slaves and free men. Whoever does not have"
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+ " two-thirds of his day for himself, is a slave, whatever he may be: a statesman, a"
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+ " businessman, an official, or a scholar.";
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OfflineTtsVitsModelConfig vitsModelConfig =
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OfflineTtsVitsModelConfig.builder()
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.setModel(model)
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.setTokens(tokens)
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.setDataDir(dataDir)
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.build();
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OfflineTtsModelConfig modelConfig =
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OfflineTtsModelConfig.builder()
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.setVits(vitsModelConfig)
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.setNumThreads(1)
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.setDebug(true)
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.build();
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OfflineTtsConfig config = OfflineTtsConfig.builder().setModel(modelConfig).build();
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OfflineTts tts = new OfflineTts(config);
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Queue<byte[]> samplesQueue = new ConcurrentLinkedQueue<>();
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Semaphore canPlaySem = new Semaphore(1);
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try {
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canPlaySem.acquire();
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} catch (InterruptedException ex) {
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System.out.println("Failed to acquire the play semaphore in the main thread");
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return;
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}
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Runnable playRuannable =
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() -> {
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try {
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canPlaySem.acquire();
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} catch (InterruptedException e) {
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System.out.println("Failed to get canPlay semaphore in the play thread");
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return;
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}
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// https://docs.oracle.com/javase/8/docs/api/javax/sound/sampled/AudioFormat.html
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AudioFormat format =
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new AudioFormat(
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tts.getSampleRate(), // sampleRate
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16, // sampleSizeInBits
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1, // channels
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true, // signed
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false // bigEndian
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);
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DataLine.Info info = new DataLine.Info(SourceDataLine.class, format);
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SourceDataLine line;
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try {
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line = (SourceDataLine) AudioSystem.getLine(info);
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int bufferSizeInBytes = tts.getSampleRate(); // 0.5 seconds
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line.open(format, bufferSizeInBytes);
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} catch (LineUnavailableException ex) {
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System.out.println("Failed to open a device for playing");
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return;
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}
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line.start();
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while (true) {
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if (samplesQueue.isEmpty()) {
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// Do nothing.
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//
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// If the generating speed is very slow, we can sleep
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// for some time here to save some CPU.
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} else {
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byte[] samples = samplesQueue.poll();
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if (samples.length == 1) {
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// end of the generating
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break;
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}
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line.write(samples, 0, samples.length);
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}
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}
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line.drain();
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line.close();
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};
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Thread playThread = new Thread(playRuannable);
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playThread.start();
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int sid = 0;
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float speed = 1.0f;
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long start = System.currentTimeMillis();
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GeneratedAudio audio =
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tts.generateWithCallback(
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text,
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sid,
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speed,
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(float[] samples) -> {
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// we use a byte array to save int16 samples
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byte[] samplesInt16 = new byte[samples.length * 2];
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for (int i = 0; i < samples.length; ++i) {
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float s = samples[i];
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if (s > 1) {
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s = 1;
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}
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if (s < -1) {
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s = -1;
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}
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short t = (short) (s * 32767);
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// we use little endian
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samplesInt16[2 * i] = (byte) (t & 0xff);
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samplesInt16[2 * i + 1] = (byte) ((t & 0xff00) >> 8);
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}
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samplesQueue.add(samplesInt16);
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canPlaySem.release();
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// Note: You can play the samples.
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// warning: You need to save a copy of samples since it is freed
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// when this function returns
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// return 1 to continue generation
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// return 0 to stop generation
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return 1;
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});
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// Since a sample always has two bytes. We put a single byte
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// into the queue to indicate that we have finished processing.
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samplesQueue.add(new byte[1]);
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long stop = System.currentTimeMillis();
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float timeElapsedSeconds = (stop - start) / 1000.0f;
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float audioDuration = audio.getSamples().length / (float) audio.getSampleRate();
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float real_time_factor = timeElapsedSeconds / audioDuration;
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try {
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playThread.join();
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} catch (InterruptedException ex) {
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System.out.println("Failed to join the play thread");
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return;
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}
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String waveFilename = "tts-piper-en.wav";
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audio.save(waveFilename);
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System.out.printf("-- elapsed : %.3f seconds\n", timeElapsedSeconds);
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System.out.printf("-- audio duration: %.3f seconds\n", timeElapsedSeconds);
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System.out.printf("-- real-time factor (RTF): %.3f\n", real_time_factor);
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System.out.printf("-- text: %s\n", text);
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System.out.printf("-- Saved to %s\n", waveFilename);
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tts.release();
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}
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}
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@@ -24,6 +24,7 @@ This directory contains examples for the JAVA API of sherpa-onnx.
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./run-non-streaming-decode-file-nemo.sh
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```
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## Non-Streaming text-to-speech
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```bash
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@@ -32,6 +33,12 @@ This directory contains examples for the JAVA API of sherpa-onnx.
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./run-non-streaming-tts-vits-zh.sh
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```
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## Non-Streaming text-to-speech (Play as it is generating)
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```bash
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./run-non-streaming-tts-piper-en-with-callback.sh
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```
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## Spoken language identification
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```bash
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40
java-api-examples/run-non-streaming-tts-piper-en-with-callback.sh
Executable file
40
java-api-examples/run-non-streaming-tts-piper-en-with-callback.sh
Executable file
@@ -0,0 +1,40 @@
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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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# please visit
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# https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
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# to download more models
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if [ ! -f ./vits-piper-en_GB-cori-medium/tokens.txt ]; then
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-piper-en_GB-cori-medium.tar.bz2
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tar xf vits-piper-en_GB-cori-medium.tar.bz2
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rm vits-piper-en_GB-cori-medium.tar.bz2
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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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NonStreamingTtsPiperEnWithCallback.java
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@@ -38,6 +38,7 @@ java_files += OfflineTtsVitsModelConfig.java
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java_files += OfflineTtsModelConfig.java
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java_files += OfflineTtsConfig.java
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java_files += GeneratedAudio.java
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java_files += OfflineTtsCallback.java
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java_files += OfflineTts.java
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java_files += SpokenLanguageIdentificationWhisperConfig.java
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@@ -2,6 +2,7 @@
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package com.k2fsa.sherpa.onnx;
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public class OfflineTts {
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static {
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System.loadLibrary("sherpa-onnx-jni");
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@@ -13,6 +14,10 @@ public class OfflineTts {
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ptr = newFromFile(config);
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}
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public int getSampleRate() {
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return getSampleRate(ptr);
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}
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public GeneratedAudio generate(String text) {
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return generate(text, 0, 1.0f);
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}
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@@ -28,6 +33,21 @@ public class OfflineTts {
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return new GeneratedAudio(samples, sampleRate);
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}
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public GeneratedAudio generateWithCallback(String text, OfflineTtsCallback callback) {
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return generateWithCallback(text, 0, 1.0f, callback);
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}
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public GeneratedAudio generateWithCallback(String text, int sid, OfflineTtsCallback callback) {
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return generateWithCallback(text, sid, 1.0f, callback);
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}
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public GeneratedAudio generateWithCallback(String text, int sid, float speed, OfflineTtsCallback callback) {
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Object[] arr = generateWithCallbackImpl(ptr, text, sid, speed, callback);
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float[] samples = (float[]) arr[0];
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int sampleRate = (int) arr[1];
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return new GeneratedAudio(samples, sampleRate);
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}
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@Override
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protected void finalize() throws Throwable {
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release();
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@@ -49,5 +69,7 @@ public class OfflineTts {
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private native Object[] generateImpl(long ptr, String text, int sid, float speed);
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private native Object[] generateWithCallbackImpl(long ptr, String text, int sid, float speed, OfflineTtsCallback callback);
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private native long newFromFile(OfflineTtsConfig config);
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}
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@@ -0,0 +1,6 @@
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package com.k2fsa.sherpa.onnx;
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@FunctionalInterface
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public interface OfflineTtsCallback {
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Integer invoke(float[] samples);
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}
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Block a user