Support decoding multiple streams in Java API. (#2149)
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59
java-api-examples/NonStreamingDecodeFileWhisperMultiple.java
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59
java-api-examples/NonStreamingDecodeFileWhisperMultiple.java
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// Copyright 2025 Xiaomi Corporation
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// This file shows how to use an offline whisper, i.e., non-streaming whisper,
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// to decode files.
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import com.k2fsa.sherpa.onnx.*;
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public class NonStreamingDecodeFileWhisperMultiple {
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public static void main(String[] args) {
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// please refer to
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// https://k2-fsa.github.io/sherpa/onnx/pretrained_models/whisper/tiny.en.html
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// to download model files
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String encoder = "./sherpa-onnx-whisper-tiny.en/tiny.en-encoder.int8.onnx";
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String decoder = "./sherpa-onnx-whisper-tiny.en/tiny.en-decoder.int8.onnx";
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String tokens = "./sherpa-onnx-whisper-tiny.en/tiny.en-tokens.txt";
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String waveFilename0 = "./sherpa-onnx-whisper-tiny.en/test_wavs/0.wav";
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String waveFilename1 = "./sherpa-onnx-whisper-tiny.en/test_wavs/1.wav";
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WaveReader reader0 = new WaveReader(waveFilename0);
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WaveReader reader1 = new WaveReader(waveFilename1);
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OfflineWhisperModelConfig whisper =
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OfflineWhisperModelConfig.builder().setEncoder(encoder).setDecoder(decoder).build();
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OfflineModelConfig modelConfig =
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OfflineModelConfig.builder()
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.setWhisper(whisper)
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.setTokens(tokens)
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.setNumThreads(1)
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.setDebug(true)
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.build();
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OfflineRecognizerConfig config =
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OfflineRecognizerConfig.builder()
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.setOfflineModelConfig(modelConfig)
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.setDecodingMethod("greedy_search")
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.build();
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OfflineRecognizer recognizer = new OfflineRecognizer(config);
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OfflineStream stream0 = recognizer.createStream();
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stream0.acceptWaveform(reader0.getSamples(), reader0.getSampleRate());
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OfflineStream stream1 = recognizer.createStream();
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stream1.acceptWaveform(reader1.getSamples(), reader1.getSampleRate());
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OfflineStream[] ss = new OfflineStream[] {stream0, stream1};
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recognizer.decode(ss);
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String text0 = recognizer.getResult(stream0).getText();
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String text1 = recognizer.getResult(stream1).getText();
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System.out.printf("filename0:%s\nresult0:%s\n\n", waveFilename0, text0);
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System.out.printf("filename1:%s\nresult1:%s\n\n", waveFilename1, text1);
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stream0.release();
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stream1.release();
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recognizer.release();
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}
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}
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38
java-api-examples/run-non-streaming-decode-file-whisper-multiple.sh
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38
java-api-examples/run-non-streaming-decode-file-whisper-multiple.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 ./sherpa-onnx-whisper-tiny.en/tiny.en-tokens.txt ]; then
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-whisper-tiny.en.tar.bz2
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tar xvf sherpa-onnx-whisper-tiny.en.tar.bz2
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rm sherpa-onnx-whisper-tiny.en.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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NonStreamingDecodeFileWhisperMultiple.java
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