Fangjun Kuang
Committed by GitHub

Add Java API example for hotwords. (#1442)

lib
hs_err*
!run-*.sh
./hotwords_cn.txt
... ...
// Copyright 2024 Xiaomi Corporation
// This file shows how to use an offline transducer, i.e., non-streaming transducer,
// to decode files with hotwords support.
//
// See also
// https://k2-fsa.github.io/sherpa/onnx/hotwords/index.html#modeling-unit-is-cjkchar
import com.k2fsa.sherpa.onnx.*;
public class NonStreamingDecodeFileTransducerHotwords {
public static void main(String[] args) {
// please refer to
// https://k2-fsa.github.io/sherpa/onnx/hotwords/index.html#modeling-unit-is-cjkchar
// to download model files
String encoder =
"./sherpa-onnx-conformer-zh-stateless2-2023-05-23/encoder-epoch-99-avg-1.int8.onnx";
String decoder = "./sherpa-onnx-conformer-zh-stateless2-2023-05-23/decoder-epoch-99-avg-1.onnx";
String joiner = "./sherpa-onnx-conformer-zh-stateless2-2023-05-23/joiner-epoch-99-avg-1.onnx";
String tokens = "./sherpa-onnx-conformer-zh-stateless2-2023-05-23/tokens.txt";
String waveFilename = "./sherpa-onnx-conformer-zh-stateless2-2023-05-23/test_wavs/6.wav";
WaveReader reader = new WaveReader(waveFilename);
OfflineTransducerModelConfig transducer =
OfflineTransducerModelConfig.builder()
.setEncoder(encoder)
.setDecoder(decoder)
.setJoiner(joiner)
.build();
OfflineModelConfig modelConfig =
OfflineModelConfig.builder()
.setTransducer(transducer)
.setTokens(tokens)
.setNumThreads(1)
.setDebug(true)
.setModelingUnit("cjkchar")
.build();
OfflineRecognizerConfig config =
OfflineRecognizerConfig.builder()
.setOfflineModelConfig(modelConfig)
.setDecodingMethod("modified_beam_search")
.setHotwordsFile("./hotwords_cn.txt")
.setHotwordsScore(2.0f)
.build();
OfflineRecognizer recognizer = new OfflineRecognizer(config);
OfflineStream stream = recognizer.createStream();
stream.acceptWaveform(reader.getSamples(), reader.getSampleRate());
recognizer.decode(stream);
String text = recognizer.getResult(stream).getText();
System.out.printf("filename:%s\nresult:%s\n", waveFilename, text);
stream.release();
recognizer.release();
}
}
... ...
#!/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 ./sherpa-onnx-conformer-zh-stateless2-2023-05-23/tokens.txt ]; then
wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-conformer-zh-stateless2-2023-05-23.tar.bz2
tar xvf sherpa-onnx-conformer-zh-stateless2-2023-05-23.tar.bz2
rm sherpa-onnx-conformer-zh-stateless2-2023-05-23.tar.bz2
fi
if [ ! -f hotwords_cn.txt ]; then
cat > hotwords_cn.txt <<EOF
朱丽楠
EOF
fi
java \
-Djava.library.path=$PWD/../build/lib \
-cp ../sherpa-onnx/java-api/build/sherpa-onnx.jar \
NonStreamingDecodeFileTransducerHotwords.java
... ...