Add C/CXX/JavaScript API for NeMo Canary models (#2357)
This PR introduces support for NeMo Canary models across C, C++, and JavaScript APIs by adding new Canary configuration structures, updating bindings, extending examples, and enhancing CI workflows. - Add OfflineCanaryModelConfig to all language bindings (C, C++, JS, ETS). - Implement SetConfig methods and NAPI wrappers for updating recognizer config at runtime. - Update examples and CI scripts to demonstrate and test NeMo Canary model usage.
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@@ -53,6 +53,9 @@ target_link_libraries(whisper-c-api sherpa-onnx-c-api)
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add_executable(fire-red-asr-c-api fire-red-asr-c-api.c)
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target_link_libraries(fire-red-asr-c-api sherpa-onnx-c-api)
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add_executable(nemo-canary-c-api nemo-canary-c-api.c)
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target_link_libraries(nemo-canary-c-api sherpa-onnx-c-api)
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add_executable(sense-voice-c-api sense-voice-c-api.c)
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target_link_libraries(sense-voice-c-api sherpa-onnx-c-api)
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115
c-api-examples/nemo-canary-c-api.c
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115
c-api-examples/nemo-canary-c-api.c
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@@ -0,0 +1,115 @@
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// c-api-examples/nemo-canary-c-api.c
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//
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// Copyright (c) 2025 Xiaomi Corporation
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// We assume you have pre-downloaded the Nemo Canary model
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// from https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models
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// An example is given below:
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//
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// clang-format off
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//
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// wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-nemo-canary-180m-flash-en-es-de-fr-int8.tar.bz2
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// tar xvf sherpa-onnx-nemo-canary-180m-flash-en-es-de-fr-int8.tar.bz2
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// rm sherpa-onnx-nemo-canary-180m-flash-en-es-de-fr-int8.tar.bz2
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//
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// clang-format on
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//
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// see https://k2-fsa.github.io/sherpa/onnx/nemo/canary.html
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// for details
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#include <stdio.h>
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#include <stdlib.h>
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#include <string.h>
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#include "sherpa-onnx/c-api/c-api.h"
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int32_t main() {
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const char *wav_filename =
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"./sherpa-onnx-nemo-canary-180m-flash-en-es-de-fr-int8/test_wavs/de.wav";
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const char *encoder_filename =
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"sherpa-onnx-nemo-canary-180m-flash-en-es-de-fr-int8/encoder.int8.onnx";
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const char *decoder_filename =
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"sherpa-onnx-nemo-canary-180m-flash-en-es-de-fr-int8/decoder.int8.onnx";
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const char *tokens_filename =
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"sherpa-onnx-nemo-canary-180m-flash-en-es-de-fr-int8/tokens.txt";
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const char *provider = "cpu";
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const SherpaOnnxWave *wave = SherpaOnnxReadWave(wav_filename);
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if (wave == NULL) {
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fprintf(stderr, "Failed to read %s\n", wav_filename);
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return -1;
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}
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// Offline model config
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SherpaOnnxOfflineModelConfig offline_model_config;
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memset(&offline_model_config, 0, sizeof(offline_model_config));
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// set debug to 1 to view more logs
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offline_model_config.debug = 0;
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offline_model_config.num_threads = 1;
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offline_model_config.provider = provider;
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offline_model_config.tokens = tokens_filename;
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offline_model_config.canary.encoder = encoder_filename;
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offline_model_config.canary.decoder = decoder_filename;
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// so it output punctuations and cases
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offline_model_config.canary.use_pnc = 1;
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offline_model_config.canary.src_lang = "de";
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// since there is a German audio, you can set tgt_lang to en or de
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offline_model_config.canary.tgt_lang = "en";
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// Recognizer config
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SherpaOnnxOfflineRecognizerConfig recognizer_config;
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memset(&recognizer_config, 0, sizeof(recognizer_config));
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recognizer_config.decoding_method = "greedy_search";
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recognizer_config.model_config = offline_model_config;
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const SherpaOnnxOfflineRecognizer *recognizer =
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SherpaOnnxCreateOfflineRecognizer(&recognizer_config);
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if (recognizer == NULL) {
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fprintf(stderr, "Please check your config!\n");
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SherpaOnnxFreeWave(wave);
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return -1;
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}
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const SherpaOnnxOfflineStream *stream =
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SherpaOnnxCreateOfflineStream(recognizer);
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SherpaOnnxAcceptWaveformOffline(stream, wave->sample_rate, wave->samples,
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wave->num_samples);
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SherpaOnnxDecodeOfflineStream(recognizer, stream);
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const SherpaOnnxOfflineRecognizerResult *result =
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SherpaOnnxGetOfflineStreamResult(stream);
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fprintf(stderr, "Decoded text (English): %s\n", result->text);
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SherpaOnnxDestroyOfflineRecognizerResult(result);
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SherpaOnnxDestroyOfflineStream(stream);
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// now output German text
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recognizer_config.model_config.canary.tgt_lang = "de";
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SherpaOnnxOfflineRecognizerSetConfig(recognizer, &recognizer_config);
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stream = SherpaOnnxCreateOfflineStream(recognizer);
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SherpaOnnxAcceptWaveformOffline(stream, wave->sample_rate, wave->samples,
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wave->num_samples);
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SherpaOnnxDecodeOfflineStream(recognizer, stream);
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result = SherpaOnnxGetOfflineStreamResult(stream);
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fprintf(stderr, "Decoded text (German): %s\n", result->text);
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SherpaOnnxDestroyOfflineRecognizerResult(result);
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SherpaOnnxDestroyOfflineStream(stream);
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SherpaOnnxDestroyOfflineRecognizer(recognizer);
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SherpaOnnxFreeWave(wave);
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return 0;
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}
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@@ -54,7 +54,7 @@ int32_t main() {
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"DEV_T0000000000.wav";
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const char *model_filename =
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"sherpa-onnx-streaming-zipformer-ctc-multi-zh-hans-2023-12-13/"
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"ctc-epoch-20-avg-1-chunk-16-left-128.int8.onnx";
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"ctc-epoch-20-avg-1-chunk-16-left-128.onnx";
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const char *tokens_filename =
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"sherpa-onnx-streaming-zipformer-ctc-multi-zh-hans-2023-12-13/tokens.txt";
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const char *provider = "cpu";
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