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enginex-mr_series-sherpa-onnx/scripts/node-addon-api/src/streaming-asr.cc

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// scripts/node-addon-api/src/streaming-asr.cc
//
// Copyright (c) 2024 Xiaomi Corporation
#include <sstream>
#include "napi.h" // NOLINT
#include "sherpa-onnx/c-api/c-api.h"
/*
{
'featConfig': {
'sampleRate': 16000,
'featureDim': 80,
}
};
*/
static SherpaOnnxFeatureConfig GetFeatureConfig(Napi::Object obj) {
SherpaOnnxFeatureConfig config;
memset(&config, 0, sizeof(config));
if (!obj.Has("featConfig") || !obj.Get("featConfig").IsObject()) {
return config;
}
Napi::Object featConfig = obj.Get("featConfig").As<Napi::Object>();
if (featConfig.Has("sampleRate") && featConfig.Get("sampleRate").IsNumber()) {
config.sample_rate =
featConfig.Get("sampleRate").As<Napi::Number>().Int32Value();
}
if (featConfig.Has("featureDim") && featConfig.Get("featureDim").IsNumber()) {
config.feature_dim =
featConfig.Get("featureDim").As<Napi::Number>().Int32Value();
}
return config;
}
/*
{
'transducer': {
'encoder': './encoder.onnx',
'decoder': './decoder.onnx',
'joiner': './joiner.onnx',
}
}
*/
static SherpaOnnxOnlineTransducerModelConfig GetOnlineTransducerModelConfig(
Napi::Object obj) {
SherpaOnnxOnlineTransducerModelConfig config;
memset(&config, 0, sizeof(config));
if (!obj.Has("transducer") || !obj.Get("transducer").IsObject()) {
return config;
}
Napi::Object o = obj.Get("transducer").As<Napi::Object>();
if (o.Has("encoder") && o.Get("encoder").IsString()) {
Napi::String encoder = o.Get("encoder").As<Napi::String>();
std::string s = encoder.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.encoder = p;
}
if (o.Has("decoder") && o.Get("decoder").IsString()) {
Napi::String decoder = o.Get("decoder").As<Napi::String>();
std::string s = decoder.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.decoder = p;
}
if (o.Has("joiner") && o.Get("joiner").IsString()) {
Napi::String joiner = o.Get("joiner").As<Napi::String>();
std::string s = joiner.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.joiner = p;
}
return config;
}
static SherpaOnnxOnlineModelConfig GetOnlineModelConfig(Napi::Object obj) {
SherpaOnnxOnlineModelConfig config;
memset(&config, 0, sizeof(config));
if (!obj.Has("modelConfig") || !obj.Get("modelConfig").IsObject()) {
return config;
}
Napi::Object o = obj.Get("modelConfig").As<Napi::Object>();
config.transducer = GetOnlineTransducerModelConfig(o);
if (o.Has("tokens") && o.Get("tokens").IsString()) {
Napi::String tokens = o.Get("tokens").As<Napi::String>();
std::string s = tokens.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.tokens = p;
}
if (o.Has("numThreads") && o.Get("numThreads").IsNumber()) {
config.num_threads = o.Get("numThreads").As<Napi::Number>().Int32Value();
}
if (o.Has("provider") && o.Get("provider").IsString()) {
Napi::String provider = o.Get("provider").As<Napi::String>();
std::string s = provider.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.provider = p;
}
if (o.Has("debug") && o.Get("debug").IsNumber()) {
config.debug = o.Get("debug").As<Napi::Number>().Int32Value();
}
if (o.Has("modelType") && o.Get("modelType").IsString()) {
Napi::String model_type = o.Get("modelType").As<Napi::String>();
std::string s = model_type.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
config.model_type = p;
}
return config;
}
static Napi::External<SherpaOnnxOnlineRecognizer> CreateOnlineRecognizerWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 1) {
std::ostringstream os;
os << "Expect only 1 argument. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsObject()) {
Napi::TypeError::New(env, "Expect an object as the argument")
.ThrowAsJavaScriptException();
return {};
}
Napi::Object config = info[0].As<Napi::Object>();
SherpaOnnxOnlineRecognizerConfig c;
memset(&c, 0, sizeof(c));
c.feat_config = GetFeatureConfig(config);
c.model_config = GetOnlineModelConfig(config);
if (config.Has("decodingMethod") && config.Get("decodingMethod").IsString()) {
Napi::String decoding_method =
config.Get("decodingMethod").As<Napi::String>();
std::string s = decoding_method.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
c.decoding_method = p;
}
if (config.Has("maxActivePaths") && config.Get("maxActivePaths").IsNumber()) {
c.max_active_paths =
config.Get("maxActivePaths").As<Napi::Number>().Int32Value();
}
// enableEndpoint can be either a boolean or an integer
if (config.Has("enableEndpoint") &&
(config.Get("enableEndpoint").IsNumber() ||
config.Get("enableEndpoint").IsBoolean())) {
if (config.Get("enableEndpoint").IsNumber()) {
c.enable_endpoint =
config.Get("enableEndpoint").As<Napi::Number>().Int32Value();
} else {
c.enable_endpoint =
config.Get("enableEndpoint").As<Napi::Boolean>().Value();
}
}
if (config.Has("rule1MinTrailingSilence") &&
config.Get("rule1MinTrailingSilence").IsNumber()) {
c.rule1_min_trailing_silence =
config.Get("rule1MinTrailingSilence").As<Napi::Number>().FloatValue();
}
if (config.Has("rule2MinTrailingSilence") &&
config.Get("rule2MinTrailingSilence").IsNumber()) {
c.rule2_min_trailing_silence =
config.Get("rule2MinTrailingSilence").As<Napi::Number>().FloatValue();
}
if (config.Has("rule3MinUtteranceLength") &&
config.Get("rule3MinUtteranceLength").IsNumber()) {
c.rule3_min_utterance_length =
config.Get("rule3MinUtteranceLength").As<Napi::Number>().FloatValue();
}
if (config.Has("hotwordsFile") && config.Get("hotwordsFile").IsString()) {
Napi::String hotwords_file = config.Get("hotwordsFile").As<Napi::String>();
std::string s = hotwords_file.Utf8Value();
char *p = new char[s.size() + 1];
std::copy(s.begin(), s.end(), p);
p[s.size()] = 0;
c.hotwords_file = p;
}
if (config.Has("hotwordsScore") && config.Get("hotwordsScore").IsNumber()) {
c.hotwords_score =
config.Get("hotwordsScore").As<Napi::Number>().FloatValue();
}
#if 0
printf("encoder: %s\n", c.model_config.transducer.encoder
? c.model_config.transducer.encoder
: "no");
printf("decoder: %s\n", c.model_config.transducer.decoder
? c.model_config.transducer.decoder
: "no");
printf("joiner: %s\n", c.model_config.transducer.joiner
? c.model_config.transducer.joiner
: "no");
printf("tokens: %s\n", c.model_config.tokens ? c.model_config.tokens : "no");
printf("num_threads: %d\n", c.model_config.num_threads);
printf("provider: %s\n",
c.model_config.provider ? c.model_config.provider : "no");
printf("debug: %d\n", c.model_config.debug);
printf("model_type: %s\n",
c.model_config.model_type ? c.model_config.model_type : "no");
printf("decoding_method: %s\n", c.decoding_method ? c.decoding_method : "no");
printf("max_active_paths: %d\n", c.max_active_paths);
printf("enable_endpoint: %d\n", c.enable_endpoint);
printf("rule1_min_trailing_silence: %.3f\n", c.rule1_min_trailing_silence);
printf("rule2_min_trailing_silence: %.3f\n", c.rule2_min_trailing_silence);
printf("rule3_min_utterance_length: %.3f\n", c.rule3_min_utterance_length);
printf("hotwords_file: %s\n", c.hotwords_file ? c.hotwords_file : "no");
printf("hotwords_score: %.3f\n", c.hotwords_score);
#endif
SherpaOnnxOnlineRecognizer *recognizer = CreateOnlineRecognizer(&c);
if (c.model_config.transducer.encoder) {
delete[] c.model_config.transducer.encoder;
}
if (c.model_config.transducer.decoder) {
delete[] c.model_config.transducer.decoder;
}
if (c.model_config.transducer.joiner) {
delete[] c.model_config.transducer.joiner;
}
if (c.model_config.tokens) {
delete[] c.model_config.tokens;
}
if (c.model_config.provider) {
delete[] c.model_config.provider;
}
if (c.model_config.model_type) {
delete[] c.model_config.model_type;
}
if (c.decoding_method) {
delete[] c.decoding_method;
}
if (c.hotwords_file) {
delete[] c.hotwords_file;
}
if (!recognizer) {
Napi::TypeError::New(env, "Please check your config!")
.ThrowAsJavaScriptException();
return {};
}
return Napi::External<SherpaOnnxOnlineRecognizer>::New(
env, recognizer,
[](Napi::Env env, SherpaOnnxOnlineRecognizer *recognizer) {
DestroyOnlineRecognizer(recognizer);
});
}
static Napi::External<SherpaOnnxOnlineStream> CreateOnlineStreamWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 1) {
std::ostringstream os;
os << "Expect only 1 argument. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(
env, "You should pass a recognizer pointer as the only argument")
.ThrowAsJavaScriptException();
return {};
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream = CreateOnlineStream(recognizer);
return Napi::External<SherpaOnnxOnlineStream>::New(
env, stream, [](Napi::Env env, SherpaOnnxOnlineStream *stream) {
DestroyOnlineStream(stream);
});
}
static void AcceptWaveformWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return;
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env, "Argument 0 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return;
}
SherpaOnnxOnlineStream *stream =
info[0].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
if (!info[1].IsObject()) {
Napi::TypeError::New(env, "Argument 1 should be an object")
.ThrowAsJavaScriptException();
return;
}
Napi::Object obj = info[1].As<Napi::Object>();
if (!obj.Has("samples")) {
Napi::TypeError::New(env, "The argument object should have a field samples")
.ThrowAsJavaScriptException();
return;
}
if (!obj.Get("samples").IsTypedArray()) {
Napi::TypeError::New(env, "The object['samples'] should be a typed array")
.ThrowAsJavaScriptException();
return;
}
if (!obj.Has("sampleRate")) {
Napi::TypeError::New(env,
"The argument object should have a field sampleRate")
.ThrowAsJavaScriptException();
return;
}
if (!obj.Get("sampleRate").IsNumber()) {
Napi::TypeError::New(env, "The object['samples'] should be a number")
.ThrowAsJavaScriptException();
return;
}
Napi::Float32Array samples = obj.Get("samples").As<Napi::Float32Array>();
int32_t sample_rate = obj.Get("sampleRate").As<Napi::Number>().Int32Value();
AcceptWaveform(stream, sample_rate, samples.Data(), samples.ElementLength());
}
static Napi::Boolean IsOnlineStreamReadyWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be an online recognizer pointer.")
.ThrowAsJavaScriptException();
return {};
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env, "Argument 1 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return {};
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
int32_t is_ready = IsOnlineStreamReady(recognizer, stream);
return Napi::Boolean::New(env, is_ready);
}
static void DecodeOnlineStreamWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return;
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be an online recognizer pointer.")
.ThrowAsJavaScriptException();
return;
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env, "Argument 1 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return;
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
DecodeOnlineStream(recognizer, stream);
}
static Napi::String GetOnlineStreamResultAsJsonWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be an online recognizer pointer.")
.ThrowAsJavaScriptException();
return {};
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env, "Argument 1 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return {};
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
const char *json = GetOnlineStreamResultAsJson(recognizer, stream);
Napi::String s = Napi::String::New(env, json);
DestroyOnlineStreamResultJson(json);
return s;
}
static void InputFinishedWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 1) {
std::ostringstream os;
os << "Expect only 1 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return;
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env, "Argument 0 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return;
}
SherpaOnnxOnlineStream *stream =
info[0].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
InputFinished(stream);
}
static void ResetOnlineStreamWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return;
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be an online recognizer pointer.")
.ThrowAsJavaScriptException();
return;
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env, "Argument 1 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return;
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
Reset(recognizer, stream);
}
static Napi::Boolean IsEndpointWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 2) {
std::ostringstream os;
os << "Expect only 2 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env,
"Argument 0 should be an online recognizer pointer.")
.ThrowAsJavaScriptException();
return {};
}
if (!info[1].IsExternal()) {
Napi::TypeError::New(env, "Argument 1 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return {};
}
SherpaOnnxOnlineRecognizer *recognizer =
info[0].As<Napi::External<SherpaOnnxOnlineRecognizer>>().Data();
SherpaOnnxOnlineStream *stream =
info[1].As<Napi::External<SherpaOnnxOnlineStream>>().Data();
int32_t is_endpoint = IsEndpoint(recognizer, stream);
return Napi::Boolean::New(env, is_endpoint);
}
static Napi::External<SherpaOnnxDisplay> CreateDisplayWrapper(
const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 1) {
std::ostringstream os;
os << "Expect only 1 argument. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return {};
}
if (!info[0].IsNumber()) {
Napi::TypeError::New(env, "Expect a number as the argument")
.ThrowAsJavaScriptException();
return {};
}
int32_t max_word_per_line = info[0].As<Napi::Number>().Int32Value();
const SherpaOnnxDisplay *display = CreateDisplay(max_word_per_line);
return Napi::External<SherpaOnnxDisplay>::New(
env, const_cast<SherpaOnnxDisplay *>(display),
[](Napi::Env env, SherpaOnnxDisplay *display) {
DestroyDisplay(display);
});
}
static void PrintWrapper(const Napi::CallbackInfo &info) {
Napi::Env env = info.Env();
if (info.Length() != 3) {
std::ostringstream os;
os << "Expect only 3 arguments. Given: " << info.Length();
Napi::TypeError::New(env, os.str()).ThrowAsJavaScriptException();
return;
}
if (!info[0].IsExternal()) {
Napi::TypeError::New(env, "Argument 0 should be an online stream pointer.")
.ThrowAsJavaScriptException();
return;
}
if (!info[1].IsNumber()) {
Napi::TypeError::New(env, "Argument 1 should be a number.")
.ThrowAsJavaScriptException();
return;
}
if (!info[2].IsString()) {
Napi::TypeError::New(env, "Argument 2 should be a string.")
.ThrowAsJavaScriptException();
return;
}
SherpaOnnxDisplay *display =
info[0].As<Napi::External<SherpaOnnxDisplay>>().Data();
int32_t idx = info[1].As<Napi::Number>().Int32Value();
Napi::String text = info[2].As<Napi::String>();
std::string s = text.Utf8Value();
SherpaOnnxPrint(display, idx, s.c_str());
}
void InitStreamingAsr(Napi::Env env, Napi::Object exports) {
exports.Set(Napi::String::New(env, "createOnlineRecognizer"),
Napi::Function::New(env, CreateOnlineRecognizerWrapper));
exports.Set(Napi::String::New(env, "createOnlineStream"),
Napi::Function::New(env, CreateOnlineStreamWrapper));
exports.Set(Napi::String::New(env, "acceptWaveformOnline"),
Napi::Function::New(env, AcceptWaveformWrapper));
exports.Set(Napi::String::New(env, "isOnlineStreamReady"),
Napi::Function::New(env, IsOnlineStreamReadyWrapper));
exports.Set(Napi::String::New(env, "decodeOnlineStream"),
Napi::Function::New(env, DecodeOnlineStreamWrapper));
exports.Set(Napi::String::New(env, "getOnlineStreamResultAsJson"),
Napi::Function::New(env, GetOnlineStreamResultAsJsonWrapper));
exports.Set(Napi::String::New(env, "inputFinished"),
Napi::Function::New(env, InputFinishedWrapper));
exports.Set(Napi::String::New(env, "reset"),
Napi::Function::New(env, ResetOnlineStreamWrapper));
exports.Set(Napi::String::New(env, "isEndpoint"),
Napi::Function::New(env, IsEndpointWrapper));
exports.Set(Napi::String::New(env, "createDisplay"),
Napi::Function::New(env, CreateDisplayWrapper));
exports.Set(Napi::String::New(env, "print"),
Napi::Function::New(env, PrintWrapper));
}