c++ api for keyword spotter (#642)
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@@ -17,6 +17,7 @@
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#include "sherpa-onnx/csrc/online-recognizer.h"
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#include "sherpa-onnx/csrc/voice-activity-detector.h"
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#include "sherpa-onnx/csrc/wave-writer.h"
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#include "sherpa-onnx/csrc/keyword-spotter.h"
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struct SherpaOnnxOnlineRecognizer {
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std::unique_ptr<sherpa_onnx::OnlineRecognizer> impl;
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@@ -410,6 +411,189 @@ void DestroyOfflineRecognizerResult(
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}
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}
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// ============================================================
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// For Keyword Spot
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// ============================================================
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struct SherpaOnnxKeywordSpotter {
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std::unique_ptr<sherpa_onnx::KeywordSpotter> impl;
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};
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SherpaOnnxKeywordSpotter* CreateKeywordSpotter(
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const SherpaOnnxKeywordSpotterConfig* config) {
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sherpa_onnx::KeywordSpotterConfig spotter_config;
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spotter_config.feat_config.sampling_rate =
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SHERPA_ONNX_OR(config->feat_config.sample_rate, 16000);
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spotter_config.feat_config.feature_dim =
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SHERPA_ONNX_OR(config->feat_config.feature_dim, 80);
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spotter_config.model_config.transducer.encoder =
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SHERPA_ONNX_OR(config->model_config.transducer.encoder, "");
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spotter_config.model_config.transducer.decoder =
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SHERPA_ONNX_OR(config->model_config.transducer.decoder, "");
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spotter_config.model_config.transducer.joiner =
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SHERPA_ONNX_OR(config->model_config.transducer.joiner, "");
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spotter_config.model_config.paraformer.encoder =
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SHERPA_ONNX_OR(config->model_config.paraformer.encoder, "");
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spotter_config.model_config.paraformer.decoder =
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SHERPA_ONNX_OR(config->model_config.paraformer.decoder, "");
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spotter_config.model_config.zipformer2_ctc.model =
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SHERPA_ONNX_OR(config->model_config.zipformer2_ctc.model, "");
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spotter_config.model_config.tokens =
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SHERPA_ONNX_OR(config->model_config.tokens, "");
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spotter_config.model_config.num_threads =
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SHERPA_ONNX_OR(config->model_config.num_threads, 1);
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spotter_config.model_config.provider =
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SHERPA_ONNX_OR(config->model_config.provider, "cpu");
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spotter_config.model_config.model_type =
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SHERPA_ONNX_OR(config->model_config.model_type, "");
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spotter_config.model_config.debug =
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SHERPA_ONNX_OR(config->model_config.debug, 0);
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spotter_config.max_active_paths =
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SHERPA_ONNX_OR(config->max_active_paths, 4);
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spotter_config.num_trailing_blanks =
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SHERPA_ONNX_OR(config->num_trailing_blanks , 1);
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spotter_config.keywords_score =
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SHERPA_ONNX_OR(config->keywords_score, 1.0);
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spotter_config.keywords_threshold =
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SHERPA_ONNX_OR(config->keywords_threshold, 0.25);
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spotter_config.keywords_file =
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SHERPA_ONNX_OR(config->keywords_file, "");
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if (config->model_config.debug) {
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SHERPA_ONNX_LOGE("%s\n", spotter_config.ToString().c_str());
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}
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if (!spotter_config.Validate()) {
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SHERPA_ONNX_LOGE("Errors in config!");
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return nullptr;
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}
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SherpaOnnxKeywordSpotter* spotter = new SherpaOnnxKeywordSpotter;
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spotter->impl =
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std::make_unique<sherpa_onnx::KeywordSpotter>(spotter_config);
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return spotter;
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}
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void DestroyKeywordSpotter(SherpaOnnxKeywordSpotter* spotter) {
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delete spotter;
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}
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SherpaOnnxOnlineStream* CreateKeywordStream(
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const SherpaOnnxKeywordSpotter* spotter) {
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SherpaOnnxOnlineStream* stream =
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new SherpaOnnxOnlineStream(spotter->impl->CreateStream());
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return stream;
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}
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int32_t IsKeywordStreamReady(
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SherpaOnnxKeywordSpotter* spotter, SherpaOnnxOnlineStream* stream) {
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return spotter->impl->IsReady(stream->impl.get());
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}
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void DecodeKeywordStream(SherpaOnnxKeywordSpotter* spotter,
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SherpaOnnxOnlineStream* stream) {
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return spotter->impl->DecodeStream(stream->impl.get());
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}
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void DecodeMultipleKeywordStreams(
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SherpaOnnxKeywordSpotter *spotter, SherpaOnnxOnlineStream **streams,
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int32_t n) {
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std::vector<sherpa_onnx::OnlineStream*> ss(n);
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for (int32_t i = 0; i != n; ++i) {
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ss[i] = streams[i]->impl.get();
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}
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spotter->impl->DecodeStreams(ss.data(), n);
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}
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const SherpaOnnxKeywordResult *GetKeywordResult(
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SherpaOnnxKeywordSpotter *spotter, SherpaOnnxOnlineStream *stream) {
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const sherpa_onnx::KeywordResult& result =
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spotter->impl->GetResult(stream->impl.get());
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const auto &keyword = result.keyword;
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auto r = new SherpaOnnxKeywordResult;
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memset(r, 0, sizeof(SherpaOnnxKeywordResult));
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r->start_time = result.start_time;
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// copy keyword
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r->keyword = new char[keyword.size() + 1];
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std::copy(keyword.begin(), keyword.end(), const_cast<char *>(r->keyword));
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const_cast<char *>(r->keyword)[keyword.size()] = 0;
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// copy json
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const auto &json = result.AsJsonString();
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r->json = new char[json.size() + 1];
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std::copy(json.begin(), json.end(), const_cast<char *>(r->json));
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const_cast<char *>(r->json)[json.size()] = 0;
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// copy tokens
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auto count = result.tokens.size();
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if (count > 0) {
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size_t total_length = 0;
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for (const auto &token : result.tokens) {
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// +1 for the null character at the end of each token
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total_length += token.size() + 1;
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}
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r->count = count;
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// Each word ends with nullptr
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r->tokens = new char[total_length];
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memset(reinterpret_cast<void *>(const_cast<char *>(r->tokens)), 0,
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total_length);
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char **tokens_temp = new char *[r->count];
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int32_t pos = 0;
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for (int32_t i = 0; i < r->count; ++i) {
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tokens_temp[i] = const_cast<char *>(r->tokens) + pos;
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memcpy(reinterpret_cast<void *>(const_cast<char *>(r->tokens + pos)),
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result.tokens[i].c_str(), result.tokens[i].size());
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// +1 to move past the null character
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pos += result.tokens[i].size() + 1;
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}
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r->tokens_arr = tokens_temp;
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if (!result.timestamps.empty()) {
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r->timestamps = new float[result.timestamps.size()];
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std::copy(result.timestamps.begin(), result.timestamps.end(),
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r->timestamps);
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} else {
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r->timestamps = nullptr;
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}
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} else {
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r->count = 0;
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r->timestamps = nullptr;
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r->tokens = nullptr;
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r->tokens_arr = nullptr;
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}
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return r;
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}
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void DestroyKeywordResult(const SherpaOnnxKeywordResult *r) {
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if (r) {
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delete[] r->keyword;
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delete[] r->json;
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delete[] r->tokens;
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delete[] r->tokens_arr;
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delete[] r->timestamps;
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delete r;
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}
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}
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// ============================================================
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// For VAD
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// ============================================================
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