c++ api for keyword spotter

sherpa-onnx/c-api/c-api.cc

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

sherpa-onnx/c-api/c-api.h

@@ -473,6 +473,123 @@ SHERPA_ONNX_API const SherpaOnnxOfflineRecognizerResult *GetOfflineStreamResult(
 SHERPA_ONNX_API void DestroyOfflineRecognizerResult(
     const SherpaOnnxOfflineRecognizerResult *r);
 
+// ============================================================
+// For Keyword Spot
+// ============================================================
+SHERPA_ONNX_API typedef struct SherpaOnnxKeywordResult {
+  /// The triggered keyword.
+  /// For English, it consists of space separated words.
+  /// For Chinese, it consists of Chinese words without spaces.
+  /// Example 1: "hello world"
+  /// Example 2: "你好世界"
+  const char* keyword;
+
+  /// Decoded results at the token level.
+  /// For instance, for BPE-based models it consists of a list of BPE tokens.
+  const char* tokens;
+
+  const char* const* tokens_arr;
+
+  int32_t count;
+
+  /// timestamps.size() == tokens.size()
+  /// timestamps[i] records the time in seconds when tokens[i] is decoded.
+  float* timestamps;
+
+  /// Starting time of this segment.
+  /// When an endpoint is detected, it will change
+  float start_time;
+
+  /** Return a json string.
+   *
+   * The returned string contains:
+   *   {
+   *     "keyword": "The triggered keyword",
+   *     "tokens": [x, x, x],
+   *     "timestamps": [x, x, x],
+   *     "start_time": x,
+   *   }
+   */
+  const char* json;
+} SherpaOnnxKeywordResult;
+
+SHERPA_ONNX_API typedef struct SherpaOnnxKeywordSpotterConfig {
+  SherpaOnnxFeatureConfig feat_config;
+  SherpaOnnxOnlineModelConfig model_config;
+  int32_t max_active_paths;
+  int32_t num_trailing_blanks;
+  float keywords_score;
+  float keywords_threshold;
+  const char* keywords_file;
+} SherpaOnnxKeywordSpotterConfig;
+
+SHERPA_ONNX_API typedef struct SherpaOnnxKeywordSpotter
+    SherpaOnnxKeywordSpotter;
+
+/// @param config  Config for the keyword spotter.
+/// @return Return a pointer to the spotter. The user has to invoke
+///         DestroyKeywordSpotter() to free it to avoid memory leak.
+SHERPA_ONNX_API SherpaOnnxKeywordSpotter* CreateKeywordSpotter(
+    const SherpaOnnxKeywordSpotterConfig* config);
+
+/// Free a pointer returned by CreateKeywordSpotter()
+///
+/// @param p A pointer returned by CreateKeywordSpotter()
+SHERPA_ONNX_API void DestroyKeywordSpotter(
+    SherpaOnnxKeywordSpotter* spotter);
+
+/// Create an online stream for accepting wave samples.
+///
+/// @param spotter A pointer returned by CreateKeywordSpotter()
+/// @return Return a pointer to an OnlineStream. The user has to invoke
+///         DestroyOnlineStream() to free it to avoid memory leak.
+SHERPA_ONNX_API SherpaOnnxOnlineStream* CreateKeywordStream(
+    const SherpaOnnxKeywordSpotter* spotter);
+
+/// Return 1 if there are enough number of feature frames for decoding.
+/// Return 0 otherwise.
+///
+/// @param spotter A pointer returned by CreateKeywordSpotter
+/// @param stream  A pointer returned by CreateKeywordStream
+SHERPA_ONNX_API int32_t IsKeywordStreamReady(
+    SherpaOnnxKeywordSpotter* spotter, SherpaOnnxOnlineStream* stream);
+
+/// Call this function to run the neural network model and decoding.
+//
+/// Precondition for this function: IsKeywordStreamReady() MUST return 1.
+SHERPA_ONNX_API void DecodeKeywordStream(SherpaOnnxKeywordSpotter* spotter,
+                                         SherpaOnnxOnlineStream* stream);
+
+/// This function is similar to DecodeKeywordStream(). It decodes multiple
+/// OnlineStream in parallel.
+///
+/// Caution: The caller has to ensure each OnlineStream is ready, i.e.,
+/// IsKeywordStreamReady() for that stream should return 1.
+///
+/// @param spotter A pointer returned by CreateKeywordSpotter()
+/// @param streams  A pointer array containing pointers returned by
+///                 CreateKeywordStream()
+/// @param n  Number of elements in the given streams array.
+SHERPA_ONNX_API void DecodeMultipleKeywordStreams(
+    SherpaOnnxKeywordSpotter *spotter, SherpaOnnxOnlineStream **streams,
+    int32_t n);
+
+/// Get the decoding results so far for an OnlineStream.
+///
+/// @param recognizer A pointer returned by CreateKeywordSpotter().
+/// @param stream A pointer returned by CreateKeywordStream().
+/// @return A pointer containing the result. The user has to invoke
+///         DestroyKeywordResult() to free the returned pointer to
+///         avoid memory leak.
+SHERPA_ONNX_API const SherpaOnnxKeywordResult *GetKeywordResult(
+    SherpaOnnxKeywordSpotter *spotter, SherpaOnnxOnlineStream *stream);
+
+/// Destroy the pointer returned by GetKeywordResult().
+///
+/// @param r A pointer returned by GetKeywordResult()
+SHERPA_ONNX_API void DestroyKeywordResult(
+    const SherpaOnnxKeywordResult *r);
+
 // ============================================================
 // For VAD
 // ============================================================