#include "parakeet.h" #include "common-whisper.h" #include #include #ifdef NDEBUG #undef NDEBUG #endif #include void token_callback(parakeet_context * ctx, parakeet_state * state, const parakeet_token_data * token_data, void * user_data) { static bool is_first = true; const char * token_str = parakeet_token_to_str(ctx, token_data->id); char text_buf[256]; parakeet_token_to_text(token_str, is_first, text_buf, sizeof(text_buf)); int32_t time_ms = token_data->frame_index * 10; printf("%s", text_buf); fflush(stdout); is_first = false; } void segment_callback(parakeet_context * ctx, parakeet_state * state, int n_new, void * user_data) { const int n_segments = parakeet_full_n_segments_from_state(state); const int s0 = n_segments - n_new; printf("\nSegment Callback: %d new segment(s)\n", n_new); for (int i = s0; i < n_segments; i++) { const char * text = parakeet_full_get_segment_text_from_state(state, i); const int64_t t0 = parakeet_full_get_segment_t0_from_state(state, i); const int64_t t1 = parakeet_full_get_segment_t1_from_state(state, i); printf("Segment %d: [%lld -> %lld] \"%s\"\n", i, (long long)t0, (long long)t1, text); printf("Tokens:\n"); const int n_tokens = parakeet_full_n_tokens_from_state(state, i); for (int j = 0; j < n_tokens; j++) { parakeet_token_data token_data = parakeet_full_get_token_data_from_state(state, i, j); const char * token_str = parakeet_token_to_str(ctx, token_data.id); printf(" [%2d] id=%5d frame=%3d dur_idx=%2d dur_val=%2d p=%.4f plog=%.4f t0=%4lld t1=%4lld word_start=%d \"%s\"\n", j, token_data.id, token_data.frame_index, token_data.duration_idx, token_data.duration_value, token_data.p, token_data.plog, (long long)token_data.t0, (long long)token_data.t1, token_data.is_word_start, token_str); } } printf("\n"); } int main() { std::string model_path = PARAKEET_MODEL_PATH; std::string sample_path = SAMPLE_PATH; // Load the sample audio file std::vector pcmf32; std::vector> pcmf32s; assert(read_audio_data(sample_path.c_str(), pcmf32, pcmf32s, false)); assert(pcmf32.size() > 0); assert(pcmf32s.size() == 0); printf("Loading Parakeet model from: %s\n", model_path.c_str()); struct parakeet_context_params ctx_params = parakeet_context_default_params(); struct parakeet_context * pctx = parakeet_init_from_file_with_params_no_state(model_path.c_str(), ctx_params); if (pctx == nullptr) { fprintf(stderr, "Failed to load Parakeet model\n"); return 1; } printf("Successfully loaded Parakeet model\n"); struct parakeet_full_params params = parakeet_full_default_params(PARAKEET_SAMPLING_GREEDY); params.new_token_callback = token_callback; params.new_token_callback_user_data = nullptr; params.new_segment_callback = segment_callback; params.new_segment_callback_user_data = nullptr; parakeet_state * state = parakeet_init_state(pctx); int ret = parakeet_chunk(pctx, state, params, pcmf32.data(), pcmf32.size()); assert(ret == 0); parakeet_free_state(state); parakeet_free(pctx); printf("\nTest passed: Parakeet model loaded and freed successfully\n"); return 0; }