#include "WChess.h" #include "Chessboard.h" #include "grammar-parser.h" #include "common.h" #include WChess::WChess(whisper_context * ctx, const whisper_full_params & wparams, callbacks cb, settings s) : m_ctx(ctx) , m_wparams(wparams) , m_cb(cb) , m_settings(s) , m_board(new Chessboard()) {} WChess::~WChess() = default; void WChess::set_status(const std::string& msg) const { if (m_cb.set_status) (*m_cb.set_status)(msg); } void WChess::set_moves(const std::string& moves) const { if (m_cb.set_moves) (*m_cb.set_moves)(moves); } bool WChess::check_running() const { if (m_cb.check_running) return (*m_cb.check_running)(); return false; } void WChess::clear_audio() const { if (m_cb.clear_audio) (*m_cb.clear_audio)(); } void WChess::get_audio(int ms, std::vector& pcmf32) const { if (m_cb.get_audio) (*m_cb.get_audio)(ms, pcmf32); } std::string WChess::stringify_board() const { return m_board->stringifyBoard(); } void WChess::run() { set_status("loading data ..."); bool have_prompt = true; bool ask_prompt = false; float logprob_min0 = 0.0f; float logprob_min = 0.0f; float logprob_sum0 = 0.0f; float logprob_sum = 0.0f; int n_tokens0 = 0; int n_tokens = 0; std::vector pcmf32_cur; std::vector pcmf32_prompt; std::string prompt = ""; float prompt_prop = 0.0f; while (check_running()) { // delay std::this_thread::sleep_for(std::chrono::milliseconds(100)); int64_t t_ms = 0; { get_audio(m_settings.vad_ms, pcmf32_cur); if (!pcmf32_cur.empty()) { fprintf(stdout, "%s: Processing ...\n", __func__); set_status("Processing ..."); { if (!pcmf32_prompt.empty()) pcmf32_cur.insert(pcmf32_cur.begin(), pcmf32_prompt.begin(), pcmf32_prompt.end()); if (WHISPER_SAMPLE_RATE > pcmf32_cur.size()) pcmf32_cur.insert(pcmf32_cur.begin(), WHISPER_SAMPLE_RATE - pcmf32_cur.size(), 0.0f); std::string rules = m_board->getRules(); fprintf(stdout, "%s: grammar rules:\n'%s'\n", __func__, rules.c_str()); auto grammar_parsed = grammar_parser::parse(rules.c_str()); auto grammar_rules = grammar_parsed.c_rules(); m_wparams.grammar_rules = grammar_rules.data(); m_wparams.n_grammar_rules = grammar_rules.size(); m_wparams.i_start_rule = grammar_parsed.symbol_ids.at("move"); auto txt = ::trim(transcribe(pcmf32_cur, logprob_min, logprob_sum, n_tokens, t_ms)); const float p = 100.0f * std::exp(logprob_min); fprintf(stdout, "%s: heard '%s'\n", __func__, txt.c_str()); // find the prompt in the text float best_sim = 0.0f; size_t best_len = 0; if (!prompt.empty()) { auto pos = txt.find_first_of('.'); const auto header = txt.substr(0, pos); const float sim = similarity(prompt, header); //fprintf(stderr, "%s: prompt = '%s', sim = %f\n", __func__, prompt.c_str(), sim); if (sim > best_sim) { best_sim = sim; best_len = pos + 1; } } fprintf(stdout, "%s: DEBUG: txt = '%s', prob = %.2f%%\n", __func__, txt.c_str(), p); std::string command = ::trim(txt.substr(best_len)); fprintf(stdout, "%s: Command '%s%s%s', (t = %d ms)\n", __func__, "\033[1m", command.c_str(), "\033[0m", (int) t_ms); fprintf(stdout, "\n"); { char txt[1024]; snprintf(txt, sizeof(txt), "Command '%s', (t = %d ms)", command.c_str(), (int) t_ms); set_status(txt); } if (!command.empty()) { auto move = m_board->process(command); if (!move.empty()) { set_moves(std::move(move)); } } } clear_audio(); } } } } std::string WChess::transcribe( const std::vector & pcmf32, float & logprob_min, float & logprob_sum, int & n_tokens, int64_t & t_ms) { const auto t_start = std::chrono::high_resolution_clock::now(); logprob_min = 0.0f; logprob_sum = 0.0f; n_tokens = 0; t_ms = 0; if (whisper_full(m_ctx, m_wparams, pcmf32.data(), pcmf32.size()) != 0) { return {}; } std::string result; const int n_segments = whisper_full_n_segments(m_ctx); for (int i = 0; i < n_segments; ++i) { const char * text = whisper_full_get_segment_text(m_ctx, i); result += text; const int n = whisper_full_n_tokens(m_ctx, i); for (int j = 0; j < n; ++j) { const auto token = whisper_full_get_token_data(m_ctx, i, j); if(token.plog > 0.0f) return {}; logprob_min = std::min(logprob_min, token.plog); logprob_sum += token.plog; ++n_tokens; } } const auto t_end = std::chrono::high_resolution_clock::now(); t_ms = std::chrono::duration_cast(t_end - t_start).count(); return result; }