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@ -36,18 +36,57 @@ std::string to_timestamp(int64_t t, bool comma = false) {
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return std::string(buf);
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return std::string(buf);
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}
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}
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void replace_all(std::string & s, const std::string & search, const std::string & replace) {
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for (size_t pos = 0; ; pos += replace.length()) {
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pos = s.find(search, pos);
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if (pos == std::string::npos) break;
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s.erase(pos, search.length());
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s.insert(pos, replace);
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}
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}
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// a cost-function that is high for text that takes longer to pronounce
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float voice_length(const std::string & text) {
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float res = 0.0f;
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for (size_t i = 0; i < text.size(); ++i) {
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if (text[i] == ' ') {
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res += 0.01f;
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} else if (text[i] == ',') {
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res += 2.00f;
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} else if (text[i] == '.') {
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res += 3.00f;
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} else if (text[i] == '!') {
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res += 3.00f;
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} else if (text[i] == '?') {
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res += 3.00f;
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} else if (text[i] >= '0' && text[i] <= '9') {
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res += 3.00f;
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} else {
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res += 1.00f;
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}
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}
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return res;
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}
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// command-line parameters
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// command-line parameters
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struct whisper_params {
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struct whisper_params {
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int32_t seed = -1; // RNG seed, not used currently
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int32_t seed = -1; // RNG seed, not used currently
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int32_t n_threads = std::min(4, (int32_t) std::thread::hardware_concurrency());
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int32_t n_threads = std::min(4, (int32_t) std::thread::hardware_concurrency());
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int32_t n_processors = 1;
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int32_t offset_t_ms = 0;
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int32_t offset_t_ms = 0;
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int32_t offset_n = 0;
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int32_t offset_n = 0;
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int32_t max_context = -1;
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float word_thold = 0.01f;
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bool verbose = false;
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bool verbose = false;
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bool translate = false;
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bool translate = false;
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bool output_txt = false;
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bool output_txt = false;
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bool output_vtt = false;
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bool output_vtt = false;
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bool output_srt = false;
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bool output_srt = false;
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bool output_wts = false;
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bool print_special_tokens = false;
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bool print_special_tokens = false;
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bool print_colors = false;
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bool print_colors = false;
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bool no_timestamps = false;
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bool no_timestamps = false;
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@ -73,10 +112,16 @@ bool whisper_params_parse(int argc, char ** argv, whisper_params & params) {
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params.seed = std::stoi(argv[++i]);
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params.seed = std::stoi(argv[++i]);
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} else if (arg == "-t" || arg == "--threads") {
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} else if (arg == "-t" || arg == "--threads") {
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params.n_threads = std::stoi(argv[++i]);
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params.n_threads = std::stoi(argv[++i]);
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} else if (arg == "-p" || arg == "--processors") {
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params.n_processors = std::stoi(argv[++i]);
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} else if (arg == "-ot" || arg == "--offset-t") {
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} else if (arg == "-ot" || arg == "--offset-t") {
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params.offset_t_ms = std::stoi(argv[++i]);
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params.offset_t_ms = std::stoi(argv[++i]);
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} else if (arg == "-on" || arg == "--offset-n") {
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} else if (arg == "-on" || arg == "--offset-n") {
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params.offset_n = std::stoi(argv[++i]);
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params.offset_n = std::stoi(argv[++i]);
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} else if (arg == "-mc" || arg == "--max-context") {
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params.max_context = std::stoi(argv[++i]);
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} else if (arg == "-wt" || arg == "--word-thold") {
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params.word_thold = std::stof(argv[++i]);
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} else if (arg == "-v" || arg == "--verbose") {
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} else if (arg == "-v" || arg == "--verbose") {
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params.verbose = true;
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params.verbose = true;
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} else if (arg == "--translate") {
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} else if (arg == "--translate") {
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@ -94,6 +139,8 @@ bool whisper_params_parse(int argc, char ** argv, whisper_params & params) {
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params.output_vtt = true;
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params.output_vtt = true;
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} else if (arg == "-osrt" || arg == "--output-srt") {
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} else if (arg == "-osrt" || arg == "--output-srt") {
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params.output_srt = true;
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params.output_srt = true;
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} else if (arg == "-owts" || arg == "--output-words") {
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params.output_wts = true;
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} else if (arg == "-ps" || arg == "--print_special") {
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} else if (arg == "-ps" || arg == "--print_special") {
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params.print_special_tokens = true;
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params.print_special_tokens = true;
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} else if (arg == "-pc" || arg == "--print_colors") {
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} else if (arg == "-pc" || arg == "--print_colors") {
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@ -125,13 +172,17 @@ void whisper_print_usage(int argc, char ** argv, const whisper_params & params)
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fprintf(stderr, " -h, --help show this help message and exit\n");
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fprintf(stderr, " -h, --help show this help message and exit\n");
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fprintf(stderr, " -s SEED, --seed SEED RNG seed (default: -1)\n");
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fprintf(stderr, " -s SEED, --seed SEED RNG seed (default: -1)\n");
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fprintf(stderr, " -t N, --threads N number of threads to use during computation (default: %d)\n", params.n_threads);
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fprintf(stderr, " -t N, --threads N number of threads to use during computation (default: %d)\n", params.n_threads);
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fprintf(stderr, " -p N, --processors N number of processors to use during computation (default: %d)\n", params.n_processors);
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fprintf(stderr, " -ot N, --offset-t N time offset in milliseconds (default: %d)\n", params.offset_t_ms);
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fprintf(stderr, " -ot N, --offset-t N time offset in milliseconds (default: %d)\n", params.offset_t_ms);
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fprintf(stderr, " -on N, --offset-n N segment index offset (default: %d)\n", params.offset_n);
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fprintf(stderr, " -on N, --offset-n N segment index offset (default: %d)\n", params.offset_n);
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fprintf(stderr, " -mc N, --max-context N maximum number of text context tokens to store (default: max)\n");
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fprintf(stderr, " -wt N, --word-thold N word timestamp probability threshold (default: %f)\n", params.word_thold);
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fprintf(stderr, " -v, --verbose verbose output\n");
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fprintf(stderr, " -v, --verbose verbose output\n");
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fprintf(stderr, " --translate translate from source language to english\n");
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fprintf(stderr, " --translate translate from source language to english\n");
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fprintf(stderr, " -otxt, --output-txt output result in a text file\n");
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fprintf(stderr, " -otxt, --output-txt output result in a text file\n");
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fprintf(stderr, " -ovtt, --output-vtt output result in a vtt file\n");
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fprintf(stderr, " -ovtt, --output-vtt output result in a vtt file\n");
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fprintf(stderr, " -osrt, --output-srt output result in a srt file\n");
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fprintf(stderr, " -osrt, --output-srt output result in a srt file\n");
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fprintf(stderr, " -owts, --output-words output word-level timestamps to a text file\n");
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fprintf(stderr, " -ps, --print_special print special tokens\n");
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fprintf(stderr, " -ps, --print_special print special tokens\n");
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fprintf(stderr, " -pc, --print_colors print colors\n");
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fprintf(stderr, " -pc, --print_colors print colors\n");
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fprintf(stderr, " -nt, --no_timestamps do not print timestamps\n");
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fprintf(stderr, " -nt, --no_timestamps do not print timestamps\n");
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@ -269,6 +320,385 @@ bool output_srt(struct whisper_context * ctx, const char * fname, const whisper_
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return true;
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return true;
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}
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}
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// word-level timestamps (experimental)
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// TODO: make ffmpeg output optional
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// TODO: extra pass to detect unused speech and assign to tokens
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// TODO: font parameter adjustments
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// TODO: move to whisper.h/whisper.cpp and add parameter to select max line-length of subtitles
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bool output_wts(struct whisper_context * ctx, const char * fname, const char * fname_inp, const whisper_params & params, const std::vector<float> & pcmf32) {
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std::vector<float> pcm_avg(pcmf32.size(), 0);
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// average the fabs of the signal
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{
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const int hw = 32;
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for (int i = 0; i < pcmf32.size(); i++) {
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float sum = 0;
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for (int j = -hw; j <= hw; j++) {
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if (i + j >= 0 && i + j < pcmf32.size()) {
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sum += fabs(pcmf32[i + j]);
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}
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}
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pcm_avg[i] = sum/(2*hw + 1);
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}
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}
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struct token_info {
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int64_t t0 = -1;
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int64_t t1 = -1;
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int64_t tt0 = -1;
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int64_t tt1 = -1;
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whisper_token id;
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whisper_token tid;
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float p = 0.0f;
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float pt = 0.0f;
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float ptsum = 0.0f;
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std::string text;
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float vlen = 0.0f; // voice length of this token
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};
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int64_t t_beg = 0;
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int64_t t_last = 0;
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whisper_token tid_last = 0;
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std::ofstream fout(fname);
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fprintf(stderr, "%s: saving output to '%s'\n", __func__, fname);
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fout << "!/bin/bash" << "\n";
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fout << "\n";
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fout << "ffmpeg -i " << fname_inp << " -f lavfi -i color=size=1200x120:duration=" << float(pcmf32.size() + 1000)/WHISPER_SAMPLE_RATE << ":rate=25:color=black -vf \"";
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bool is_first = true;
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for (int i = 0; i < whisper_full_n_segments(ctx); i++) {
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const int64_t t0 = whisper_full_get_segment_t0(ctx, i);
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const int64_t t1 = whisper_full_get_segment_t1(ctx, i);
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const char *text = whisper_full_get_segment_text(ctx, i);
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const int s0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100));
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const int s1 = std::min((int) pcmf32.size(), (int) (t1*WHISPER_SAMPLE_RATE/100));
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const int n = whisper_full_n_tokens(ctx, i);
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std::vector<token_info> tokens(n);
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if (n <= 1) {
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continue;
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}
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for (int j = 0; j < n; ++j) {
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struct whisper_token_data token = whisper_full_get_token_data(ctx, i, j);
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if (j == 0) {
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if (token.id == whisper_token_beg(ctx)) {
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tokens[j ].t0 = t0;
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tokens[j ].t1 = t0;
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tokens[j + 1].t0 = t0;
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t_beg = t0;
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t_last = t0;
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tid_last = whisper_token_beg(ctx);
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} else {
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tokens[j ].t0 = t_last;
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}
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}
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const int64_t tt = t_beg + 2*(token.tid - whisper_token_beg(ctx));
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tokens[j].id = token.id;
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tokens[j].tid = token.tid;
|
|
|
|
|
|
|
|
tokens[j].p = token.p;
|
|
|
|
|
|
|
|
tokens[j].pt = token.pt;
|
|
|
|
|
|
|
|
tokens[j].ptsum = token.ptsum;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
tokens[j].text = whisper_token_to_str(ctx, token.id);
|
|
|
|
|
|
|
|
tokens[j].vlen = voice_length(tokens[j].text);
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (token.pt > params.word_thold && token.ptsum > 0.01 && token.tid > tid_last && tt <= t1) {
|
|
|
|
|
|
|
|
if (j > 0) {
|
|
|
|
|
|
|
|
tokens[j - 1].t1 = tt;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
tokens[j].t0 = tt;
|
|
|
|
|
|
|
|
tid_last = token.tid;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
tokens[n - 2].t1 = t1;
|
|
|
|
|
|
|
|
tokens[n - 1].t0 = t1;
|
|
|
|
|
|
|
|
tokens[n - 1].t1 = t1;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
t_last = t1;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// find intervals of tokens with unknown timestamps
|
|
|
|
|
|
|
|
// fill the timestamps by proportionally splitting the interval based on the token voice lengths
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
int p0 = 0;
|
|
|
|
|
|
|
|
int p1 = 0;
|
|
|
|
|
|
|
|
while (true) {
|
|
|
|
|
|
|
|
while (p1 < n && tokens[p1].t1 < 0) {
|
|
|
|
|
|
|
|
p1++;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (p1 >= n) {
|
|
|
|
|
|
|
|
p1--;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (p1 > p0) {
|
|
|
|
|
|
|
|
double psum = 0.0;
|
|
|
|
|
|
|
|
for (int j = p0; j <= p1; j++) {
|
|
|
|
|
|
|
|
psum += tokens[j].vlen;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
//printf("analyzing %d - %d, psum = %f\n", p0, p1, psum);
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
const double dt = tokens[p1].t1 - tokens[p0].t0;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// split the time proportionally to the voice length
|
|
|
|
|
|
|
|
for (int j = p0 + 1; j <= p1; j++) {
|
|
|
|
|
|
|
|
const double ct = tokens[j - 1].t0 + dt*tokens[j - 1].vlen/psum;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
tokens[j - 1].t1 = ct;
|
|
|
|
|
|
|
|
tokens[j ].t0 = ct;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
p1++;
|
|
|
|
|
|
|
|
p0 = p1;
|
|
|
|
|
|
|
|
if (p1 >= n) {
|
|
|
|
|
|
|
|
break;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// fix up (just in case)
|
|
|
|
|
|
|
|
for (int j = 0; j < n - 1; j++) {
|
|
|
|
|
|
|
|
if (tokens[j].t1 < 0) {
|
|
|
|
|
|
|
|
tokens[j + 1].t0 = tokens[j].t1;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (j > 0) {
|
|
|
|
|
|
|
|
if (tokens[j - 1].t1 > tokens[j].t0) {
|
|
|
|
|
|
|
|
tokens[j].t0 = tokens[j - 1].t1;
|
|
|
|
|
|
|
|
tokens[j].t1 = std::max(tokens[j].t0, tokens[j].t1);
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
tokens[j].tt0 = tokens[j].t0;
|
|
|
|
|
|
|
|
tokens[j].tt1 = tokens[j].t1;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// VAD
|
|
|
|
|
|
|
|
// expand or contract tokens based on voice activity
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
const int hw = WHISPER_SAMPLE_RATE/8;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
for (int j = 0; j < n; j++) {
|
|
|
|
|
|
|
|
if (tokens[j].id >= whisper_token_eot(ctx)) {
|
|
|
|
|
|
|
|
continue;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
const int64_t t0 = tokens[j].t0;
|
|
|
|
|
|
|
|
const int64_t t1 = tokens[j].t1;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
int s0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100));
|
|
|
|
|
|
|
|
int s1 = std::min((int) pcmf32.size() - 1, (int) (t1*WHISPER_SAMPLE_RATE/100));
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
const int ss0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100) - hw);
|
|
|
|
|
|
|
|
const int ss1 = std::min((int) pcmf32.size() - 1, (int) (t1*WHISPER_SAMPLE_RATE/100) + hw);
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
const int n = ss1 - ss0;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
float sum = 0.0f;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
for (int k = ss0; k < ss1; k++) {
|
|
|
|
|
|
|
|
sum += pcm_avg[k];
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
const float thold = 0.5*sum/n;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
int k = s0;
|
|
|
|
|
|
|
|
if (pcm_avg[k] > thold && j > 0) {
|
|
|
|
|
|
|
|
while (k > 0 && pcm_avg[k] > thold) {
|
|
|
|
|
|
|
|
k--;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
tokens[j].t0 = (int64_t) (100*k/WHISPER_SAMPLE_RATE);
|
|
|
|
|
|
|
|
if (tokens[j].t0 < tokens[j - 1].t1) {
|
|
|
|
|
|
|
|
tokens[j].t0 = tokens[j - 1].t1;
|
|
|
|
|
|
|
|
} else {
|
|
|
|
|
|
|
|
s0 = k;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
} else {
|
|
|
|
|
|
|
|
while (pcm_avg[k] < thold && k < s1) {
|
|
|
|
|
|
|
|
k++;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
s0 = k;
|
|
|
|
|
|
|
|
tokens[j].t0 = 100*k/WHISPER_SAMPLE_RATE;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
int k = s1;
|
|
|
|
|
|
|
|
if (pcm_avg[k] > thold) {
|
|
|
|
|
|
|
|
while (k < (int) pcmf32.size() - 1 && pcm_avg[k] > thold) {
|
|
|
|
|
|
|
|
k++;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
tokens[j].t1 = 100*k/WHISPER_SAMPLE_RATE;
|
|
|
|
|
|
|
|
if (j < n - 1 && tokens[j].t1 > tokens[j + 1].t0) {
|
|
|
|
|
|
|
|
tokens[j].t1 = tokens[j + 1].t0;
|
|
|
|
|
|
|
|
} else {
|
|
|
|
|
|
|
|
s1 = k;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
} else {
|
|
|
|
|
|
|
|
while (pcm_avg[k] < thold && k > s0) {
|
|
|
|
|
|
|
|
k--;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
s1 = k;
|
|
|
|
|
|
|
|
tokens[j].t1 = 100*k/WHISPER_SAMPLE_RATE;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// fixed token expand (optional)
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
const int t_expand = 0;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
for (int j = 0; j < n; j++) {
|
|
|
|
|
|
|
|
if (j > 0) {
|
|
|
|
|
|
|
|
tokens[j].t0 = std::max(0, (int) (tokens[j].t0 - t_expand));
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
if (j < n - 1) {
|
|
|
|
|
|
|
|
tokens[j].t1 = tokens[j].t1 + t_expand;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// debug info
|
|
|
|
|
|
|
|
// TODO: toggle via parameter
|
|
|
|
|
|
|
|
for (int j = 0; j < n; ++j) {
|
|
|
|
|
|
|
|
const auto & token = tokens[j];
|
|
|
|
|
|
|
|
const auto tt = token.pt > params.word_thold && token.ptsum > 0.01 ? whisper_token_to_str(ctx, token.tid) : "[?]";
|
|
|
|
|
|
|
|
printf("%s: %10s %6.3f %6.3f %6.3f %6.3f %5d %5d '%s'\n", __func__,
|
|
|
|
|
|
|
|
tt, token.p, token.pt, token.ptsum, token.vlen, (int) token.t0, (int) token.t1, token.text.c_str());
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (tokens[j].id >= whisper_token_eot(ctx)) {
|
|
|
|
|
|
|
|
continue;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
//printf("[%s --> %s] %s\n", to_timestamp(token.t0).c_str(), to_timestamp(token.t1).c_str(), whisper_token_to_str(ctx, token.id));
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
//fout << "# " << to_timestamp(token.t0) << " --> " << to_timestamp(token.t1) << " " << whisper_token_to_str(ctx, token.id) << "\n";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// TODO: become parameters
|
|
|
|
|
|
|
|
static const int line_wrap = 60;
|
|
|
|
|
|
|
|
static const char * font = "/System/Library/Fonts/Supplemental/Courier New Bold.ttf";
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (!is_first) {
|
|
|
|
|
|
|
|
fout << ",";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// background text
|
|
|
|
|
|
|
|
fout << "drawtext=fontfile='" << font << "':fontsize=24:fontcolor=gray:x=(w-text_w)/2:y=h/2:text='':enable='between(t," << t0/100.0 << "," << t0/100.0 << ")'";
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
is_first = false;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
for (int j = 0; j < n; ++j) {
|
|
|
|
|
|
|
|
const auto & token = tokens[j];
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (tokens[j].id >= whisper_token_eot(ctx)) {
|
|
|
|
|
|
|
|
continue;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
std::string txt_bg;
|
|
|
|
|
|
|
|
std::string txt_fg; // highlight token
|
|
|
|
|
|
|
|
std::string txt_ul; // underline
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
txt_bg = "> ";
|
|
|
|
|
|
|
|
txt_fg = "> ";
|
|
|
|
|
|
|
|
txt_ul = "\\ \\ ";
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
{
|
|
|
|
|
|
|
|
int ncnt = 0;
|
|
|
|
|
|
|
|
for (int k = 0; k < n; ++k) {
|
|
|
|
|
|
|
|
const auto & token2 = tokens[k];
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (tokens[k].id >= whisper_token_eot(ctx)) {
|
|
|
|
|
|
|
|
continue;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
const std::string txt = whisper_token_to_str(ctx, token2.id);
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
txt_bg += txt;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if (k == j) {
|
|
|
|
|
|
|
|
for (int l = 0; l < (int) txt.size(); ++l) {
|
|
|
|
|
|
|
|
txt_fg += txt[l];
|
|
|
|
|
|
|
|
txt_ul += "_";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
txt_fg += "|";
|
|
|
|
|
|
|
|
} else {
|
|
|
|
|
|
|
|
for (int l = 0; l < (int) txt.size(); ++l) {
|
|
|
|
|
|
|
|
txt_fg += "\\ ";
|
|
|
|
|
|
|
|
txt_ul += "\\ ";
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
ncnt += txt.size();
|
|
|
|
|
|
|
|
|
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if (ncnt > line_wrap) {
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if (k < j) {
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txt_bg = "> ";
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txt_fg = "> ";
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txt_ul = "\\ \\ ";
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ncnt = 0;
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} else {
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break;
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}
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}
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}
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::replace_all(txt_bg, "'", "’");
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::replace_all(txt_bg, "\"", "\\\"");
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::replace_all(txt_fg, "'", "’");
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::replace_all(txt_fg, "\"", "\\\"");
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}
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// background text
|
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fout << ",drawtext=fontfile='" << font << "':fontsize=24:fontcolor=gray:x=(w-text_w)/2:y=h/2:text='" << txt_bg << "':enable='between(t," << token.tt0/100.0 << "," << token.tt1/100.0 << ")'";
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// foreground text
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fout << ",drawtext=fontfile='" << font << "':fontsize=24:fontcolor=lightgreen:x=(w-text_w)/2+8:y=h/2:text='" << txt_fg << "':enable='between(t," << token.t0/100.0 << "," << token.t1/100.0 << ")'";
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// underline
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fout << ",drawtext=fontfile='" << font << "':fontsize=24:fontcolor=lightgreen:x=(w-text_w)/2+8:y=h/2+16:text='" << txt_ul << "':enable='between(t," << token.t0/100.0 << "," << token.t1/100.0 << ")'";
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}
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}
|
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fout << "\" -c:v libx264 -pix_fmt yuv420p -y " << fname_inp << ".mp4" << "\n";
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fout << "\n\n";
|
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fout << "echo \"Your video has been saved to " << fname_inp << ".mp4\"" << "\n";
|
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|
|
fout << "\n";
|
|
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|
|
fout << "echo \" ffplay " << fname_inp << ".mp4\"\n";
|
|
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|
|
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|
|
fout << "\n";
|
|
|
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|
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|
|
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|
|
fout.close();
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
fprintf(stderr, "%s: run 'source %s' to generate karaoke video\n", __func__, fname);
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
return true;
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
int main(int argc, char ** argv) {
|
|
|
|
int main(int argc, char ** argv) {
|
|
|
|
whisper_params params;
|
|
|
|
whisper_params params;
|
|
|
|
|
|
|
|
|
|
|
|
@ -346,7 +776,8 @@ int main(int argc, char ** argv) {
|
|
|
|
// print system information
|
|
|
|
// print system information
|
|
|
|
{
|
|
|
|
{
|
|
|
|
fprintf(stderr, "\n");
|
|
|
|
fprintf(stderr, "\n");
|
|
|
|
fprintf(stderr, "system_info: n_threads = %d / %d | %s\n", params.n_threads, std::thread::hardware_concurrency(), whisper_print_system_info());
|
|
|
|
fprintf(stderr, "system_info: n_threads = %d / %d | %s\n",
|
|
|
|
|
|
|
|
params.n_threads*params.n_processors, std::thread::hardware_concurrency(), whisper_print_system_info());
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
// print some info about the processing
|
|
|
|
// print some info about the processing
|
|
|
|
@ -359,8 +790,9 @@ int main(int argc, char ** argv) {
|
|
|
|
fprintf(stderr, "%s: WARNING: model is not multilingual, ignoring language and translation options\n", __func__);
|
|
|
|
fprintf(stderr, "%s: WARNING: model is not multilingual, ignoring language and translation options\n", __func__);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
fprintf(stderr, "%s: processing '%s' (%d samples, %.1f sec), %d threads, lang = %s, task = %s, timestamps = %d ...\n",
|
|
|
|
fprintf(stderr, "%s: processing '%s' (%d samples, %.1f sec), %d threads, %d processors, lang = %s, task = %s, timestamps = %d ...\n",
|
|
|
|
__func__, fname_inp.c_str(), int(pcmf32.size()), float(pcmf32.size())/WHISPER_SAMPLE_RATE, params.n_threads,
|
|
|
|
__func__, fname_inp.c_str(), int(pcmf32.size()), float(pcmf32.size())/WHISPER_SAMPLE_RATE,
|
|
|
|
|
|
|
|
params.n_threads, params.n_processors,
|
|
|
|
params.language.c_str(),
|
|
|
|
params.language.c_str(),
|
|
|
|
params.translate ? "translate" : "transcribe",
|
|
|
|
params.translate ? "translate" : "transcribe",
|
|
|
|
params.no_timestamps ? 0 : 1);
|
|
|
|
params.no_timestamps ? 0 : 1);
|
|
|
|
@ -380,6 +812,7 @@ int main(int argc, char ** argv) {
|
|
|
|
wparams.translate = params.translate;
|
|
|
|
wparams.translate = params.translate;
|
|
|
|
wparams.language = params.language.c_str();
|
|
|
|
wparams.language = params.language.c_str();
|
|
|
|
wparams.n_threads = params.n_threads;
|
|
|
|
wparams.n_threads = params.n_threads;
|
|
|
|
|
|
|
|
wparams.n_max_text_ctx = params.max_context >= 0 ? params.max_context : wparams.n_max_text_ctx;
|
|
|
|
wparams.offset_ms = params.offset_t_ms;
|
|
|
|
wparams.offset_ms = params.offset_t_ms;
|
|
|
|
|
|
|
|
|
|
|
|
// this callback is called on each new segment
|
|
|
|
// this callback is called on each new segment
|
|
|
|
@ -388,11 +821,14 @@ int main(int argc, char ** argv) {
|
|
|
|
wparams.new_segment_callback_user_data = ¶ms;
|
|
|
|
wparams.new_segment_callback_user_data = ¶ms;
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
if (whisper_full(ctx, wparams, pcmf32.data(), pcmf32.size()) != 0) {
|
|
|
|
if (whisper_full_parallel(ctx, wparams, pcmf32.data(), pcmf32.size(), params.n_processors) != 0) {
|
|
|
|
fprintf(stderr, "%s: failed to process audio\n", argv[0]);
|
|
|
|
fprintf(stderr, "%s: failed to process audio\n", argv[0]);
|
|
|
|
return 8;
|
|
|
|
return 8;
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// output stuff
|
|
|
|
|
|
|
|
{
|
|
|
|
printf("\n");
|
|
|
|
printf("\n");
|
|
|
|
|
|
|
|
|
|
|
|
// output to text file
|
|
|
|
// output to text file
|
|
|
|
@ -412,6 +848,12 @@ int main(int argc, char ** argv) {
|
|
|
|
const auto fname_srt = fname_inp + ".srt";
|
|
|
|
const auto fname_srt = fname_inp + ".srt";
|
|
|
|
output_srt(ctx, fname_srt.c_str(), params);
|
|
|
|
output_srt(ctx, fname_srt.c_str(), params);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
// output to WTS file
|
|
|
|
|
|
|
|
if (params.output_wts) {
|
|
|
|
|
|
|
|
const auto fname_wts = fname_inp + ".wts";
|
|
|
|
|
|
|
|
output_wts(ctx, fname_wts.c_str(), fname_inp.c_str(), params, pcmf32);
|
|
|
|
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
jafri
3 years ago