mirror of
https://github.com/ggerganov/whisper.cpp.git
synced 2024-12-21 21:47:47 +00:00
2ca8cc77b2
Only the transcribed/translted text is printed to stdout. This way, one can redirect the result to a file.
328 lines
12 KiB
C++
328 lines
12 KiB
C++
#include "whisper.h"
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// third-party utilities
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// use your favorite implementations
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#define DR_WAV_IMPLEMENTATION
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#include "dr_wav.h"
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#include <fstream>
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#include <cstdio>
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#include <string>
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#include <thread>
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#include <vector>
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// 500 -> 00:05.000
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// 6000 -> 01:00.000
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std::string to_timestamp(int64_t t) {
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int64_t sec = t/100;
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int64_t msec = t - sec*100;
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int64_t min = sec/60;
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sec = sec - min*60;
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char buf[32];
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snprintf(buf, sizeof(buf), "%02d:%02d.%03d", (int) min, (int) sec, (int) msec);
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return std::string(buf);
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}
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// command-line parameters
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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 n_threads = std::min(4, (int32_t) std::thread::hardware_concurrency());
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int32_t offset_ms = 0;
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bool verbose = false;
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bool translate = false;
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bool output_txt = false;
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bool output_vtt = false;
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bool output_srt = false;
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bool print_special_tokens = false;
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bool no_timestamps = false;
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std::string language = "en";
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std::string model = "models/ggml-base.en.bin";
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std::vector<std::string> fname_inp = {};
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};
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void whisper_print_usage(int argc, char ** argv, const whisper_params & params);
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bool whisper_params_parse(int argc, char ** argv, whisper_params & params) {
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for (int i = 1; i < argc; i++) {
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std::string arg = argv[i];
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if (arg[0] != '-') {
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params.fname_inp.push_back(arg);
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continue;
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}
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if (arg == "-s" || arg == "--seed") {
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params.seed = std::stoi(argv[++i]);
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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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} else if (arg == "-o" || arg == "--offset") {
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params.offset_ms = std::stoi(argv[++i]);
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} else if (arg == "-v" || arg == "--verbose") {
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params.verbose = true;
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} else if (arg == "--translate") {
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params.translate = true;
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} else if (arg == "-l" || arg == "--language") {
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params.language = argv[++i];
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if (whisper_lang_id(params.language.c_str()) == -1) {
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fprintf(stderr, "error: unknown language '%s'\n", params.language.c_str());
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whisper_print_usage(argc, argv, params);
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exit(0);
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}
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} else if (arg == "-otxt" || arg == "--output-txt") {
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params.output_txt = true;
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} else if (arg == "-ovtt" || arg == "--output-vtt") {
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params.output_vtt = true;
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} else if (arg == "-osrt" || arg == "--output-srt") {
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params.output_srt = true;
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} else if (arg == "-ps" || arg == "--print_special") {
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params.print_special_tokens = true;
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} else if (arg == "-nt" || arg == "--no_timestamps") {
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params.no_timestamps = true;
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} else if (arg == "-m" || arg == "--model") {
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params.model = argv[++i];
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} else if (arg == "-f" || arg == "--file") {
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params.fname_inp.push_back(argv[++i]);
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} else if (arg == "-h" || arg == "--help") {
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whisper_print_usage(argc, argv, params);
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exit(0);
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} else {
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fprintf(stderr, "error: unknown argument: %s\n", arg.c_str());
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whisper_print_usage(argc, argv, params);
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exit(0);
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}
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}
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return true;
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}
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void whisper_print_usage(int argc, char ** argv, const whisper_params & params) {
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fprintf(stderr, "\n");
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fprintf(stderr, "usage: %s [options] file0.wav file1.wav ...\n", argv[0]);
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fprintf(stderr, "\n");
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fprintf(stderr, "options:\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, " -t N, --threads N number of threads to use during computation (default: %d)\n", params.n_threads);
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fprintf(stderr, " -o N, --offset N offset in milliseconds (default: %d)\n", params.offset_ms);
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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, " -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, " -ps, --print_special print special tokens\n");
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fprintf(stderr, " -nt, --no_timestamps do not print timestamps\n");
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fprintf(stderr, " -l LANG, --language LANG spoken language (default: %s)\n", params.language.c_str());
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fprintf(stderr, " -m FNAME, --model FNAME model path (default: %s)\n", params.model.c_str());
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fprintf(stderr, " -f FNAME, --file FNAME input WAV file path\n");
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fprintf(stderr, "\n");
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}
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int main(int argc, char ** argv) {
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whisper_params params;
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if (whisper_params_parse(argc, argv, params) == false) {
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return 1;
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}
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if (params.seed < 0) {
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params.seed = time(NULL);
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}
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if (params.fname_inp.empty()) {
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fprintf(stderr, "error: no input files specified\n");
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whisper_print_usage(argc, argv, params);
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return 2;
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}
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// whisper init
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struct whisper_context * ctx = whisper_init(params.model.c_str());
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for (int f = 0; f < (int) params.fname_inp.size(); ++f) {
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const auto fname_inp = params.fname_inp[f];
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// WAV input
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std::vector<float> pcmf32;
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{
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drwav wav;
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if (!drwav_init_file(&wav, fname_inp.c_str(), NULL)) {
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fprintf(stderr, "%s: failed to open WAV file '%s' - check your input\n", argv[0], fname_inp.c_str());
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whisper_print_usage(argc, argv, {});
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return 3;
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}
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if (wav.channels != 1 && wav.channels != 2) {
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fprintf(stderr, "%s: WAV file '%s' must be mono or stereo\n", argv[0], fname_inp.c_str());
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return 4;
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}
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if (wav.sampleRate != WHISPER_SAMPLE_RATE) {
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fprintf(stderr, "%s: WAV file '%s' must be 16 kHz\n", argv[0], fname_inp.c_str());
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return 5;
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}
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if (wav.bitsPerSample != 16) {
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fprintf(stderr, "%s: WAV file '%s' must be 16-bit\n", argv[0], fname_inp.c_str());
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return 6;
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}
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int n = wav.totalPCMFrameCount;
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std::vector<int16_t> pcm16;
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pcm16.resize(n*wav.channels);
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drwav_read_pcm_frames_s16(&wav, n, pcm16.data());
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drwav_uninit(&wav);
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// convert to mono, float
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pcmf32.resize(n);
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if (wav.channels == 1) {
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for (int i = 0; i < n; i++) {
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pcmf32[i] = float(pcm16[i])/32768.0f;
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}
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} else {
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for (int i = 0; i < n; i++) {
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pcmf32[i] = float(pcm16[2*i] + pcm16[2*i + 1])/65536.0f;
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}
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}
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}
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// print some info about the processing
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{
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fprintf(stderr, "\n");
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if (!whisper_is_multilingual(ctx)) {
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if (params.language != "en" || params.translate) {
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params.language = "en";
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params.translate = false;
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fprintf(stderr, "%s: WARNING: model is not multilingual, ignoring language and translation options\n", __func__);
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}
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}
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fprintf(stderr, "%s: processing '%s' (%d samples, %.1f sec), %d threads, lang = %s, task = %s, timestamps = %d ...\n",
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__func__, fname_inp.c_str(), int(pcmf32.size()), float(pcmf32.size())/WHISPER_SAMPLE_RATE, params.n_threads,
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params.language.c_str(),
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params.translate ? "translate" : "transcribe",
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params.no_timestamps ? 0 : 1);
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fprintf(stderr, "\n");
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}
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// run the inference
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{
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whisper_full_params wparams = whisper_full_default_params(WHISPER_DECODE_GREEDY);
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wparams.print_realtime = true;
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wparams.print_progress = false;
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wparams.print_timestamps = !params.no_timestamps;
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wparams.print_special_tokens = params.print_special_tokens;
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wparams.translate = params.translate;
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wparams.language = params.language.c_str();
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wparams.n_threads = params.n_threads;
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wparams.offset_ms = params.offset_ms;
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if (whisper_full(ctx, wparams, pcmf32.data(), pcmf32.size()) != 0) {
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fprintf(stderr, "%s: failed to process audio\n", argv[0]);
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return 7;
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}
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// print result
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if (!wparams.print_realtime) {
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fprintf(stderr, "\n");
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const int n_segments = whisper_full_n_segments(ctx);
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for (int i = 0; i < n_segments; ++i) {
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const char * text = whisper_full_get_segment_text(ctx, i);
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if (params.no_timestamps) {
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fprintf(stderr, "%s", text);
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fflush(stdout);
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} else {
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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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fprintf(stderr, "[%s --> %s] %s\n", to_timestamp(t0).c_str(), to_timestamp(t1).c_str(), text);
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}
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}
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}
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fprintf(stderr, "\n");
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// output to text file
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if (params.output_txt) {
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const auto fname_txt = fname_inp + ".txt";
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std::ofstream fout_txt(fname_txt);
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if (!fout_txt.is_open()) {
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fprintf(stderr, "%s: failed to open '%s' for writing\n", __func__, fname_txt.c_str());
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return 8;
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}
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fprintf(stderr, "%s: saving output to '%s.txt'\n", __func__, fname_inp.c_str());
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const int n_segments = whisper_full_n_segments(ctx);
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for (int i = 0; i < n_segments; ++i) {
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const char * text = whisper_full_get_segment_text(ctx, i);
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fout_txt << text;
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}
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}
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// output to VTT file
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if (params.output_vtt) {
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const auto fname_vtt = fname_inp + ".vtt";
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std::ofstream fout_vtt(fname_vtt);
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if (!fout_vtt.is_open()) {
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fprintf(stderr, "%s: failed to open '%s' for writing\n", __func__, fname_vtt.c_str());
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return 9;
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}
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fprintf(stderr, "%s: saving output to '%s.vtt'\n", __func__, fname_inp.c_str());
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fout_vtt << "WEBVTT\n\n";
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const int n_segments = whisper_full_n_segments(ctx);
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for (int i = 0; i < n_segments; ++i) {
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const char * text = whisper_full_get_segment_text(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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fout_vtt << to_timestamp(t0) << " --> " << to_timestamp(t1) << "\n";
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fout_vtt << text << "\n\n";
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}
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}
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// output to SRT file
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if (params.output_srt) {
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const auto fname_srt = fname_inp + ".srt";
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std::ofstream fout_srt(fname_srt);
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if (!fout_srt.is_open()) {
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fprintf(stderr, "%s: failed to open '%s' for writing\n", __func__, fname_srt.c_str());
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return 10;
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}
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fprintf(stderr, "%s: saving output to '%s.srt'\n", __func__, fname_inp.c_str());
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const int n_segments = whisper_full_n_segments(ctx);
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for (int i = 0; i < n_segments; ++i) {
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const char * text = whisper_full_get_segment_text(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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fout_srt << i + 1 << "\n";
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fout_srt << to_timestamp(t0) << " --> " << to_timestamp(t1) << "\n";
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fout_srt << text << "\n\n";
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}
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}
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}
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}
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whisper_print_timings(ctx);
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whisper_free(ctx);
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return 0;
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}
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