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extern "C" { | |
VALUE mWhisper; | |
VALUE cContext; | |
VALUE cParams; | |
static void ruby_whisper_free(ruby_whisper *rw) { | |
if (rw->context) { | |
whisper_free(rw->context); | |
rw->context = NULL; | |
} | |
} | |
static void ruby_whisper_params_free(ruby_whisper_params *rwp) { | |
} | |
void rb_whisper_mark(ruby_whisper *rw) { | |
// call rb_gc_mark on any ruby references in rw | |
} | |
void rb_whisper_free(ruby_whisper *rw) { | |
ruby_whisper_free(rw); | |
free(rw); | |
} | |
void rb_whisper_params_mark(ruby_whisper_params *rwp) { | |
} | |
void rb_whisper_params_free(ruby_whisper_params *rwp) { | |
ruby_whisper_params_free(rwp); | |
free(rwp); | |
} | |
static VALUE ruby_whisper_allocate(VALUE klass) { | |
ruby_whisper *rw; | |
rw = ALLOC(ruby_whisper); | |
rw->context = NULL; | |
return Data_Wrap_Struct(klass, rb_whisper_mark, rb_whisper_free, rw); | |
} | |
static VALUE ruby_whisper_params_allocate(VALUE klass) { | |
ruby_whisper_params *rwp; | |
rwp = ALLOC(ruby_whisper_params); | |
rwp->params = whisper_full_default_params(WHISPER_SAMPLING_GREEDY); | |
return Data_Wrap_Struct(klass, rb_whisper_params_mark, rb_whisper_params_free, rwp); | |
} | |
static VALUE ruby_whisper_initialize(int argc, VALUE *argv, VALUE self) { | |
ruby_whisper *rw; | |
VALUE whisper_model_file_path; | |
// TODO: we can support init from buffer here too maybe another ruby object to expose | |
rb_scan_args(argc, argv, "01", &whisper_model_file_path); | |
Data_Get_Struct(self, ruby_whisper, rw); | |
if (!rb_respond_to(whisper_model_file_path, rb_intern("to_s"))) { | |
rb_raise(rb_eRuntimeError, "Expected file path to model to initialize Whisper::Context"); | |
} | |
rw->context = whisper_init_from_file_with_params(StringValueCStr(whisper_model_file_path), whisper_context_default_params()); | |
if (rw->context == nullptr) { | |
rb_raise(rb_eRuntimeError, "error: failed to initialize whisper context"); | |
} | |
return self; | |
} | |
/* | |
* transcribe a single file | |
* can emit to a block results | |
* | |
**/ | |
static VALUE ruby_whisper_transcribe(int argc, VALUE *argv, VALUE self) { | |
ruby_whisper *rw; | |
ruby_whisper_params *rwp; | |
VALUE wave_file_path, blk, params; | |
rb_scan_args(argc, argv, "02&", &wave_file_path, ¶ms, &blk); | |
Data_Get_Struct(self, ruby_whisper, rw); | |
Data_Get_Struct(params, ruby_whisper_params, rwp); | |
if (!rb_respond_to(wave_file_path, rb_intern("to_s"))) { | |
rb_raise(rb_eRuntimeError, "Expected file path to wave file"); | |
} | |
std::string fname_inp = StringValueCStr(wave_file_path); | |
std::vector<float> pcmf32; // mono-channel F32 PCM | |
std::vector<std::vector<float>> pcmf32s; // stereo-channel F32 PCM | |
// WAV input - this is directly from main.cpp example | |
{ | |
drwav wav; | |
std::vector<uint8_t> wav_data; // used for pipe input from stdin | |
if (fname_inp == "-") { | |
{ | |
uint8_t buf[1024]; | |
while (true) { | |
const size_t n = fread(buf, 1, sizeof(buf), stdin); | |
if (n == 0) { | |
break; | |
} | |
wav_data.insert(wav_data.end(), buf, buf + n); | |
} | |
} | |
if (drwav_init_memory(&wav, wav_data.data(), wav_data.size(), nullptr) == false) { | |
fprintf(stderr, "error: failed to open WAV file from stdin\n"); | |
return self; | |
} | |
fprintf(stderr, "%s: read %zu bytes from stdin\n", __func__, wav_data.size()); | |
} else if (drwav_init_file(&wav, fname_inp.c_str(), nullptr) == false) { | |
fprintf(stderr, "error: failed to open '%s' as WAV file\n", fname_inp.c_str()); | |
return self; | |
} | |
if (wav.channels != 1 && wav.channels != 2) { | |
fprintf(stderr, "WAV file '%s' must be mono or stereo\n", fname_inp.c_str()); | |
return self; | |
} | |
if (rwp->diarize && wav.channels != 2 && rwp->params.print_timestamps == false) { | |
fprintf(stderr, "WAV file '%s' must be stereo for diarization and timestamps have to be enabled\n", fname_inp.c_str()); | |
return self; | |
} | |
if (wav.sampleRate != WHISPER_SAMPLE_RATE) { | |
fprintf(stderr, "WAV file '%s' must be %i kHz\n", fname_inp.c_str(), WHISPER_SAMPLE_RATE/1000); | |
return self; | |
} | |
if (wav.bitsPerSample != 16) { | |
fprintf(stderr, "WAV file '%s' must be 16-bit\n", fname_inp.c_str()); | |
return self; | |
} | |
const uint64_t n = wav_data.empty() ? wav.totalPCMFrameCount : wav_data.size()/(wav.channels*wav.bitsPerSample/8); | |
std::vector<int16_t> pcm16; | |
pcm16.resize(n*wav.channels); | |
drwav_read_pcm_frames_s16(&wav, n, pcm16.data()); | |
drwav_uninit(&wav); | |
// convert to mono, float | |
pcmf32.resize(n); | |
if (wav.channels == 1) { | |
for (uint64_t i = 0; i < n; i++) { | |
pcmf32[i] = float(pcm16[i])/32768.0f; | |
} | |
} else { | |
for (uint64_t i = 0; i < n; i++) { | |
pcmf32[i] = float(pcm16[2*i] + pcm16[2*i + 1])/65536.0f; | |
} | |
} | |
if (rwp->diarize) { | |
// convert to stereo, float | |
pcmf32s.resize(2); | |
pcmf32s[0].resize(n); | |
pcmf32s[1].resize(n); | |
for (uint64_t i = 0; i < n; i++) { | |
pcmf32s[0][i] = float(pcm16[2*i])/32768.0f; | |
pcmf32s[1][i] = float(pcm16[2*i + 1])/32768.0f; | |
} | |
} | |
} | |
{ | |
static bool is_aborted = false; // NOTE: this should be atomic to avoid data race | |
rwp->params.encoder_begin_callback = [](struct whisper_context * /*ctx*/, struct whisper_state * /*state*/, void * user_data) { | |
bool is_aborted = *(bool*)user_data; | |
return !is_aborted; | |
}; | |
rwp->params.encoder_begin_callback_user_data = &is_aborted; | |
} | |
if (whisper_full_parallel(rw->context, rwp->params, pcmf32.data(), pcmf32.size(), 1) != 0) { | |
fprintf(stderr, "failed to process audio\n"); | |
return self; | |
} | |
const int n_segments = whisper_full_n_segments(rw->context); | |
VALUE output = rb_str_new2(""); | |
for (int i = 0; i < n_segments; ++i) { | |
const char * text = whisper_full_get_segment_text(rw->context, i); | |
output = rb_str_concat(output, rb_str_new2(text)); | |
} | |
VALUE idCall = rb_intern("call"); | |
if (blk != Qnil) { | |
rb_funcall(blk, idCall, 1, output); | |
} | |
return self; | |
} | |
/* | |
* params.language = "auto" | "en", etc... | |
*/ | |
static VALUE ruby_whisper_params_set_language(VALUE self, VALUE value) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
if (value == Qfalse || value == Qnil) { | |
rwp->params.language = "auto"; | |
} else { | |
rwp->params.language = StringValueCStr(value); | |
} | |
return value; | |
} | |
static VALUE ruby_whisper_params_get_language(VALUE self) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
if (rwp->params.language) { | |
return rb_str_new2(rwp->params.language); | |
} else { | |
return rb_str_new2("auto"); | |
} | |
} | |
static VALUE ruby_whisper_params_set_translate(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, translate, value) | |
} | |
static VALUE ruby_whisper_params_get_translate(VALUE self) { | |
BOOL_PARAMS_GETTER(self, translate) | |
} | |
static VALUE ruby_whisper_params_set_no_context(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, no_context, value) | |
} | |
static VALUE ruby_whisper_params_get_no_context(VALUE self) { | |
BOOL_PARAMS_GETTER(self, no_context) | |
} | |
static VALUE ruby_whisper_params_set_single_segment(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, single_segment, value) | |
} | |
static VALUE ruby_whisper_params_get_single_segment(VALUE self) { | |
BOOL_PARAMS_GETTER(self, single_segment) | |
} | |
static VALUE ruby_whisper_params_set_print_special(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, print_special, value) | |
} | |
static VALUE ruby_whisper_params_get_print_special(VALUE self) { | |
BOOL_PARAMS_GETTER(self, print_special) | |
} | |
static VALUE ruby_whisper_params_set_print_progress(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, print_progress, value) | |
} | |
static VALUE ruby_whisper_params_get_print_progress(VALUE self) { | |
BOOL_PARAMS_GETTER(self, print_progress) | |
} | |
static VALUE ruby_whisper_params_set_print_realtime(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, print_realtime, value) | |
} | |
static VALUE ruby_whisper_params_get_print_realtime(VALUE self) { | |
BOOL_PARAMS_GETTER(self, print_realtime) | |
} | |
static VALUE ruby_whisper_params_set_print_timestamps(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, print_timestamps, value) | |
} | |
static VALUE ruby_whisper_params_get_print_timestamps(VALUE self) { | |
BOOL_PARAMS_GETTER(self, print_timestamps) | |
} | |
static VALUE ruby_whisper_params_set_suppress_blank(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, suppress_blank, value) | |
} | |
static VALUE ruby_whisper_params_get_suppress_blank(VALUE self) { | |
BOOL_PARAMS_GETTER(self, suppress_blank) | |
} | |
static VALUE ruby_whisper_params_set_suppress_non_speech_tokens(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, suppress_non_speech_tokens, value) | |
} | |
static VALUE ruby_whisper_params_get_suppress_non_speech_tokens(VALUE self) { | |
BOOL_PARAMS_GETTER(self, suppress_non_speech_tokens) | |
} | |
static VALUE ruby_whisper_params_get_token_timestamps(VALUE self) { | |
BOOL_PARAMS_GETTER(self, token_timestamps) | |
} | |
static VALUE ruby_whisper_params_set_token_timestamps(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, token_timestamps, value) | |
} | |
static VALUE ruby_whisper_params_get_split_on_word(VALUE self) { | |
BOOL_PARAMS_GETTER(self, split_on_word) | |
} | |
static VALUE ruby_whisper_params_set_split_on_word(VALUE self, VALUE value) { | |
BOOL_PARAMS_SETTER(self, split_on_word, value) | |
} | |
static VALUE ruby_whisper_params_get_diarize(VALUE self) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
if (rwp->diarize) { | |
return Qtrue; | |
} else { | |
return Qfalse; | |
} | |
} | |
static VALUE ruby_whisper_params_set_diarize(VALUE self, VALUE value) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
if (value == Qfalse || value == Qnil) { | |
rwp->diarize = false; | |
} else { | |
rwp->diarize = true; | |
} \ | |
return value; | |
} | |
static VALUE ruby_whisper_params_get_offset(VALUE self) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
return INT2NUM(rwp->params.offset_ms); | |
} | |
static VALUE ruby_whisper_params_set_offset(VALUE self, VALUE value) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
rwp->params.offset_ms = NUM2INT(value); | |
return value; | |
} | |
static VALUE ruby_whisper_params_get_duration(VALUE self) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
return INT2NUM(rwp->params.duration_ms); | |
} | |
static VALUE ruby_whisper_params_set_duration(VALUE self, VALUE value) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
rwp->params.duration_ms = NUM2INT(value); | |
return value; | |
} | |
static VALUE ruby_whisper_params_get_max_text_tokens(VALUE self) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
return INT2NUM(rwp->params.n_max_text_ctx); | |
} | |
static VALUE ruby_whisper_params_set_max_text_tokens(VALUE self, VALUE value) { | |
ruby_whisper_params *rwp; | |
Data_Get_Struct(self, ruby_whisper_params, rwp); | |
rwp->params.n_max_text_ctx = NUM2INT(value); | |
return value; | |
} | |
void Init_whisper() { | |
mWhisper = rb_define_module("Whisper"); | |
cContext = rb_define_class_under(mWhisper, "Context", rb_cObject); | |
cParams = rb_define_class_under(mWhisper, "Params", rb_cObject); | |
rb_define_alloc_func(cContext, ruby_whisper_allocate); | |
rb_define_method(cContext, "initialize", ruby_whisper_initialize, -1); | |
rb_define_method(cContext, "transcribe", ruby_whisper_transcribe, -1); | |
rb_define_alloc_func(cParams, ruby_whisper_params_allocate); | |
rb_define_method(cParams, "language=", ruby_whisper_params_set_language, 1); | |
rb_define_method(cParams, "language", ruby_whisper_params_get_language, 0); | |
rb_define_method(cParams, "translate=", ruby_whisper_params_set_translate, 1); | |
rb_define_method(cParams, "translate", ruby_whisper_params_get_translate, 0); | |
rb_define_method(cParams, "no_context=", ruby_whisper_params_set_no_context, 1); | |
rb_define_method(cParams, "no_context", ruby_whisper_params_get_no_context, 0); | |
rb_define_method(cParams, "single_segment=", ruby_whisper_params_set_single_segment, 1); | |
rb_define_method(cParams, "single_segment", ruby_whisper_params_get_single_segment, 0); | |
rb_define_method(cParams, "print_special", ruby_whisper_params_get_print_special, 0); | |
rb_define_method(cParams, "print_special=", ruby_whisper_params_set_print_special, 1); | |
rb_define_method(cParams, "print_progress", ruby_whisper_params_get_print_progress, 0); | |
rb_define_method(cParams, "print_progress=", ruby_whisper_params_set_print_progress, 1); | |
rb_define_method(cParams, "print_realtime", ruby_whisper_params_get_print_realtime, 0); | |
rb_define_method(cParams, "print_realtime=", ruby_whisper_params_set_print_realtime, 1); | |
rb_define_method(cParams, "print_timestamps", ruby_whisper_params_get_print_timestamps, 0); | |
rb_define_method(cParams, "print_timestamps=", ruby_whisper_params_set_print_timestamps, 1); | |
rb_define_method(cParams, "suppress_blank", ruby_whisper_params_get_suppress_blank, 0); | |
rb_define_method(cParams, "suppress_blank=", ruby_whisper_params_set_suppress_blank, 1); | |
rb_define_method(cParams, "suppress_non_speech_tokens", ruby_whisper_params_get_suppress_non_speech_tokens, 0); | |
rb_define_method(cParams, "suppress_non_speech_tokens=", ruby_whisper_params_set_suppress_non_speech_tokens, 1); | |
rb_define_method(cParams, "token_timestamps", ruby_whisper_params_get_token_timestamps, 0); | |
rb_define_method(cParams, "token_timestamps=", ruby_whisper_params_set_token_timestamps, 1); | |
rb_define_method(cParams, "split_on_word", ruby_whisper_params_get_split_on_word, 0); | |
rb_define_method(cParams, "split_on_word=", ruby_whisper_params_set_split_on_word, 1); | |
rb_define_method(cParams, "diarize", ruby_whisper_params_get_diarize, 0); | |
rb_define_method(cParams, "diarize=", ruby_whisper_params_set_diarize, 1); | |
rb_define_method(cParams, "offset", ruby_whisper_params_get_offset, 0); | |
rb_define_method(cParams, "offset=", ruby_whisper_params_set_offset, 1); | |
rb_define_method(cParams, "duration", ruby_whisper_params_get_duration, 0); | |
rb_define_method(cParams, "duration=", ruby_whisper_params_set_duration, 1); | |
rb_define_method(cParams, "max_text_tokens", ruby_whisper_params_get_max_text_tokens, 0); | |
rb_define_method(cParams, "max_text_tokens=", ruby_whisper_params_set_max_text_tokens, 1); | |
} | |
} | |