File size: 4,134 Bytes
0f07ba7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 | #include "gowhisper.h"
#include "ggml-backend.h"
#include "whisper.h"
#include <vector>
static struct whisper_vad_context *vctx;
static struct whisper_context *ctx;
static std::vector<float> flat_segs;
static void ggml_log_cb(enum ggml_log_level level, const char *log,
void *data) {
const char *level_str;
if (!log) {
return;
}
switch (level) {
case GGML_LOG_LEVEL_DEBUG:
level_str = "DEBUG";
break;
case GGML_LOG_LEVEL_INFO:
level_str = "INFO";
break;
case GGML_LOG_LEVEL_WARN:
level_str = "WARN";
break;
case GGML_LOG_LEVEL_ERROR:
level_str = "ERROR";
break;
default: /* Potential future-proofing */
level_str = "?????";
break;
}
fprintf(stderr, "[%-5s] ", level_str);
fputs(log, stderr);
fflush(stderr);
}
int load_model(const char *const model_path) {
whisper_log_set(ggml_log_cb, nullptr);
ggml_backend_load_all();
struct whisper_context_params cparams = whisper_context_default_params();
ctx = whisper_init_from_file_with_params(model_path, cparams);
if (ctx == nullptr) {
fprintf(stderr, "error: Also failed to init model as transcriber\n");
return 1;
}
return 0;
}
int load_model_vad(const char *const model_path) {
whisper_log_set(ggml_log_cb, nullptr);
ggml_backend_load_all();
struct whisper_vad_context_params vcparams =
whisper_vad_default_context_params();
// XXX: Overridden to false in upstream due to performance?
// vcparams.use_gpu = true;
vctx = whisper_vad_init_from_file_with_params(model_path, vcparams);
if (vctx == nullptr) {
fprintf(stderr, "error: Failed to init model as VAD\n");
return 1;
}
return 0;
}
int vad(float pcmf32[], size_t pcmf32_len, float **segs_out,
size_t *segs_out_len) {
if (!whisper_vad_detect_speech(vctx, pcmf32, pcmf32_len)) {
fprintf(stderr, "error: failed to detect speech\n");
return 1;
}
struct whisper_vad_params params = whisper_vad_default_params();
struct whisper_vad_segments *segs =
whisper_vad_segments_from_probs(vctx, params);
size_t segn = whisper_vad_segments_n_segments(segs);
// fprintf(stderr, "Got segments %zd\n", segn);
flat_segs.clear();
for (int i = 0; i < segn; i++) {
flat_segs.push_back(whisper_vad_segments_get_segment_t0(segs, i));
flat_segs.push_back(whisper_vad_segments_get_segment_t1(segs, i));
}
// fprintf(stderr, "setting out variables: %p=%p -> %p, %p=%zx -> %zx\n",
// segs_out, *segs_out, flat_segs.data(), segs_out_len, *segs_out_len,
// flat_segs.size());
*segs_out = flat_segs.data();
*segs_out_len = flat_segs.size();
// fprintf(stderr, "freeing segs\n");
whisper_vad_free_segments(segs);
// fprintf(stderr, "returning\n");
return 0;
}
int transcribe(uint32_t threads, char *lang, bool translate, bool tdrz,
float pcmf32[], size_t pcmf32_len, size_t *segs_out_len, char *prompt) {
whisper_full_params wparams =
whisper_full_default_params(WHISPER_SAMPLING_GREEDY);
wparams.n_threads = threads;
if (*lang != '\0')
wparams.language = lang;
else {
wparams.language = nullptr;
}
wparams.translate = translate;
wparams.debug_mode = true;
wparams.print_progress = true;
wparams.tdrz_enable = tdrz;
wparams.initial_prompt = prompt;
fprintf(stderr, "info: Enable tdrz: %d\n", tdrz);
fprintf(stderr, "info: Initial prompt: \"%s\"\n", prompt);
if (whisper_full(ctx, wparams, pcmf32, pcmf32_len)) {
fprintf(stderr, "error: transcription failed\n");
return 1;
}
*segs_out_len = whisper_full_n_segments(ctx);
return 0;
}
const char *get_segment_text(int i) {
return whisper_full_get_segment_text(ctx, i);
}
int64_t get_segment_t0(int i) { return whisper_full_get_segment_t0(ctx, i); }
int64_t get_segment_t1(int i) { return whisper_full_get_segment_t1(ctx, i); }
int n_tokens(int i) { return whisper_full_n_tokens(ctx, i); }
int32_t get_token_id(int i, int j) {
return whisper_full_get_token_id(ctx, i, j);
}
bool get_segment_speaker_turn_next(int i) {
return whisper_full_get_segment_speaker_turn_next(ctx, i);
}
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