jeka
/
utun2
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
1934 Commits
15 Branches
2 Tags
185 MiB
 
 
 
 
 
 
Tree: a97e8bcc1f
Branches Tags
${ item.name }
Create tag ${ searchTerm }
Create branch ${ searchTerm }
from 'a97e8bcc1f'
${ noResults }
utun2/tests/test_silero_vad.c

338 lines
15 KiB
Raw Blame History

/* Тест Silero VAD-обёртки (lib/silero_vad) поверх ONNX Runtime.
*
* Проверяет:
* - загрузку модели и жизненный цикл (create/destroy/reset);
* - обработку ошибок (пустой/несуществующий путь, NULL-аргументы);
* - что на тишине вероятность речи близка к нулю (реальный инференс, не мусор);
* - что путь pcm16 даёт тот же результат, что и float (конвертация /32768);
* - что вероятность всегда лежит в [0;1].
* - что речь запускает авто-PTT, тишина останавливает, reset воспроизводит тот же поток.
*
* Модель ищется в argv[1], по умолчанию "../lib/silero_vad.onnx" (запуск из tests/).
*/
#include <stdio.h>
#include <string.h>
#include <math.h>
#include "../lib/silero_vad.h"
#include "../lib/audio_compressor.h"
#include "../lib/debug_config.h"
#include "../src/radio/radio_vad.h"
#define PI 3.14159265358979323846
static int g_failures = 0;
#define CHECK(cond, ...) do { \
if (!(cond)) { \
printf(" FAIL: " __VA_ARGS__); printf("\n"); \
g_failures++; \
} \
} while (0)
/* Детерминированный «гласный»: модулированный гармонический комплекс (f0 ~120 Гц). */
static void gen_vowel(float* out, int n, int offset) {
int i;
for (i = 0; i < n; i++) {
double t = (double)(offset + i) / 16000.0;
double f0 = 120.0 + 20.0 * sin(2.0 * PI * 3.0 * t);
double env = 0.5 + 0.5 * sin(2.0 * PI * 2.0 * t);
double s = sin(2.0 * PI * f0 * t)
+ 0.5 * sin(2.0 * PI * 2.0 * f0 * t)
+ 0.3 * sin(2.0 * PI * 3.0 * f0 * t)
+ 0.2 * sin(2.0 * PI * 4.0 * f0 * t);
out[i] = (float)(s * env * 0.25);
}
}
static int test_lifecycle_and_errors(const char* model_path) {
silero_vad_t* vad;
printf("[silero_vad] lifecycle + error paths\n");
vad = silero_vad_create(NULL);
CHECK(vad == NULL, "create(NULL) should fail");
if (vad) silero_vad_destroy(vad);
vad = silero_vad_create("");
CHECK(vad == NULL, "create(\"\") should fail");
vad = silero_vad_create("/nonexistent/silero_vad.onnx");
CHECK(vad == NULL, "create(bad path) should fail");
vad = silero_vad_create(model_path);
CHECK(vad != NULL, "create(%s) should succeed", model_path);
if (!vad) return 1;
silero_vad_reset(vad);
silero_vad_reset(vad); /* повторный reset безопасен */
silero_vad_destroy(vad);
silero_vad_destroy(NULL); /* destroy(NULL) безопасен */
return 0;
}
static int test_silence(const char* model_path) {
silero_vad_t* vad;
float zeros[SILERO_VAD_WINDOW_SAMPLES];
float prob = -1.0f;
float max_prob = 0.0f;
int i, rc;
printf("[silero_vad] silence -> prob ~ 0\n");
memset(zeros, 0, sizeof(zeros));
vad = silero_vad_create(model_path);
CHECK(vad != NULL, "create failed");
if (!vad) return 1;
for (i = 0; i < 32; i++) {
rc = silero_vad_process(vad, zeros, &prob);
CHECK(rc == 0, "process(%d) rc=%d", i, rc);
CHECK(prob >= 0.0f && prob <= 1.0f, "prob out of range: %f", prob);
if (prob > max_prob) max_prob = prob;
}
printf(" silence max_prob=%.4f\n", max_prob);
CHECK(max_prob < 0.2f, "silence probability too high: %f", max_prob);
silero_vad_destroy(vad);
return 0;
}
static int test_pcm16_matches_float(const char* model_path) {
silero_vad_t* vad;
int16_t pcm[SILERO_VAD_WINDOW_SAMPLES];
float samples[SILERO_VAD_WINDOW_SAMPLES];
float prob_f = -1.0f, prob_i = -1.0f;
int rc;
printf("[silero_vad] pcm16 path == float path\n");
vad = silero_vad_create(model_path);
CHECK(vad != NULL, "create failed");
if (!vad) return 1;
gen_vowel(samples, SILERO_VAD_WINDOW_SAMPLES, 0);
for (int i = 0; i < SILERO_VAD_WINDOW_SAMPLES; i++) {
pcm[i] = (int16_t)(samples[i] * 32768.0f);
samples[i] = (float)pcm[i] / 32768.0f; /* Сравниваем один сигнал после квантования. */
}
rc = silero_vad_process(vad, samples, &prob_f);
CHECK(rc == 0, "process(float) rc=%d", rc);
silero_vad_reset(vad); /* одинаковое состояние перед вторым прогоном */
rc = silero_vad_process_pcm16(vad, pcm, &prob_i);
CHECK(rc == 0, "process_pcm16 rc=%d", rc);
printf(" float prob=%.5f pcm16 prob=%.5f\n", prob_f, prob_i);
CHECK(fabsf(prob_f - prob_i) < 1e-4f, "pcm16 != float: %f vs %f", prob_i, prob_f);
silero_vad_destroy(vad);
return 0;
}
static int test_default_model(void) {
silero_vad_t* vad;
float zeros[SILERO_VAD_WINDOW_SAMPLES];
float prob = -1.0f;
int rc;
printf("[silero_vad] create_default (embedded model)\n");
memset(zeros, 0, sizeof(zeros));
vad = silero_vad_create_default();
CHECK(vad != NULL, "create_default failed");
if (!vad) return 1;
rc = silero_vad_process(vad, zeros, &prob);
CHECK(rc == 0, "process rc=%d", rc);
CHECK(prob >= 0.0f && prob <= 1.0f, "prob out of range: %f", prob);
CHECK(prob < 0.2f, "silence prob too high: %f", prob);
printf(" embedded silence prob=%.4f\n", prob);
silero_vad_destroy(vad);
return 0;
}
static int test_null_args(const char* model_path) {
silero_vad_t* vad;
float samples[SILERO_VAD_WINDOW_SAMPLES];
float prob;
printf("[silero_vad] NULL-arg guards\n");
memset(samples, 0, sizeof(samples));
vad = silero_vad_create(model_path);
CHECK(vad != NULL, "create failed");
if (!vad) return 1;
CHECK(silero_vad_process(NULL, samples, &prob) != 0, "process(NULL vad) should fail");
CHECK(silero_vad_process(vad, NULL, &prob) != 0, "process(NULL samples) should fail");
CHECK(silero_vad_process(vad, samples, NULL) != 0, "process(NULL prob) should fail");
CHECK(silero_vad_process_pcm16(vad, NULL, &prob) != 0, "process_pcm16(NULL) should fail");
silero_vad_destroy(vad);
return 0;
}
/* Речевая запись обязательна: тесты на тишине не замечают неверный вход модели. */
static void test_speech(const char* model_path) {
enum { SPEECH_WINDOWS = 32, SILENCE_WINDOWS = 64 };
uint8_t bytes[SPEECH_WINDOWS * SILERO_VAD_WINDOW_SAMPLES * 2];
float reference[SPEECH_WINDOWS];
int16_t pcm[SILERO_VAD_WINDOW_SAMPLES];
float silence[SILERO_VAD_WINDOW_SAMPLES] = {0};
printf("[silero_vad] speech -> auto-PTT -> silence -> reset (%s)\n", model_path ? "file" : "embedded");
FILE* file = fopen(TEST_SILERO_SPEECH_PATH, "rb");
CHECK(file != NULL, "cannot open speech fixture: %s", TEST_SILERO_SPEECH_PATH);
if (!file) return;
size_t size = fread(bytes, 1, sizeof(bytes), file);
int extra = fgetc(file);
fclose(file);
CHECK(size == sizeof(bytes) && extra == EOF, "invalid speech fixture size: %zu", size);
if (size != sizeof(bytes) || extra != EOF) return;
silero_vad_t* vad = model_path ? silero_vad_create(model_path) : silero_vad_create_default();
CHECK(vad != NULL, "speech detector create failed");
if (!vad) return;
for (int pass = 0; pass < 2; pass++) {
silero_vad_reset(vad);
struct radio_vad_fsm fsm;
radio_vad_fsm_reset(&fsm);
uint64_t now = 1;
float max_prob = 0;
int starts = 0, stops = 0;
for (int window = 0; window < SPEECH_WINDOWS + SILENCE_WINDOWS; window++) {
float probability = -1;
int rc;
if (window < SPEECH_WINDOWS) {
for (int i = 0; i < SILERO_VAD_WINDOW_SAMPLES; i++) {
size_t offset = ((size_t)window * SILERO_VAD_WINDOW_SAMPLES + i) * 2;
int value = bytes[offset] | ((int)bytes[offset + 1] << 8);
pcm[i] = (int16_t)(value >= 32768 ? value - 65536 : value);
}
rc = silero_vad_process_pcm16(vad, pcm, &probability);
} else rc = silero_vad_process(vad, silence, &probability);
CHECK(rc == 0, "speech process pass=%d window=%d rc=%d", pass, window, rc);
if (rc != 0) { silero_vad_destroy(vad); return; }
CHECK(probability >= 0 && probability <= 1, "speech probability out of range: %f", probability);
if (window < SPEECH_WINDOWS) {
if (!pass) reference[window] = probability;
else CHECK(fabsf(reference[window] - probability) < 1e-5f, "reset changed speech window=%d", window);
if (probability > max_prob) max_prob = probability;
}
now += 320;
int transition = radio_vad_fsm_update(&fsm, probability, 0.5f, 2, 2000, 0, now);
if (transition == 1 && window < SPEECH_WINDOWS) starts++;
if (transition == -1 && window >= SPEECH_WINDOWS) stops++;
}
printf(" pass=%d speech max_prob=%.5f starts=%d silence_stops=%d talking=%d\n", pass, max_prob, starts, stops, fsm.talking);
CHECK(max_prob > 0.8f && starts > 0, "speech did not activate auto-PTT");
CHECK(stops > 0 && !fsm.talking, "silence did not stop auto-PTT");
}
silero_vad_destroy(vad);
}
/* Реальная цепочка 48кГц/20мс AGC → mono 16кГц/512 → Silero → авто-PTT; фон не должен включать передачу. */
static void test_compressed_speech(float amplitude, int max_gain_db) {
enum { SPEECH_SAMPLES = 16384, BLOCKS = 200, NOISE_FRAMES = 48000 };
uint8_t bytes[SPEECH_SAMPLES * 2];
FILE* file = fopen(TEST_SILERO_SPEECH_PATH, "rb");
CHECK(file != NULL, "cannot open compressor speech fixture");
if (!file) return;
size_t size = fread(bytes, 1, sizeof(bytes), file);
fclose(file);
CHECK(size == sizeof(bytes), "invalid compressor speech fixture size=%zu", size);
if (size != sizeof(bytes)) return;
struct audio_compressor* ac = audio_compressor_create();
silero_vad_t* vad = silero_vad_create_default();
CHECK(ac && vad, "compressed speech create failed");
if (!ac || !vad) { audio_compressor_destroy(ac); silero_vad_destroy(vad); return; }
audio_compressor_config_t cfg = {0};
cfg.sample_rate = 48000; cfg.channels = 1; cfg.block_duration_ms = 20;
cfg.lookback_ms = 200; cfg.max_gain_db = max_gain_db; cfg.rise_rate_per_sec = 2; cfg.target_level = 0.25f;
int rc = audio_compressor_configure(ac, &cfg);
CHECK(rc == 0, "compressed speech configure failed");
if (rc != 0) { audio_compressor_destroy(ac); silero_vad_destroy(vad); return; }
float reference[BLOCKS], window[SILERO_VAD_WINDOW_SAMPLES];
int16_t pcm[960];
printf("[silero_vad] independent AGC speech amplitude=%.3f max_gain=%ddB + low noise\n", amplitude, max_gain_db);
for (int pass = 0; pass < 2; ++pass) {
audio_compressor_reset(ac); silero_vad_reset(vad);
struct radio_vad_fsm fsm;
radio_vad_fsm_reset(&fsm);
uint32_t noise = 1;
float peak = 0, noise_peak = 0;
int window_len = 0, window_idx = 0, starts = 0, stops = 0;
for (int block = 0; block < BLOCKS; ++block) {
for (int i = 0; i < 960; ++i) {
int offset = block * 960 + i - NOISE_FRAMES;
noise = noise * 1664525u + 1013904223u;
int sample = (int)(noise >> 27) - 16;
if (offset >= 0 && offset < SPEECH_SAMPLES * 3) {
int index = offset / 3 * 2;
int value = bytes[index] | ((int)bytes[index + 1] << 8);
sample += (int)((value >= 32768 ? value - 65536 : value) * amplitude);
}
if (sample > 32767) sample = 32767;
if (sample < -32768) sample = -32768;
pcm[i] = (int16_t)sample;
}
rc = audio_compressor_process_frame(ac, pcm, pcm, 960);
CHECK(rc == 0, "compressed speech frame failed block=%d", block);
for (int i = 0; i < 960; i += 3) {
window[window_len++] = ((float)pcm[i] + pcm[i + 1] + pcm[i + 2]) / (3.0f * 32768.0f);
if (window_len != SILERO_VAD_WINDOW_SAMPLES) continue;
float probability = -1;
rc = silero_vad_process(vad, window, &probability);
CHECK(rc == 0 && probability >= 0 && probability <= 1, "compressed speech process failed window=%d", window_idx);
if (!pass) reference[window_idx] = probability;
else CHECK(fabsf(reference[window_idx] - probability) < 1e-5f, "compressed reset changed window=%d", window_idx);
int end_frame = block * 960 + i + 3;
int speech = end_frame > NOISE_FRAMES && end_frame <= NOISE_FRAMES + SPEECH_SAMPLES * 3;
if (speech && probability > peak) peak = probability;
if (end_frame <= NOISE_FRAMES && probability > noise_peak) noise_peak = probability;
int transition = radio_vad_fsm_update(&fsm, probability, 0.5f, 2, 2000, 0, (uint64_t)(window_idx + 1) * 320);
if (transition > 0) starts++;
if (transition < 0) stops++;
window_len = 0; ++window_idx;
}
}
printf(" pass=%d speech_peak=%.5f noise_peak=%.5f starts=%d stops=%d gain=%.1fdB clips=%u\n", pass,
peak, noise_peak, starts, stops, audio_compressor_gain_db(ac), audio_compressor_clip_count(ac));
CHECK(noise_peak < 0.5f, "background triggered compressed VAD");
CHECK(peak > 0.8f && starts > 0, "compressed speech did not activate auto-PTT");
CHECK(stops > 0 && !fsm.talking, "compressed background did not stop auto-PTT");
CHECK(audio_compressor_gain_db(ac) <= max_gain_db + 0.001f, "compressor exceeded max gain");
}
audio_compressor_destroy(ac); silero_vad_destroy(vad);
}
int main(int argc, char** argv) {
const char* model_path = (argc > 1) ? argv[1] : "../lib/silero_vad.onnx";
debug_config_init();
debug_set_level(DEBUG_LEVEL_INFO);
debug_set_category_level(DEBUG_CATEGORY_VAD, DEBUG_LEVEL_INFO);
printf("Silero VAD test, model: %s\n", model_path);
test_lifecycle_and_errors(model_path);
test_silence(model_path);
test_pcm16_matches_float(model_path);
test_null_args(model_path);
test_default_model();
test_speech(model_path);
test_speech(NULL);
test_compressed_speech(1.0f, 15);
test_compressed_speech(0.03f, 15);
test_compressed_speech(0.03f, 30);
if (g_failures == 0) {
printf("TEST PASSED\n");
return 0;
}
printf("TEST FAILED (%d failures)\n", g_failures);
return 1;
}