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transcriber.cpp
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194 lines (179 loc) · 6.08 KB
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#include <iostream>
#include <string>
#include <vector>
#include "moonshine-cpp.h"
namespace {
class AudioProducer {
public:
AudioProducer(std::string wav_path, float chunk_duration_seconds = 0.0214f)
: current_index_(0) {
loadWavData(wav_path);
chunk_size_ = static_cast<size_t>(chunk_duration_seconds * sample_rate_);
}
bool getNextAudio(std::vector<float> &out_audio_data) {
if (current_index_ >= audio_data_.size()) {
return false;
}
size_t end_index =
std::min(current_index_ + chunk_size_, audio_data_.size());
out_audio_data.resize(end_index - current_index_);
out_audio_data.assign(audio_data_.begin() + current_index_,
audio_data_.begin() + end_index);
current_index_ = end_index;
return true;
}
int32_t sample_rate() const { return sample_rate_; }
void loadWavData(std::string wav_path);
private:
size_t chunk_size_;
int32_t sample_rate_;
size_t current_index_;
std::vector<float> audio_data_;
};
class PrintLinesListener : public moonshine::TranscriptEventListener {
public:
void onLineStarted(const moonshine::LineStarted &event) override {
std::cout << "Line started: " << event.line.text << std::endl;
}
void onLineTextChanged(const moonshine::LineTextChanged &event) override {
std::cout << "Line text changed: " << event.line.text << std::endl;
}
void onLineCompleted(const moonshine::LineCompleted &event) override {
std::cout << "Line completed: " << event.line.text << std::endl;
}
};
} // namespace
int main(int argc, char *argv[]) {
std::string model_path = "../../test-assets/tiny-en";
moonshine::ModelArch model_arch = moonshine::ModelArch::TINY;
std::string wav_path = "../../test-assets/two_cities.wav";
float transcription_interval_seconds = 0.481f;
for (int i = 1; i < argc; ++i) {
std::string arg = argv[i];
if (arg == "-m" || arg == "--model-path") {
model_path = argv[++i];
} else if (arg == "-a" || arg == "--model-arch") {
model_arch = static_cast<moonshine::ModelArch>(std::stoi(argv[++i]));
} else if (arg == "-w" || arg == "--wav-path") {
wav_path = argv[++i];
} else if (arg == "-t" || arg == "--transcription-interval") {
transcription_interval_seconds = std::stof(argv[++i]);
} else {
std::cerr << "Unknown argument: " << arg << std::endl;
return 1;
}
}
AudioProducer audio_producer(wav_path);
moonshine::Transcriber transcriber(model_path, model_arch);
PrintLinesListener listener;
transcriber.addListener(&listener);
transcriber.start();
std::vector<float> chunk_audio_data;
const int32_t samples_between_transcriptions = static_cast<int32_t>(
transcription_interval_seconds * audio_producer.sample_rate());
int32_t samples_since_last_transcription = 0;
while (audio_producer.getNextAudio(chunk_audio_data)) {
transcriber.addAudio(chunk_audio_data, audio_producer.sample_rate());
samples_since_last_transcription += chunk_audio_data.size();
if (samples_since_last_transcription < samples_between_transcriptions) {
continue;
}
samples_since_last_transcription = 0;
transcriber.updateTranscription();
}
transcriber.stop();
return 0;
}
void AudioProducer::loadWavData(std::string wav_path) {
audio_data_.clear();
sample_rate_ = 0;
// Open the file in binary mode
FILE *file = std::fopen(wav_path.c_str(), "rb");
if (!file) {
std::perror("Failed to open WAV file");
return;
}
// Read the RIFF header
char riff_header[4];
if (std::fread(riff_header, 1, 4, file) != 4 ||
std::strncmp(riff_header, "RIFF", 4) != 0) {
std::fclose(file);
throw std::runtime_error("Not a RIFF file");
}
// Skip chunk size and check WAVE
std::fseek(file, 4, SEEK_CUR);
char wave_header[4];
if (std::fread(wave_header, 1, 4, file) != 4 ||
std::strncmp(wave_header, "WAVE", 4) != 0) {
std::fclose(file);
throw std::runtime_error("Not a WAVE file");
}
// Find the "fmt " chunk
char chunk_id[4];
uint32_t chunk_size = 0;
bool found_fmt = false;
while (std::fread(chunk_id, 1, 4, file) == 4) {
if (std::fread(&chunk_size, 4, 1, file) != 1) break;
if (std::strncmp(chunk_id, "fmt ", 4) == 0) {
found_fmt = true;
break;
}
std::fseek(file, chunk_size, SEEK_CUR);
}
if (!found_fmt) {
std::fclose(file);
throw std::runtime_error("No fmt chunk found");
}
// Read fmt chunk
uint16_t audio_format = 0, num_channels = 0, bits_per_sample = 0;
uint32_t sample_rate = 0, byte_rate = 0;
uint16_t block_align = 0;
if (chunk_size < 16) {
std::fclose(file);
throw std::runtime_error("fmt chunk too small");
}
std::fread(&audio_format, sizeof(uint16_t), 1, file);
std::fread(&num_channels, sizeof(uint16_t), 1, file);
std::fread(&sample_rate, sizeof(uint32_t), 1, file);
std::fread(&byte_rate, sizeof(uint32_t), 1, file);
std::fread(&block_align, sizeof(uint16_t), 1, file);
std::fread(&bits_per_sample, sizeof(uint16_t), 1, file);
// Skip any extra fmt bytes
if (chunk_size > 16) std::fseek(file, chunk_size - 16, SEEK_CUR);
if (audio_format != 1 || bits_per_sample != 16) {
std::fclose(file);
throw std::runtime_error("Only 16-bit PCM WAV files are supported");
}
// Find the "data" chunk
bool found_data = false;
while (std::fread(chunk_id, 1, 4, file) == 4) {
if (std::fread(&chunk_size, 4, 1, file) != 1) break;
if (std::strncmp(chunk_id, "data", 4) == 0) {
found_data = true;
break;
}
std::fseek(file, chunk_size, SEEK_CUR);
}
if (!found_data) {
std::fclose(file);
throw std::runtime_error("No data chunk found");
}
// Read PCM data
size_t num_samples = chunk_size / (bits_per_sample / 8);
if (num_samples == 0) {
std::fclose(file);
throw std::runtime_error("No samples found");
}
audio_data_.resize(num_samples);
for (size_t i = 0; i < num_samples; ++i) {
int16_t sample = 0;
if (std::fread(&sample, sizeof(int16_t), 1, file) != 1) {
num_samples = i;
break;
}
audio_data_[i] = static_cast<float>(sample) / 32768.0f;
}
std::fclose(file);
sample_rate_ = sample_rate;
return;
}