From 94de39dde2e616a01683c518023d0fab72b4e103 Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期一, 19 二月 2024 22:21:50 +0800
Subject: [PATCH] aishell example
---
runtime/onnxruntime/src/audio.cpp | 312 ++++++++++++++++++++++++++++++---------------------
1 files changed, 182 insertions(+), 130 deletions(-)
diff --git a/runtime/onnxruntime/src/audio.cpp b/runtime/onnxruntime/src/audio.cpp
index ffec2c9..9b93dc8 100644
--- a/runtime/onnxruntime/src/audio.cpp
+++ b/runtime/onnxruntime/src/audio.cpp
@@ -133,6 +133,7 @@
};
~AudioWindow(){
free(window);
+ window = nullptr;
};
int put(int val)
{
@@ -160,8 +161,9 @@
len = end - start;
}
AudioFrame::~AudioFrame(){
- if(data != NULL){
+ if(data != nullptr){
free(data);
+ data = nullptr;
}
}
int AudioFrame::SetStart(int val)
@@ -195,38 +197,52 @@
Audio::Audio(int data_type) : dest_sample_rate(MODEL_SAMPLE_RATE), data_type(data_type)
{
- speech_buff = NULL;
- speech_data = NULL;
+ speech_buff = nullptr;
+ speech_data = nullptr;
align_size = 1360;
seg_sample = dest_sample_rate / 1000;
}
Audio::Audio(int model_sample_rate, int data_type) : dest_sample_rate(model_sample_rate), data_type(data_type)
{
- speech_buff = NULL;
- speech_data = NULL;
+ speech_buff = nullptr;
+ speech_data = nullptr;
align_size = 1360;
seg_sample = dest_sample_rate / 1000;
}
Audio::Audio(int model_sample_rate, int data_type, int size) : dest_sample_rate(model_sample_rate), data_type(data_type)
{
- speech_buff = NULL;
- speech_data = NULL;
+ speech_buff = nullptr;
+ speech_data = nullptr;
align_size = (float)size;
seg_sample = dest_sample_rate / 1000;
}
Audio::~Audio()
{
- if (speech_buff != NULL) {
+ if (speech_buff != nullptr) {
free(speech_buff);
+ speech_buff = nullptr;
}
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
- if (speech_char != NULL) {
+ if (speech_char != nullptr) {
free(speech_char);
+ speech_char = nullptr;
+ }
+ ClearQueue(frame_queue);
+ ClearQueue(asr_online_queue);
+ ClearQueue(asr_offline_queue);
+}
+
+void Audio::ClearQueue(std::queue<AudioFrame*>& q) {
+ while (!q.empty()) {
+ AudioFrame* frame = q.front();
+ delete frame;
+ q.pop();
}
}
@@ -243,9 +259,9 @@
void Audio::WavResample(int32_t sampling_rate, const float *waveform,
int32_t n)
{
- LOG(INFO) << "Creating a resampler:\n"
- << " in_sample_rate: "<< sampling_rate << "\n"
- << " output_sample_rate: " << static_cast<int32_t>(dest_sample_rate);
+ LOG(INFO) << "Creating a resampler: "
+ << " in_sample_rate: "<< sampling_rate
+ << " output_sample_rate: " << static_cast<int32_t>(dest_sample_rate);
float min_freq =
std::min<int32_t>(sampling_rate, dest_sample_rate);
float lowpass_cutoff = 0.99 * 0.5 * min_freq;
@@ -258,8 +274,9 @@
resampler->Resample(waveform, n, true, &samples);
//reset speech_data
speech_len = samples.size();
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
speech_data = (float*)malloc(sizeof(float) * speech_len);
memset(speech_data, 0, sizeof(float) * speech_len);
@@ -272,21 +289,21 @@
#else
// from file
AVFormatContext* formatContext = avformat_alloc_context();
- if (avformat_open_input(&formatContext, filename, NULL, NULL) != 0) {
+ if (avformat_open_input(&formatContext, filename, nullptr, nullptr) != 0) {
LOG(ERROR) << "Error: Could not open input file.";
avformat_close_input(&formatContext);
avformat_free_context(formatContext);
return false;
}
- if (avformat_find_stream_info(formatContext, NULL) < 0) {
+ if (avformat_find_stream_info(formatContext, nullptr) < 0) {
LOG(ERROR) << "Error: Could not open input file.";
avformat_close_input(&formatContext);
avformat_free_context(formatContext);
return false;
}
- const AVCodec* codec = NULL;
- AVCodecParameters* codecParameters = NULL;
+ const AVCodec* codec = nullptr;
+ AVCodecParameters* codecParameters = nullptr;
int audioStreamIndex = av_find_best_stream(formatContext, AVMEDIA_TYPE_AUDIO, -1, -1, &codec, 0);
if (audioStreamIndex >= 0) {
codecParameters = formatContext->streams[audioStreamIndex]->codecpar;
@@ -310,7 +327,7 @@
avcodec_free_context(&codecContext);
return false;
}
- if (avcodec_open2(codecContext, codec, NULL) < 0) {
+ if (avcodec_open2(codecContext, codec, nullptr) < 0) {
LOG(ERROR) << "Error: Could not open audio decoder.";
avformat_close_input(&formatContext);
avformat_free_context(formatContext);
@@ -389,14 +406,13 @@
av_packet_free(&packet);
av_frame_free(&frame);
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
- if (speech_buff != NULL) {
- free(speech_buff);
- }
- if (speech_char != NULL) {
+ if (speech_char != nullptr) {
free(speech_char);
+ speech_char = nullptr;
}
offset = 0;
@@ -407,30 +423,25 @@
}
speech_len = (resampled_buffers.size()) / 2;
- speech_buff = (int16_t*)malloc(sizeof(int16_t) * speech_len);
- if (speech_buff)
- {
- memset(speech_buff, 0, sizeof(int16_t) * speech_len);
- memcpy((void*)speech_buff, (const void*)resampled_buffers.data(), speech_len * sizeof(int16_t));
-
- speech_data = (float*)malloc(sizeof(float) * speech_len);
+ speech_data = (float*)malloc(sizeof(float) * speech_len);
+ if(speech_data){
memset(speech_data, 0, sizeof(float) * speech_len);
-
float scale = 1;
if (data_type == 1) {
- scale = 32768;
+ scale = 32768.0f;
}
- for (int32_t i = 0; i != speech_len; ++i) {
- speech_data[i] = (float)speech_buff[i] / scale;
+ for (int32_t i = 0; i < speech_len; ++i) {
+ int16_t val = (int16_t)((resampled_buffers[2 * i + 1] << 8) | resampled_buffers[2 * i]);
+ speech_data[i] = (float)val / scale;
}
-
AudioFrame* frame = new AudioFrame(speech_len);
frame_queue.push(frame);
return true;
- }
- else
+ }else{
return false;
+ }
+
#endif
}
@@ -451,9 +462,13 @@
nullptr, // write callback (not used here)
nullptr // seek callback (not used here)
);
+ if (!avio_ctx) {
+ av_free(buf_copy);
+ return false;
+ }
AVFormatContext* formatContext = avformat_alloc_context();
formatContext->pb = avio_ctx;
- if (avformat_open_input(&formatContext, "", NULL, NULL) != 0) {
+ if (avformat_open_input(&formatContext, "", nullptr, nullptr) != 0) {
LOG(ERROR) << "Error: Could not open input file.";
avio_context_free(&avio_ctx);
avformat_close_input(&formatContext);
@@ -461,15 +476,15 @@
return false;
}
- if (avformat_find_stream_info(formatContext, NULL) < 0) {
+ if (avformat_find_stream_info(formatContext, nullptr) < 0) {
LOG(ERROR) << "Error: Could not find stream information.";
avio_context_free(&avio_ctx);
avformat_close_input(&formatContext);
avformat_free_context(formatContext);
return false;
}
- const AVCodec* codec = NULL;
- AVCodecParameters* codecParameters = NULL;
+ const AVCodec* codec = nullptr;
+ AVCodecParameters* codecParameters = nullptr;
int audioStreamIndex = av_find_best_stream(formatContext, AVMEDIA_TYPE_AUDIO, -1, -1, &codec, 0);
if (audioStreamIndex >= 0) {
codecParameters = formatContext->streams[audioStreamIndex]->codecpar;
@@ -490,7 +505,7 @@
avcodec_free_context(&codecContext);
return false;
}
- if (avcodec_open2(codecContext, codec, NULL) < 0) {
+ if (avcodec_open2(codecContext, codec, nullptr) < 0) {
LOG(ERROR) << "Error: Could not open audio decoder.";
avio_context_free(&avio_ctx);
avformat_close_input(&formatContext);
@@ -565,7 +580,9 @@
av_packet_unref(packet);
}
- avio_context_free(&avio_ctx);
+ //avio_context_free(&avio_ctx);
+ av_freep(&avio_ctx ->buffer);
+ av_freep(&avio_ctx);
avformat_close_input(&formatContext);
avformat_free_context(formatContext);
avcodec_free_context(&codecContext);
@@ -573,39 +590,31 @@
av_packet_free(&packet);
av_frame_free(&frame);
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
- if (speech_buff != NULL) {
- free(speech_buff);
- }
- offset = 0;
speech_len = (resampled_buffers.size()) / 2;
- speech_buff = (int16_t*)malloc(sizeof(int16_t) * speech_len);
- if (speech_buff)
- {
- memset(speech_buff, 0, sizeof(int16_t) * speech_len);
- memcpy((void*)speech_buff, (const void*)resampled_buffers.data(), speech_len * sizeof(int16_t));
-
- speech_data = (float*)malloc(sizeof(float) * speech_len);
+ speech_data = (float*)malloc(sizeof(float) * speech_len);
+ if(speech_data){
memset(speech_data, 0, sizeof(float) * speech_len);
-
float scale = 1;
if (data_type == 1) {
- scale = 32768;
+ scale = 32768.0f;
}
- for (int32_t i = 0; i != speech_len; ++i) {
- speech_data[i] = (float)speech_buff[i] / scale;
+ for (int32_t i = 0; i < speech_len; ++i) {
+ int16_t val = (int16_t)((resampled_buffers[2 * i + 1] << 8) | resampled_buffers[2 * i]);
+ speech_data[i] = (float)val / scale;
}
-
AudioFrame* frame = new AudioFrame(speech_len);
frame_queue.push(frame);
return true;
- }
- else
+ }else{
return false;
+ }
+
#endif
}
@@ -613,11 +622,13 @@
bool Audio::LoadWav(const char *filename, int32_t* sampling_rate, bool resample)
{
WaveHeader header;
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
- if (speech_buff != NULL) {
+ if (speech_buff != nullptr) {
free(speech_buff);
+ speech_buff = nullptr;
}
offset = 0;
@@ -688,8 +699,9 @@
bool Audio::LoadWav2Char(const char *filename, int32_t* sampling_rate)
{
WaveHeader header;
- if (speech_char != NULL) {
+ if (speech_char != nullptr) {
free(speech_char);
+ speech_char = nullptr;
}
offset = 0;
std::ifstream is(filename, std::ifstream::binary);
@@ -727,13 +739,14 @@
bool Audio::LoadWav(const char* buf, int n_file_len, int32_t* sampling_rate)
{
WaveHeader header;
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
- if (speech_buff != NULL) {
+ if (speech_buff != nullptr) {
free(speech_buff);
+ speech_buff = nullptr;
}
- offset = 0;
std::memcpy(&header, buf, sizeof(header));
@@ -773,33 +786,24 @@
bool Audio::LoadPcmwav(const char* buf, int n_buf_len, int32_t* sampling_rate)
{
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
- if (speech_buff != NULL) {
- free(speech_buff);
- }
- offset = 0;
speech_len = n_buf_len / 2;
- speech_buff = (int16_t*)malloc(sizeof(int16_t) * speech_len);
- if (speech_buff)
- {
- memset(speech_buff, 0, sizeof(int16_t) * speech_len);
- memcpy((void*)speech_buff, (const void*)buf, speech_len * sizeof(int16_t));
-
- speech_data = (float*)malloc(sizeof(float) * speech_len);
- memset(speech_data, 0, sizeof(float) * speech_len);
-
+ speech_data = (float*)malloc(sizeof(float) * speech_len);
+ if(speech_data){
float scale = 1;
if (data_type == 1) {
- scale = 32768;
+ scale = 32768.0f;
+ }
+ const uint8_t* byte_buf = reinterpret_cast<const uint8_t*>(buf);
+ for (int32_t i = 0; i < speech_len; ++i) {
+ int16_t val = (int16_t)((byte_buf[2 * i + 1] << 8) | byte_buf[2 * i]);
+ speech_data[i] = (float)val / scale;
}
- for (int32_t i = 0; i != speech_len; ++i) {
- speech_data[i] = (float)speech_buff[i] / scale;
- }
-
//resample
if(*sampling_rate != dest_sample_rate){
WavResample(*sampling_rate, speech_data, speech_len);
@@ -807,44 +811,33 @@
AudioFrame* frame = new AudioFrame(speech_len);
frame_queue.push(frame);
+
return true;
-
- }
- else
+ }else{
return false;
+ }
}
bool Audio::LoadPcmwavOnline(const char* buf, int n_buf_len, int32_t* sampling_rate)
{
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
- }
- if (speech_buff != NULL) {
- free(speech_buff);
- }
- if (speech_char != NULL) {
- free(speech_char);
+ speech_data = nullptr;
}
speech_len = n_buf_len / 2;
- speech_buff = (int16_t*)malloc(sizeof(int16_t) * speech_len);
- if (speech_buff)
- {
- memset(speech_buff, 0, sizeof(int16_t) * speech_len);
- memcpy((void*)speech_buff, (const void*)buf, speech_len * sizeof(int16_t));
-
- speech_data = (float*)malloc(sizeof(float) * speech_len);
- memset(speech_data, 0, sizeof(float) * speech_len);
-
+ speech_data = (float*)malloc(sizeof(float) * speech_len);
+ if(speech_data){
float scale = 1;
if (data_type == 1) {
- scale = 32768;
+ scale = 32768.0f;
+ }
+ const uint8_t* byte_buf = reinterpret_cast<const uint8_t*>(buf);
+ for (int32_t i = 0; i < speech_len; ++i) {
+ int16_t val = (int16_t)((byte_buf[2 * i + 1] << 8) | byte_buf[2 * i]);
+ speech_data[i] = (float)val / scale;
}
- for (int32_t i = 0; i != speech_len; ++i) {
- speech_data[i] = (float)speech_buff[i] / scale;
- }
-
//resample
if(*sampling_rate != dest_sample_rate){
WavResample(*sampling_rate, speech_data, speech_len);
@@ -856,20 +849,22 @@
AudioFrame* frame = new AudioFrame(speech_len);
frame_queue.push(frame);
+
return true;
-
- }
- else
+ }else{
return false;
+ }
}
bool Audio::LoadPcmwav(const char* filename, int32_t* sampling_rate, bool resample)
{
- if (speech_data != NULL) {
+ if (speech_data != nullptr) {
free(speech_data);
+ speech_data = nullptr;
}
- if (speech_buff != NULL) {
+ if (speech_buff != nullptr) {
free(speech_buff);
+ speech_buff = nullptr;
}
offset = 0;
@@ -920,8 +915,9 @@
bool Audio::LoadPcmwav2Char(const char* filename, int32_t* sampling_rate)
{
- if (speech_char != NULL) {
+ if (speech_char != nullptr) {
free(speech_char);
+ speech_char = nullptr;
}
offset = 0;
@@ -947,8 +943,9 @@
bool Audio::LoadOthers2Char(const char* filename)
{
- if (speech_char != NULL) {
+ if (speech_char != nullptr) {
free(speech_char);
+ speech_char = nullptr;
}
FILE* fp;
@@ -1053,6 +1050,7 @@
new_data[tmp_off + i] = speech_data[ii];
}
free(speech_data);
+ speech_data = nullptr;
speech_data = new_data;
speech_len = num_new_samples;
@@ -1071,7 +1069,7 @@
frame_queue.pop();
int sp_len = frame->GetLen();
delete frame;
- frame = NULL;
+ frame = nullptr;
std::vector<float> pcm_data(speech_data, speech_data+sp_len);
vector<std::vector<int>> vad_segments = (offline_stream->vad_handle)->Infer(pcm_data);
@@ -1083,7 +1081,61 @@
frame->SetStart(start);
frame->SetEnd(end);
frame_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
+ }
+}
+
+void Audio::CutSplit(OfflineStream* offline_stream)
+{
+ std::unique_ptr<VadModel> vad_online_handle = make_unique<FsmnVadOnline>((FsmnVad*)(offline_stream->vad_handle).get());
+ AudioFrame *frame;
+
+ frame = frame_queue.front();
+ frame_queue.pop();
+ int sp_len = frame->GetLen();
+ delete frame;
+ frame = nullptr;
+
+ int step = dest_sample_rate*10;
+ bool is_final=false;
+ vector<std::vector<int>> vad_segments;
+ for (int sample_offset = 0; sample_offset < speech_len; sample_offset += std::min(step, speech_len - sample_offset)) {
+ if (sample_offset + step >= speech_len - 1) {
+ step = speech_len - sample_offset;
+ is_final = true;
+ } else {
+ is_final = false;
+ }
+ std::vector<float> pcm_data(speech_data+sample_offset, speech_data+sample_offset+step);
+ vector<std::vector<int>> cut_segments = vad_online_handle->Infer(pcm_data, is_final);
+ vad_segments.insert(vad_segments.end(), cut_segments.begin(), cut_segments.end());
+ }
+
+ int speech_start_i = -1, speech_end_i =-1;
+ for(vector<int> vad_segment:vad_segments)
+ {
+ if(vad_segment.size() != 2){
+ LOG(ERROR) << "Size of vad_segment is not 2.";
+ break;
+ }
+ if(vad_segment[0] != -1){
+ speech_start_i = vad_segment[0];
+ }
+ if(vad_segment[1] != -1){
+ speech_end_i = vad_segment[1];
+ }
+
+ if(speech_start_i!=-1 && speech_end_i!=-1){
+ frame = new AudioFrame();
+ int start = speech_start_i*seg_sample;
+ int end = speech_end_i*seg_sample;
+ frame->SetStart(start);
+ frame->SetEnd(end);
+ frame_queue.push(frame);
+ frame = nullptr;
+ speech_start_i=-1;
+ speech_end_i=-1;
+ }
}
}
@@ -1095,7 +1147,7 @@
frame_queue.pop();
int sp_len = frame->GetLen();
delete frame;
- frame = NULL;
+ frame = nullptr;
std::vector<float> pcm_data(speech_data, speech_data+sp_len);
vad_segments = vad_obj->Infer(pcm_data, input_finished);
@@ -1110,7 +1162,7 @@
frame_queue.pop();
int sp_len = frame->GetLen();
delete frame;
- frame = NULL;
+ frame = nullptr;
std::vector<float> pcm_data(speech_data, speech_data+sp_len);
vector<std::vector<int>> vad_segments = vad_obj->Infer(pcm_data, input_finished);
@@ -1131,7 +1183,7 @@
frame->data = (float*)malloc(sizeof(float) * step);
memcpy(frame->data, all_samples.data()+start-offset, step*sizeof(float));
asr_online_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
speech_start += step/seg_sample;
}
}
@@ -1159,7 +1211,7 @@
frame->data = (float*)malloc(sizeof(float) * (end-start));
memcpy(frame->data, all_samples.data()+start-offset, (end-start)*sizeof(float));
asr_online_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
}
if(asr_mode != ASR_ONLINE){
@@ -1170,7 +1222,7 @@
frame->data = (float*)malloc(sizeof(float) * (end-start));
memcpy(frame->data, all_samples.data()+start-offset, (end-start)*sizeof(float));
asr_offline_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
}
speech_start = -1;
@@ -1193,7 +1245,7 @@
frame->data = (float*)malloc(sizeof(float) * step);
memcpy(frame->data, all_samples.data()+start-offset, step*sizeof(float));
asr_online_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
speech_start += step/seg_sample;
}
}
@@ -1218,7 +1270,7 @@
frame->data = (float*)malloc(sizeof(float) * (end-offline_start));
memcpy(frame->data, all_samples.data()+offline_start-offset, (end-offline_start)*sizeof(float));
asr_offline_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
}
if(asr_mode != ASR_OFFLINE){
@@ -1236,7 +1288,7 @@
frame->data = (float*)malloc(sizeof(float) * step);
memcpy(frame->data, all_samples.data()+start-offset+sample_offset, step*sizeof(float));
asr_online_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
}
}else{
frame = new AudioFrame(0);
@@ -1244,7 +1296,7 @@
frame->global_start = speech_start; // in this case start >= end
frame->global_end = speech_end_i;
asr_online_queue.push(frame);
- frame = NULL;
+ frame = nullptr;
}
}
speech_start = -1;
--
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