cxx-api.h
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// sherpa-onnx/c-api/cxx-api.h
//
// Copyright (c) 2024 Xiaomi Corporation
// C++ Wrapper of the C API for sherpa-onnx
#ifndef SHERPA_ONNX_C_API_CXX_API_H_
#define SHERPA_ONNX_C_API_CXX_API_H_
#include <string>
#include <vector>
#include "sherpa-onnx/c-api/c-api.h"
namespace sherpa_onnx::cxx {
// ============================================================================
// Streaming ASR
// ============================================================================
struct SHERPA_ONNX_API OnlineTransducerModelConfig {
std::string encoder;
std::string decoder;
std::string joiner;
};
struct SHERPA_ONNX_API OnlineParaformerModelConfig {
std::string encoder;
std::string decoder;
};
struct SHERPA_ONNX_API OnlineZipformer2CtcModelConfig {
std::string model;
};
struct SHERPA_ONNX_API OnlineModelConfig {
OnlineTransducerModelConfig transducer;
OnlineParaformerModelConfig paraformer;
OnlineZipformer2CtcModelConfig zipformer2_ctc;
std::string tokens;
int32_t num_threads = 1;
std::string provider = "cpu";
bool debug = false;
std::string model_type;
std::string modeling_unit = "cjkchar";
std::string bpe_vocab;
std::string tokens_buf;
};
struct SHERPA_ONNX_API FeatureConfig {
int32_t sample_rate = 16000;
int32_t feature_dim = 80;
};
struct SHERPA_ONNX_API OnlineCtcFstDecoderConfig {
std::string graph;
int32_t max_active = 3000;
};
struct SHERPA_ONNX_API OnlineRecognizerConfig {
FeatureConfig feat_config;
OnlineModelConfig model_config;
std::string decoding_method = "greedy_search";
int32_t max_active_paths = 4;
bool enable_endpoint = false;
float rule1_min_trailing_silence = 2.4;
float rule2_min_trailing_silence = 1.2;
float rule3_min_utterance_length = 20;
std::string hotwords_file;
float hotwords_score = 1.5;
OnlineCtcFstDecoderConfig ctc_fst_decoder_config;
std::string rule_fsts;
std::string rule_fars;
float blank_penalty = 0;
std::string hotwords_buf;
};
struct SHERPA_ONNX_API OnlineRecognizerResult {
std::string text;
std::vector<std::string> tokens;
std::vector<float> timestamps;
std::string json;
};
struct SHERPA_ONNX_API Wave {
std::vector<float> samples;
int32_t sample_rate;
};
SHERPA_ONNX_API Wave ReadWave(const std::string &filename);
template <typename Derived, typename T>
class SHERPA_ONNX_API MoveOnly {
public:
explicit MoveOnly(const T *p) : p_(p) {}
~MoveOnly() { Destroy(); }
MoveOnly(const MoveOnly &) = delete;
MoveOnly &operator=(const MoveOnly &) = delete;
MoveOnly(MoveOnly &&other) : p_(other.Release()) {}
MoveOnly &operator=(MoveOnly &&other) {
if (&other == this) {
return *this;
}
Destroy();
p_ = other.Release();
}
const T *Get() const { return p_; }
const T *Release() {
const T *p = p_;
p_ = nullptr;
return p;
}
private:
void Destroy() {
if (p_ == nullptr) {
return;
}
static_cast<Derived *>(this)->Destroy(p_);
p_ = nullptr;
}
protected:
const T *p_ = nullptr;
};
class SHERPA_ONNX_API OnlineStream
: public MoveOnly<OnlineStream, SherpaOnnxOnlineStream> {
public:
explicit OnlineStream(const SherpaOnnxOnlineStream *p);
void AcceptWaveform(int32_t sample_rate, const float *samples,
int32_t n) const;
void InputFinished() const;
void Destroy(const SherpaOnnxOnlineStream *p) const;
};
class SHERPA_ONNX_API OnlineRecognizer
: public MoveOnly<OnlineRecognizer, SherpaOnnxOnlineRecognizer> {
public:
static OnlineRecognizer Create(const OnlineRecognizerConfig &config);
void Destroy(const SherpaOnnxOnlineRecognizer *p) const;
OnlineStream CreateStream() const;
OnlineStream CreateStream(const std::string &hotwords) const;
bool IsReady(const OnlineStream *s) const;
void Decode(const OnlineStream *s) const;
void Decode(const OnlineStream *ss, int32_t n) const;
OnlineRecognizerResult GetResult(const OnlineStream *s) const;
void Reset(const OnlineStream *s) const;
bool IsEndpoint(const OnlineStream *s) const;
private:
explicit OnlineRecognizer(const SherpaOnnxOnlineRecognizer *p);
};
// ============================================================================
// Non-streaming ASR
// ============================================================================
struct SHERPA_ONNX_API OfflineTransducerModelConfig {
std::string encoder;
std::string decoder;
std::string joiner;
};
struct SHERPA_ONNX_API OfflineParaformerModelConfig {
std::string model;
};
struct SHERPA_ONNX_API OfflineNemoEncDecCtcModelConfig {
std::string model;
};
struct SHERPA_ONNX_API OfflineWhisperModelConfig {
std::string encoder;
std::string decoder;
std::string language;
std::string task = "transcribe";
int32_t tail_paddings = -1;
};
struct SHERPA_ONNX_API OfflineTdnnModelConfig {
std::string model;
};
struct SHERPA_ONNX_API SherpaOnnxOfflineLMConfig {
std::string model;
float scale = 1.0;
};
struct SHERPA_ONNX_API OfflineSenseVoiceModelConfig {
std::string model;
std::string language;
bool use_itn = false;
};
struct SHERPA_ONNX_API OfflineModelConfig {
OfflineTransducerModelConfig transducer;
OfflineParaformerModelConfig paraformer;
OfflineNemoEncDecCtcModelConfig nemo_ctc;
OfflineWhisperModelConfig whisper;
OfflineTdnnModelConfig tdnn;
std::string tokens;
int32_t num_threads = 1;
bool debug = false;
std::string provider = "cpu";
std::string model_type;
std::string modeling_unit = "cjkchar";
std::string bpe_vocab;
std::string telespeech_ctc;
OfflineSenseVoiceModelConfig sense_voice;
};
struct SHERPA_ONNX_API OfflineLMConfig {
std::string model;
float scale = 1.0;
};
struct SHERPA_ONNX_API OfflineRecognizerConfig {
FeatureConfig feat_config;
OfflineModelConfig model_config;
OfflineLMConfig lm_config;
std::string decoding_method = "greedy_search";
int32_t max_active_paths = 4;
std::string hotwords_file;
float hotwords_score = 1.5;
std::string rule_fsts;
std::string rule_fars;
float blank_penalty = 0;
};
struct SHERPA_ONNX_API OfflineRecognizerResult {
std::string text;
std::vector<float> timestamps;
std::vector<std::string> tokens;
std::string json;
std::string lang;
std::string emotion;
std::string event;
};
class SHERPA_ONNX_API OfflineStream
: public MoveOnly<OfflineStream, SherpaOnnxOfflineStream> {
public:
explicit OfflineStream(const SherpaOnnxOfflineStream *p);
void AcceptWaveform(int32_t sample_rate, const float *samples,
int32_t n) const;
void Destroy(const SherpaOnnxOfflineStream *p) const;
};
class SHERPA_ONNX_API OfflineRecognizer
: public MoveOnly<OfflineRecognizer, SherpaOnnxOfflineRecognizer> {
public:
static OfflineRecognizer Create(const OfflineRecognizerConfig &config);
void Destroy(const SherpaOnnxOfflineRecognizer *p) const;
OfflineStream CreateStream() const;
void Decode(const OfflineStream *s) const;
void Decode(const OfflineStream *ss, int32_t n) const;
OfflineRecognizerResult GetResult(const OfflineStream *s) const;
private:
explicit OfflineRecognizer(const SherpaOnnxOfflineRecognizer *p);
};
} // namespace sherpa_onnx::cxx
#endif // SHERPA_ONNX_C_API_CXX_API_H_
//