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 <memory>
#include <string>
#include <vector>
#include "sherpa-onnx/c-api/c-api.h"
namespace sherpa_onnx::cxx {
// ============================================================================
// Streaming ASR
// ============================================================================
struct OnlineTransducerModelConfig {
std::string encoder;
std::string decoder;
std::string joiner;
};
struct OnlineParaformerModelConfig {
std::string encoder;
std::string decoder;
};
struct OnlineZipformer2CtcModelConfig {
std::string model;
};
struct 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 FeatureConfig {
int32_t sample_rate = 16000;
int32_t feature_dim = 80;
};
struct OnlineCtcFstDecoderConfig {
std::string graph;
int32_t max_active = 3000;
};
struct HomophoneReplacerConfig {
std::string dict_dir;
std::string lexicon;
std::string rule_fsts;
};
struct 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;
HomophoneReplacerConfig hr;
};
struct OnlineRecognizerResult {
std::string text;
std::vector<std::string> tokens;
std::vector<float> timestamps;
std::string json;
};
struct Wave {
std::vector<float> samples;
int32_t sample_rate;
};
SHERPA_ONNX_API Wave ReadWave(const std::string &filename);
// Return true on success;
// Return false on failure
SHERPA_ONNX_API bool WriteWave(const std::string &filename, const Wave &wave);
template <typename Derived, typename T>
class SHERPA_ONNX_API MoveOnly {
public:
MoveOnly() = default;
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();
return *this;
}
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 OfflineCanaryModelConfig {
std::string encoder;
std::string decoder;
std::string src_lang;
std::string tgt_lang;
bool use_pnc = true;
};
struct SHERPA_ONNX_API OfflineFireRedAsrModelConfig {
std::string encoder;
std::string decoder;
};
struct SHERPA_ONNX_API OfflineTdnnModelConfig {
std::string model;
};
struct SHERPA_ONNX_API OfflineSenseVoiceModelConfig {
std::string model;
std::string language;
bool use_itn = false;
};
struct SHERPA_ONNX_API OfflineDolphinModelConfig {
std::string model;
};
struct SHERPA_ONNX_API OfflineZipformerCtcModelConfig {
std::string model;
};
struct SHERPA_ONNX_API OfflineMoonshineModelConfig {
std::string preprocessor;
std::string encoder;
std::string uncached_decoder;
std::string cached_decoder;
};
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;
OfflineMoonshineModelConfig moonshine;
OfflineFireRedAsrModelConfig fire_red_asr;
OfflineDolphinModelConfig dolphin;
OfflineZipformerCtcModelConfig zipformer_ctc;
OfflineCanaryModelConfig canary;
};
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;
HomophoneReplacerConfig hr;
};
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;
OfflineStream CreateStream(const std::string &hotwords) const;
void Decode(const OfflineStream *s) const;
void Decode(const OfflineStream *ss, int32_t n) const;
OfflineRecognizerResult GetResult(const OfflineStream *s) const;
void SetConfig(const OfflineRecognizerConfig &config) const;
private:
explicit OfflineRecognizer(const SherpaOnnxOfflineRecognizer *p);
};
// ============================================================================
// Non-streaming TTS
// ============================================================================
struct OfflineTtsVitsModelConfig {
std::string model;
std::string lexicon;
std::string tokens;
std::string data_dir;
std::string dict_dir;
float noise_scale = 0.667;
float noise_scale_w = 0.8;
float length_scale = 1.0; // < 1, faster in speed; > 1, slower in speed
};
struct OfflineTtsMatchaModelConfig {
std::string acoustic_model;
std::string vocoder;
std::string lexicon;
std::string tokens;
std::string data_dir;
std::string dict_dir;
float noise_scale = 0.667;
float length_scale = 1.0; // < 1, faster in speed; > 1, slower in speed
};
struct OfflineTtsKokoroModelConfig {
std::string model;
std::string voices;
std::string tokens;
std::string data_dir;
std::string dict_dir;
std::string lexicon;
std::string lang;
float length_scale = 1.0; // < 1, faster in speed; > 1, slower in speed
};
struct OfflineTtsModelConfig {
OfflineTtsVitsModelConfig vits;
OfflineTtsMatchaModelConfig matcha;
OfflineTtsKokoroModelConfig kokoro;
int32_t num_threads = 1;
bool debug = false;
std::string provider = "cpu";
};
struct OfflineTtsConfig {
OfflineTtsModelConfig model;
std::string rule_fsts;
std::string rule_fars;
int32_t max_num_sentences = 1;
float silence_scale = 0.2;
};
struct GeneratedAudio {
std::vector<float> samples; // in the range [-1, 1]
int32_t sample_rate;
};
// Return 1 to continue generating
// Return 0 to stop generating
using OfflineTtsCallback = int32_t (*)(const float *samples,
int32_t num_samples, float progress,
void *arg);
class SHERPA_ONNX_API OfflineTts
: public MoveOnly<OfflineTts, SherpaOnnxOfflineTts> {
public:
static OfflineTts Create(const OfflineTtsConfig &config);
void Destroy(const SherpaOnnxOfflineTts *p) const;
// Return the sample rate of the generated audio
int32_t SampleRate() const;
// Number of supported speakers.
// If it supports only a single speaker, then it return 0 or 1.
int32_t NumSpeakers() const;
// @param text A string containing words separated by spaces
// @param sid Speaker ID. Used only for multi-speaker models, e.g., models
// trained using the VCTK dataset. It is not used for
// single-speaker models, e.g., models trained using the ljspeech
// dataset.
// @param speed The speed for the generated speech. E.g., 2 means 2x faster.
// @param callback If not NULL, it is called whenever config.max_num_sentences
// sentences have been processed. The callback is called in
// the current thread.
GeneratedAudio Generate(const std::string &text, int32_t sid = 0,
float speed = 1.0,
OfflineTtsCallback callback = nullptr,
void *arg = nullptr) const;
// Like Generate, but return a smart pointer.
//
// See also https://github.com/k2-fsa/sherpa-onnx/issues/2347
std::shared_ptr<GeneratedAudio> Generate2(
const std::string &text, int32_t sid = 0, float speed = 1.0,
OfflineTtsCallback callback = nullptr, void *arg = nullptr) const;
private:
explicit OfflineTts(const SherpaOnnxOfflineTts *p);
};
// ============================================================
// For Keyword Spotter
// ============================================================
struct KeywordResult {
std::string keyword;
std::vector<std::string> tokens;
std::vector<float> timestamps;
float start_time;
std::string json;
};
struct KeywordSpotterConfig {
FeatureConfig feat_config;
OnlineModelConfig model_config;
int32_t max_active_paths = 4;
int32_t num_trailing_blanks = 1;
float keywords_score = 1.0f;
float keywords_threshold = 0.25f;
std::string keywords_file;
};
class SHERPA_ONNX_API KeywordSpotter
: public MoveOnly<KeywordSpotter, SherpaOnnxKeywordSpotter> {
public:
static KeywordSpotter Create(const KeywordSpotterConfig &config);
void Destroy(const SherpaOnnxKeywordSpotter *p) const;
OnlineStream CreateStream() const;
OnlineStream CreateStream(const std::string &keywords) const;
bool IsReady(const OnlineStream *s) const;
void Decode(const OnlineStream *s) const;
void Decode(const OnlineStream *ss, int32_t n) const;
void Reset(const OnlineStream *s) const;
KeywordResult GetResult(const OnlineStream *s) const;
private:
explicit KeywordSpotter(const SherpaOnnxKeywordSpotter *p);
};
struct OfflineSpeechDenoiserGtcrnModelConfig {
std::string model;
};
struct OfflineSpeechDenoiserModelConfig {
OfflineSpeechDenoiserGtcrnModelConfig gtcrn;
int32_t num_threads = 1;
int32_t debug = false;
std::string provider = "cpu";
};
struct OfflineSpeechDenoiserConfig {
OfflineSpeechDenoiserModelConfig model;
};
struct DenoisedAudio {
std::vector<float> samples; // in the range [-1, 1]
int32_t sample_rate;
};
class SHERPA_ONNX_API OfflineSpeechDenoiser
: public MoveOnly<OfflineSpeechDenoiser, SherpaOnnxOfflineSpeechDenoiser> {
public:
static OfflineSpeechDenoiser Create(
const OfflineSpeechDenoiserConfig &config);
void Destroy(const SherpaOnnxOfflineSpeechDenoiser *p) const;
DenoisedAudio Run(const float *samples, int32_t n, int32_t sample_rate) const;
int32_t GetSampleRate() const;
private:
explicit OfflineSpeechDenoiser(const SherpaOnnxOfflineSpeechDenoiser *p);
};
// ==============================
// VAD
// ==============================
struct SileroVadModelConfig {
std::string model;
float threshold = 0.5;
float min_silence_duration = 0.5;
float min_speech_duration = 0.25;
int32_t window_size = 512;
float max_speech_duration = 20;
};
struct TenVadModelConfig {
std::string model;
float threshold = 0.5;
float min_silence_duration = 0.5;
float min_speech_duration = 0.25;
int32_t window_size = 256;
float max_speech_duration = 20;
};
struct VadModelConfig {
SileroVadModelConfig silero_vad;
TenVadModelConfig ten_vad;
int32_t sample_rate = 16000;
int32_t num_threads = 1;
std::string provider = "cpu";
bool debug = false;
};
struct SpeechSegment {
int32_t start;
std::vector<float> samples;
};
class SHERPA_ONNX_API CircularBuffer
: public MoveOnly<CircularBuffer, SherpaOnnxCircularBuffer> {
public:
static CircularBuffer Create(int32_t capacity);
void Destroy(const SherpaOnnxCircularBuffer *p) const;
void Push(const float *p, int32_t n) const;
std::vector<float> Get(int32_t start_index, int32_t n) const;
void Pop(int32_t n) const;
int32_t Size() const;
int32_t Head() const;
void Reset() const;
private:
explicit CircularBuffer(const SherpaOnnxCircularBuffer *p);
};
class SHERPA_ONNX_API VoiceActivityDetector
: public MoveOnly<VoiceActivityDetector, SherpaOnnxVoiceActivityDetector> {
public:
static VoiceActivityDetector Create(const VadModelConfig &config,
float buffer_size_in_seconds);
void Destroy(const SherpaOnnxVoiceActivityDetector *p) const;
void AcceptWaveform(const float *samples, int32_t n) const;
bool IsEmpty() const;
bool IsDetected() const;
void Pop() const;
void Clear() const;
SpeechSegment Front() const;
void Reset() const;
void Flush() const;
private:
explicit VoiceActivityDetector(const SherpaOnnxVoiceActivityDetector *p);
};
class SHERPA_ONNX_API LinearResampler
: public MoveOnly<LinearResampler, SherpaOnnxLinearResampler> {
public:
LinearResampler() = default;
static LinearResampler Create(int32_t samp_rate_in_hz,
int32_t samp_rate_out_hz,
float filter_cutoff_hz, int32_t num_zeros);
void Destroy(const SherpaOnnxLinearResampler *p) const;
void Reset() const;
std::vector<float> Resample(const float *input, int32_t input_dim,
bool flush) const;
int32_t GetInputSamplingRate() const;
int32_t GetOutputSamplingRate() const;
private:
explicit LinearResampler(const SherpaOnnxLinearResampler *p);
};
std::string GetVersionStr();
std::string GetGitSha1();
std::string GetGitDate();
bool FileExists(const std::string &filename);
} // namespace sherpa_onnx::cxx
#endif // SHERPA_ONNX_C_API_CXX_API_H_