offline-model-config.h
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// sherpa-onnx/csrc/offline-model-config.h
//
// Copyright (c) 2023 Xiaomi Corporation
#ifndef SHERPA_ONNX_CSRC_OFFLINE_MODEL_CONFIG_H_
#define SHERPA_ONNX_CSRC_OFFLINE_MODEL_CONFIG_H_
#include <string>
#include "sherpa-onnx/csrc/offline-canary-model-config.h"
#include "sherpa-onnx/csrc/offline-dolphin-model-config.h"
#include "sherpa-onnx/csrc/offline-fire-red-asr-model-config.h"
#include "sherpa-onnx/csrc/offline-moonshine-model-config.h"
#include "sherpa-onnx/csrc/offline-nemo-enc-dec-ctc-model-config.h"
#include "sherpa-onnx/csrc/offline-paraformer-model-config.h"
#include "sherpa-onnx/csrc/offline-sense-voice-model-config.h"
#include "sherpa-onnx/csrc/offline-tdnn-model-config.h"
#include "sherpa-onnx/csrc/offline-transducer-model-config.h"
#include "sherpa-onnx/csrc/offline-wenet-ctc-model-config.h"
#include "sherpa-onnx/csrc/offline-whisper-model-config.h"
#include "sherpa-onnx/csrc/offline-zipformer-ctc-model-config.h"
namespace sherpa_onnx {
struct OfflineModelConfig {
OfflineTransducerModelConfig transducer;
OfflineParaformerModelConfig paraformer;
OfflineNemoEncDecCtcModelConfig nemo_ctc;
OfflineWhisperModelConfig whisper;
OfflineFireRedAsrModelConfig fire_red_asr;
OfflineTdnnModelConfig tdnn;
OfflineZipformerCtcModelConfig zipformer_ctc;
OfflineWenetCtcModelConfig wenet_ctc;
OfflineSenseVoiceModelConfig sense_voice;
OfflineMoonshineModelConfig moonshine;
OfflineDolphinModelConfig dolphin;
OfflineCanaryModelConfig canary;
std::string telespeech_ctc;
std::string tokens;
int32_t num_threads = 2;
bool debug = false;
std::string provider = "cpu";
// With the help of this field, we only need to load the model once
// instead of twice; and therefore it reduces initialization time.
//
// Valid values:
// - transducer. The given model is from icefall
// - paraformer. It is a paraformer model
// - nemo_ctc. It is a NeMo CTC model.
//
// All other values are invalid and lead to loading the model twice.
std::string model_type;
std::string modeling_unit = "cjkchar";
std::string bpe_vocab;
OfflineModelConfig() = default;
OfflineModelConfig(const OfflineTransducerModelConfig &transducer,
const OfflineParaformerModelConfig ¶former,
const OfflineNemoEncDecCtcModelConfig &nemo_ctc,
const OfflineWhisperModelConfig &whisper,
const OfflineFireRedAsrModelConfig &fire_red_asr,
const OfflineTdnnModelConfig &tdnn,
const OfflineZipformerCtcModelConfig &zipformer_ctc,
const OfflineWenetCtcModelConfig &wenet_ctc,
const OfflineSenseVoiceModelConfig &sense_voice,
const OfflineMoonshineModelConfig &moonshine,
const OfflineDolphinModelConfig &dolphin,
const OfflineCanaryModelConfig &canary,
const std::string &telespeech_ctc,
const std::string &tokens, int32_t num_threads, bool debug,
const std::string &provider, const std::string &model_type,
const std::string &modeling_unit,
const std::string &bpe_vocab)
: transducer(transducer),
paraformer(paraformer),
nemo_ctc(nemo_ctc),
whisper(whisper),
fire_red_asr(fire_red_asr),
tdnn(tdnn),
zipformer_ctc(zipformer_ctc),
wenet_ctc(wenet_ctc),
sense_voice(sense_voice),
moonshine(moonshine),
dolphin(dolphin),
canary(canary),
telespeech_ctc(telespeech_ctc),
tokens(tokens),
num_threads(num_threads),
debug(debug),
provider(provider),
model_type(model_type),
modeling_unit(modeling_unit),
bpe_vocab(bpe_vocab) {}
void Register(ParseOptions *po);
bool Validate() const;
std::string ToString() const;
};
} // namespace sherpa_onnx
#endif // SHERPA_ONNX_CSRC_OFFLINE_MODEL_CONFIG_H_