| | |
| | | from funasr.layers.abs_normalize import AbsNormalize |
| | | from funasr.layers.global_mvn import GlobalMVN |
| | | from funasr.layers.utterance_mvn import UtteranceMVN |
| | | from funasr.models.e2e_asr import ESPnetASRModel |
| | | from funasr.models.e2e_asr import ASRModel |
| | | from funasr.models.decoder.abs_decoder import AbsDecoder |
| | | from funasr.models.encoder.abs_encoder import AbsEncoder |
| | | from funasr.models.encoder.rnn_encoder import RNNEncoder |
| | |
| | | from funasr.models.specaug.specaug import SpecAug |
| | | from funasr.tasks.abs_task import AbsTask |
| | | from funasr.torch_utils.initialize import initialize |
| | | from funasr.train.abs_espnet_model import AbsESPnetModel |
| | | from funasr.models.base_model import FunASRModel |
| | | from funasr.train.class_choices import ClassChoices |
| | | from funasr.train.trainer import Trainer |
| | | from funasr.utils.types import float_or_none |
| | |
| | | classes=dict( |
| | | espnet=ESPnetSVModel, |
| | | ), |
| | | type_check=AbsESPnetModel, |
| | | type_check=FunASRModel, |
| | | default="espnet", |
| | | ) |
| | | preencoder_choices = ClassChoices( |
| | |
| | | args["cmvn_file"] = cmvn_file |
| | | args = argparse.Namespace(**args) |
| | | model = cls.build_model(args) |
| | | if not isinstance(model, AbsESPnetModel): |
| | | if not isinstance(model, FunASRModel): |
| | | raise RuntimeError( |
| | | f"model must inherit {AbsESPnetModel.__name__}, but got {type(model)}" |
| | | f"model must inherit {FunASRModel.__name__}, but got {type(model)}" |
| | | ) |
| | | model.to(device) |
| | | model_dict = dict() |