| | |
| | | |
| | | from funasr.layers.abs_normalize import AbsNormalize |
| | | from funasr.losses.label_smoothing_loss import ( |
| | | LabelSmoothingLoss, # noqa: H301 |
| | | LabelSmoothingLoss, NllLoss # noqa: H301 |
| | | ) |
| | | from funasr.losses.nll_loss import NllLoss |
| | | from funasr.models.ctc import CTC |
| | | from funasr.models.decoder.abs_decoder import AbsDecoder |
| | | from funasr.models.encoder.abs_encoder import AbsEncoder |
| | |
| | | from funasr.modules.e2e_asr_common import ErrorCalculator |
| | | from funasr.modules.nets_utils import th_accuracy |
| | | from funasr.torch_utils.device_funcs import force_gatherable |
| | | from funasr.train.abs_espnet_model import AbsESPnetModel |
| | | from funasr.models.base_model import FunASRModel |
| | | |
| | | if LooseVersion(torch.__version__) >= LooseVersion("1.6.0"): |
| | | from torch.cuda.amp import autocast |
| | |
| | | yield |
| | | |
| | | |
| | | class ESPnetASRModel(AbsESPnetModel): |
| | | class ESPnetASRModel(FunASRModel): |
| | | """CTC-attention hybrid Encoder-Decoder model""" |
| | | |
| | | def __init__( |