| | |
| | | from json import decoder |
| | | import logging |
| | | from contextlib import contextmanager |
| | | from distutils.version import LooseVersion |
| | |
| | | from typing import Optional |
| | | from typing import Tuple |
| | | from typing import Union |
| | | import random |
| | | from unicodedata import bidirectional |
| | | import numpy as np |
| | | |
| | | import torch |
| | | from typeguard import check_argument_types |
| | | |
| | | from funasr.layers.abs_normalize import AbsNormalize |
| | | from funasr.losses.label_smoothing_loss import ( |
| | | LabelSmoothingLoss, # noqa: H301 |
| | | ) |
| | | from funasr.models.ctc import CTC |
| | | from funasr.models.decoder.abs_decoder import AbsDecoder |
| | | from funasr.models.e2e_asr_common import ErrorCalculator |
| | | from funasr.models.encoder.abs_encoder import AbsEncoder |
| | | from funasr.models.frontend.abs_frontend import AbsFrontend |
| | | from funasr.models.postencoder.abs_postencoder import AbsPostEncoder |
| | | from funasr.models.predictor.cif import mae_loss |
| | | from funasr.models.preencoder.abs_preencoder import AbsPreEncoder |
| | | from funasr.models.specaug.abs_specaug import AbsSpecAug |
| | | from funasr.modules.add_sos_eos import add_sos_eos |
| | | from funasr.modules.nets_utils import make_pad_mask, pad_list |
| | | 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.predictor.cif import CifPredictorV3 |
| | | from funasr.modules.streaming_utils import utils as myutils |
| | | from funasr.models.e2e_asr_paraformer import Paraformer |
| | | from funasr.modules.layer_norm import LayerNorm |
| | | |
| | | |
| | | if LooseVersion(torch.__version__) >= LooseVersion("1.6.0"): |
| | |
| | | yield |
| | | |
| | | |
| | | class AdvancedContextualParaformer(Paraformer): |
| | | class NeatContextualParaformer(Paraformer): |
| | | def __init__( |
| | | self, |
| | | vocab_size: int, |