| | |
| | | #!/usr/bin/env python3 |
| | | # -*- encoding: utf-8 -*- |
| | | # Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved. |
| | | # MIT License (https://opensource.org/licenses/MIT) |
| | | |
| | | import time |
| | | import copy |
| | | import torch |
| | | from torch.cuda.amp import autocast |
| | | from typing import Union, Dict, List, Tuple, Optional |
| | | |
| | | from funasr.register import tables |
| | | from funasr.models.ctc.ctc import CTC |
| | | from funasr.utils import postprocess_utils |
| | | from funasr.utils.datadir_writer import DatadirWriter |
| | | from funasr.models.paraformer.cif_predictor import mae_loss |
| | | from funasr.train_utils.device_funcs import force_gatherable |
| | | from funasr.models.transformer.utils.add_sos_eos import add_sos_eos |
| | | from funasr.models.transformer.utils.nets_utils import make_pad_mask |
| | | from funasr.utils.timestamp_tools import ts_prediction_lfr6_standard |
| | | from funasr.utils import postprocess_utils |
| | | from funasr.utils.datadir_writer import DatadirWriter |
| | | from funasr.register import tables |
| | | from funasr.models.ctc.ctc import CTC |
| | | from funasr.utils.load_utils import load_audio_text_image_video, extract_fbank |
| | | |
| | | |
| | | @tables.register("model_classes", "monotonicaligner") |
| | | @tables.register("model_classes", "MonotonicAligner") |
| | | class MonotonicAligner(torch.nn.Module): |
| | | """ |
| | | Author: Speech Lab of DAMO Academy, Alibaba Group |
| | |
| | | |
| | | return encoder_out, encoder_out_lens |
| | | |
| | | def generate(self, |
| | | def inference(self, |
| | | data_in, |
| | | data_lengths=None, |
| | | key: list=None, |