update

speech_asr

2023-04-17 0bae33f99be41b1a7cf9353298efea53ffb375f7

 funasr/datasets/small_datasets/preprocessor.py

@@ -819,8 +819,44 @@
    return sentences


def build_preprocess(args):
    if args.task_name == "asr":
        pass
def build_preprocess(args, train):
    if args.use_preprocessor:
        return None
    if args.task_name in ["asr", "data2vec", "diar", "sv"]:
        retval = CommonPreprocessor(
            train=train,
            token_type=args.token_type,
            token_list=args.token_list,
            bpemodel=args.bpemodel,
            non_linguistic_symbols=args.non_linguistic_symbols,
            text_cleaner=args.cleaner,
            g2p_type=args.g2p,
            split_with_space=args.split_with_space if hasattr(args, "split_with_space") else False,
            seg_dict_file=args.seg_dict_file if hasattr(args, "seg_dict_file") else None,
            rir_scp=args.rir_scp if hasattr(args, "rir_scp") else None,
            rir_apply_prob=args.rir_apply_prob if hasattr(args, "rir_apply_prob") else 1.0,
            noise_scp=args.noise_scp if hasattr(args, "noise_scp") else None,
            noise_apply_prob=args.noise_apply_prob if hasattr(args, "noise_apply_prob") else 1.0,
            noise_db_range=args.noise_db_range if hasattr(args, "noise_db_range") else "13_15",
            speech_volume_normalize=args.speech_volume_normalize if hasattr(args, "rir_scp") else None,
        )
    elif args.task_name == "punc":
        token_types = [args.token_type, args.token_type]
        token_lists = [args.token_list, args.punc_list]
        bpemodels = [args.bpemodel, args.bpemodel]
        text_names = ["text", "punc"]
        retval = PuncTrainTokenizerCommonPreprocessor(
            train=train,
            token_type=token_types,
            token_list=token_lists,
            bpemodel=bpemodels,
            text_cleaner=args.cleaner,
            g2p_type=args.g2p,
            text_name=text_names,
            non_linguistic_symbols=args.non_linguistic_symbols,
        )
    elif args.task_name == "vad":
        retval = None
    else:
        raise ValueError(f"Not supported task={args.task_name}")
    return retval