o Siq @s"dZddlZddlZddlmZddlmZddlmZm Z m Z m Z m Z m Z ddlmZddlmZmZmZddlmZmZdd lmZdd lmZmZdd lmZmZd Zd ede e eeffddZ de!d ede eeffddZ" dd ede edee!ee!e eeffffddZ#dS)z The SpeechIO Chinese data is a collection of test sets covering wide range of speech recognition tasks & scenarios. Participants can obtain the datasets at https://github.com/SpeechColab/Leaderboard - please download the datasets manually. N) defaultdict)Path)DictListOptionalSequenceTupleUnion)tqdm) AudioSource Recording RecordingSet) fix_manifests$validate_recordings_and_supervisions)manifests_exist)SupervisionSegmentSupervisionSet)Pathlikeis_module_available corpus_dirreturnc Csg}g}tds tdddl}|jt|ddd}|d}|d}|d }t|D]J\}} t|| } tj | sLt d | d q2t | } || ||} ||} | d d} t|d | | d| jdd| | d}||q2||fS)Npandasz         rCsubsetcCsPt|}||}t|\}}t|}t|}t||\}}t||||fS)z Returns the RecodingSet and SupervisionSet given a dataset part. :param subset: str, the name of the subset. :param corpus_dir: Pathlike, the path of the data dir. :return: the RecodingSet and SupervisionSet for train and valid. )rrCr from_recordingsr from_segmentsrr)rDr part_path recording_setsupervision_setrArArB_prepare_subsetBs     rJ output_dirc Cst|}|sJd|tdg}ttdD]}|d}|d|q|dursB      *