o Si @sdZddlZddlZddlZddlZddlmZddlmZm Z m Z ddl m Z m Z ddlmZmZddlmZmZddlmZmZdd lmZmZmZ dd ede ede edefddZ ddede edeeeee eeffffddZdS)az About the MobvoiHotwords corpus The MobvoiHotwords dataset is a ~144-hour corpus of wake word corpus which is publicly availble on https://www.openslr.org/87 For wake word data, wake word utterances contain either 'Hi xiaowen' or 'Nihao Wenwen' are collected. For each wake word, there are about 36k utterances. All wake word data is collected from 788 subjects, ages 3-65, with different distances from the smart speaker (1, 3 and 5 meters). Different noises (typical home environment noises like music and TV) with varying sound pressure levels are played in the background during the collection. N)Path)DictOptionalUnion) fix_manifests$validate_recordings_and_supervisions) Recording RecordingSet)manifests_existread_manifests_if_cached)SupervisionSegmentSupervisionSet)Pathlikeresumable_download safe_extract.F http://www.openslr.org/resources target_dirforce_downloadbase_urlreturnc Cs|d}t|}|jddd|d}d}d}||fD]U}||}||dd} | d } | r?td |d | d qt|d |||dtj| ddt |} t | |dWdn1shwY| q|S)aS Downdload and untar the dataset :param target_dir: Pathlike, the path of the dir to storage the dataset. :param force_download: Bool, if True, download the tars no matter if the tars exist. :param base_url: str, the url of the OpenSLR resources. :return: the path to downloaded and extracted directory with data. z/87Tparentsexist_okMobvoiHotwordszmobvoi_hotword_dataset.tgzz$mobvoi_hotword_dataset_resources.tgzNz .completedzSkip z because z exists./)filenamer) ignore_errors)path) rmkdiris_filelogginginforshutilrmtreetarfileopenrtouch) rrrurl corpus_dirdataset_tar_nameresources_tar_nametar_nametar_path extracted_dircompleted_detectortarr2Q/home/ubuntu/.local/lib/python3.10/site-packages/lhotse/recipes/mobvoihotwords.pydownload_mobvoihotwordss,    r4r* output_dircCs0t|}|sJd|gd}i}|dur*t|}|jdddt||d}|D]}td|t||drFtd |d q,g}g}d D]}||}|d |d } t| dddr} t | } | D]b} | d} | ddurx| n| d}|d| d}d}| ddkrd}n| ddkrd}n| ddksJ| st d|qjt |}||t| | d|jdd||d}||qjWdn1swYqLt|}t|}t||\}}t|||dur||d |d!||d"|d!||d#||<q,|S)$aH Returns the manifests which consist of the Recordings and Supervisions :param corpus_dir: Pathlike, the path of the data dir. :param output_dir: Pathlike, the path where to write the manifests. :return: a Dict whose key is the dataset part, and the value is Dicts with the keys 'audio' and 'supervisions'. zNo such directory: )traindevtestNTr) dataset_partsr5z!Preparing MobvoiHotwords subset: )partr5zMobvoiHotwords subset: z already prepared - skipping.)p_n_ mobvoi_hotword_dataset_resourcesz.jsonrzutf-8)encodingutt_id speaker_idmobvoi_hotword_datasetz.wavFREETEXT keyword_idr HiXiaowen NihaoWenwenzNo such file: gChinese)id recording_idstartdurationchannellanguagespeakertextmobvoi_supervisions_z .jsonl.gzmobvoi_recordings_) recordings supervisions)ris_dirr r r"r#r r'jsonloadr!warningr from_fileappendr rMstripr from_recordingsr from_segmentsrrto_file)r*r5r9 manifestsr:rTrUprefix prefixed_part json_pathf json_dataentryidxrP audio_pathrQ recordingsegment recording_setsupervision_setr2r2r3prepare_mobvoihotwordsCs           rm)rFr)N)__doc__rWr"r$r&pathlibrtypingrrrlhotserr lhotse.audiorr lhotse.recipes.utilsr r lhotse.supervisionr r lhotse.utilsrrrboolstrr4rmr2r2r2r3s@  '