o Si%@sdZddlZddlZddlZddlZddlZddlmZm Z ddl m Z ddl m Z ddlmZmZmZmZmZddlmZddlmZmZdd lmZmZdd lmZmZdd lm Z m!Z!d d gZ"ddgZ#dee e$fdee fddZ%dee ee&dffdeefddZ'deee$ee$e$ffe fdeefddZ(dee de$de$dee fddZ)e"e#dd fd!e d"e d#ee$d$ee$d%e*d&e&dee$eeefffd'd(Z+dS))aO About the Fisher English Part 1,2 corpus This is conversational telephone speech collected as 2-channel, 8kHz-sampled data. The catalog number LDC2004S13 and LDC2005S13 for audio corpora and LDC2004T19 LDC2005T19 for transcripts. This data is not available for free - your institution needs to have an LDC subscription. N)ProcessPoolExecutorThreadPoolExecutorPath)CalledProcessError)DictListOptionalTupleUnion)tqdm) Recording RecordingSet) fix_manifests$validate_recordings_and_supervisions)SupervisionSegmentSupervisionSet)Pathlikecheck_and_rglob LDC2004S13 LDC2005S13 LDC2004T19 LDC2005T19fold_path_and_patternreturncCst|S)N)r)rrQ/home/ubuntu/.local/lib/python3.10/site-packages/lhotse/recipes/fisher_english.py get_pathssraudio_path_and_rel_path_depthcCs.|\}}ztj||dWStyYdSw)N)relative_path_depth)r from_filer)r audio_pathrel_path_depthrrrcreate_recording#s r#sessions_and_transcript_pathcs|\tsgSdddjddtdd>}dd |Dd dd d Dd d Dd krIdd Dfdd tD}Wd|S1scwY|S)NrAB_rutf8cSsg|]}|dqS) )rstrip.0lrrr ;sz&create_supervision..cSs g|] }|dkr|qS)stripsplitr/rrrr2<s c SsLg|]"}t|dt|d|dddddd|ddDgqS) rr%r*N cSsg|] }|dkr|qSr4)r6)r0wrrrr2Bsz1create_supervision...r3)floatjoinr/rrrr2=s 11487cSs:g|]}|ddkr|ddkrdg|ddn|qS)rgףp= ?@r%gRAm@g{Gl@Nrr/rrrr2Is,c s~g|];\}}tjdt|tttjt|ddt|d|dd|d|dd|ddqS)-rr3r%r*English)id recording_idstartdurationchanneltextlanguagespeaker)rstemstrzfilllenround)r0kr1channel_to_intlines session_idsessionstranscript_pathrrr2Ns "  )ris_filerHr7codecsopen readlines enumerate)r$trans_fsegmentsrrNrcreate_supervision0s.    ""r[dirspattern pbar_descc sfdd|D}dgt|}tt|td}t|5}tt||d}t|t|D] \}} | ||<| q1Wdn1sHwYWdn1sWwYt t j |}|S)Ncsg|]}t|fqSrr)r0dir_pathr]rrr2csz&walk_dirs_parallel..totaldesc)rKminos cpu_countrr rXmaprupdatesorteditchain from_iterable) r\r]r^get_path_inputs output_pathsnjobsexecutorpbarrMtmp_output_pathsrr`rwalk_dirs_parallel_s     rtFr% corpus_dir output_dir audio_dirstranscript_dirsabsolute_pathsnum_jobsc# slt|}t|}|jddd||D]}||}|s(td|d|dqg}|D]} || } | D] } | d} || 7}q7q-g} |D]}||dd}| |7} qIt|d d }t| d d }i|D];}t||d dd}t|dd}dd| Ddd} dd|DWdn1swYqjt |t |ksJt |dt |t |t krt dt dt |d|d}|rtd|t|}ntdfdd|D}d}t|V}t|@}tt |d d!'}|t|D]}|dur"|j|dd"n|d7}| qWdn 1s7wYWdn 1sGwYWdn 1sWwY|rmt d#t |d$|d%|}|d&}|rtd'|t|}ntd(fd)d|D}d} ttd*W}t|A}tt |d+d!(}|t|D]}!|!s| d7} |!D]}"||"q| qWdn 1swYWdn 1swYWdn 1swY|}| rt d#t |d,| d%t||\}}t |||!|j"d-|!|j"d.||d/S)0a Prepares manifests for Fisher English Part 1, 2. Script assumes that audio_dirs and transcript_dirs are in the corpus_path. We create two manifests: one with recordings, and the other one with text supervisions. :param corpus_path: Path to Fisher corpus :param audio_dirs: List of dirs of audio corpora. :param transcripts_dirs: List of dirs of transcript corpora. :param output_dir: Directory where the manifests should be written. Can be omitted to avoid writing. :param absolute_paths: Whether to return absolute or relative (to the corpus dir) paths for recordings. :return: A dict with manifests. The keys are: ``{'recordings', 'supervisions'}``. T)parentsexist_okzCould not find 'z' directory inside 'z'.audiodatatransz*.sphzParsing audio sub-dirsz*.txtzParsing transcript sub-dirsdocz*_calldata.tblrr+r,cSsg|] }|ddqS)r-,)r.r7r/rrrr2z*prepare_fisher_english..r%NcSs$i|]}|d|d|ddqS)r r&rr/rrr s$z*prepare_fisher_english..z == z7Fisher's *_calldata.tbl files indicate there should be zS sessions, but our scanning of audio and transcript files indicates there are only .zrecordings_notfixed.jsonl.gzz%Using existing recording manifest at z!Building fresh recording manifestcsg|] }|r dndfqS)Nrrr0p)ryrrr2rzCollect recordingsrb)flushzOut of z recordings, z had errors and were omitted.zsupervisions_notfixed.jsonl.gzz'Using existing supervision manifest at z#Building fresh supervision manifestcsg|]}|fqSrrr)rRrrr2srazCreate supervisionsz transcript files, z&fisher-english_recordings_all.jsonl.gzz(fisher-english_supervisions_all.jsonl.gz) recordings supervisions)#rmkdiris_dir ValueErroriterdirrtrrUrVrWrirKwarningswarnrTlogginginforfrom_jsonl_lazyr open_writerr rhr#write open_manifestrrrfrgr[rrto_fileparent)#rurvrwrxryrzworkdir workdir_pathaudio_subdir_paths audio_diraudio_dir_pathaudio_partition_diraudio_partition_dir_pathtranscript_subdir_pathstranscript_dirtranscript_dir_path audio_pathstranscript_pathssessions_data_pathsessions_data_f tmp_sessions recs_pathrcreate_recordings_input err_recosrqwriterrrreco sups_pathrcreate_supervisions_inputerr_supstmp_supervisionssr)ryrRrprepare_fisher_englishrs                    r),__doc__rU itertoolsrkrrfrconcurrent.futuresrrpathlibr subprocessrtypingrrr r r tqdm.autor lhotse.audior r lhotse.qarrlhotse.supervisionrr lhotse.utilsrrFISHER_AUDIO_DIRSFISHER_TRANSCRIPT_DIRSrIrintr#r[rtboolrrrrrsp       /