o j@sNddlZddlZddlZddlZddlZddlZddlmZddlmZm Z e dddZ ddZ e d krejd d Zejd d edddejddedddejddddddejddeddd ejd!d"edd#d ejd$d%edd&d ejd'edd(d ejd)edd*d eZejdkreje_eejejd+Ze dSdS),N)tqdm)get_vad_model_and_utilsremove_silencecCsv|tjtjdtjtjd}tj|rtjs|dfSt |j j dddt t||tjtjd\}}||fS)NFT)parentsexist_ok)trim_just_beginning_and_enduse_cuda)replaceospathjoinargs input_dir output_direxistsforcepathlibPathparentmkdirrmodel_and_utilsr r ) audio_path output_path is_speechrS/home/kuhnn/.local/lib/python3.10/site-packages/TTS/bin/remove_silence_using_vad.pyadjust_path_and_remove_silences$ rcCs`ttjtjtjtjdd}tdt|tj stdtj r&tdntdg}|rtj dkrht j tj d}tt|t|t|d d }Wdn1sTwY|D] \}}|sf||q[nt|D]}t|\}}|s{||qlttjtjd d d d}|D] }|t|dqWddS1swYdStddS)NT) recursivez> Number of files: z<> Ignoring files that already exist in the output idrectory.z?> Trimming just the beginning and the end with nonspeech parts.z> Trimming all nonspeech parts.r) processeszProcessing audio files)totaldesczfiltered_files.txtwzutf-8)encoding z> No files Found !)sortedglobr r rrrprintlenrr num_processesmultiprocessingPoollistrimap_unorderedrappendopenrwritestr)filesfiltered_filespoolresultsrrffilerrrpreprocess_audios"sF         " r9__main__zpython TTS/bin/remove_silence_using_vad.py -i=VCTK-Corpus/ -o=VCTK-Corpus-removed-silence/ -g=wav48_silence_trimmed/*/*_mic1.flac --trim_just_beginning_and_end True) descriptionz-iz --input_dirzDataset root dirT)typehelprequiredz-oz --output_dirzOutput Dataset dirr)r<r=defaultz-fz--forceF store_truez!Force the replace of exists files)r?actionr=z-gz--globz**/*.wavzDpath in glob format for acess wavs from input_dir. ex: wav48/*/*.wav)r<r?r=z-tz--trim_just_beginning_and_endzIf True this script will trim just the beginning and end nonspeech parts. If False all nonspeech parts will be trim. Default Truez-cz --use_cudazIf True use cudaz --use_onnxzIf True use onnxz--num_processeszNumber of processes to use)r use_onnx)argparser'r+r rtorchr TTS.utils.vadrrset_num_threadsrr9__name__ArgumentParserparser add_argumentr2boolint parse_argsrrrr rBrrrrrsr  +