U fgŽã@sfddlmZddlmZddlmZddlZddlmZddlZddl Z ddl Z ddl Z ddd„Z dS)é)Úabsolute_import)Údivision)Úprint_functionNc Cs g}|r”|jdkrì|jjdkrìtj |¡rztjj|dd}|tjj|dd7}|tjj|dd7}|tjj|dd7}nn|  ¡  d¡s¤|  ¡  d ¡s¤|  ¡  d ¡r°|  |¡n8t |ƒ*}|D]}|  ¡ ¡}|  |d ¡q¾W5QRX|Stj |¡r*tjj|d d}t|ƒd krtjj|d d}nf|  ¡  d¡sJ|  ¡  d¡rV|  |¡n:t |ƒ,}|D] }|  ¡ ¡}|  |d ¡qdW5QRX|St |ƒd}|D]X}|  ¡ ¡}t|ƒdkrÔ|d |ddœ}nt|ƒdkrîd|d i}|  |¡q¢W5QRX|S)a¥ Reads and processes the input file or directory to extract audio file paths or configuration data. Parameters: args: The args input_path (str): Path to a file or directory containing audio data or file paths. decode (bool): If True (decode=1) for decoding, process the input as audio files directly (find .wav or .flac files) or from a .scp file. If False (decode=0) for training, assume the input file contains lines with paths to audio files. Returns: processed_list (list): A list of processed file paths or a list of dictionaries containing input and optional condition audio paths. Útarget_speaker_extractionÚlipZmp4)ÚextZaviZmovZMOVz.mp4z.aviz.movrÚwavÚflacz.wavz.flacéé)ÚinputsZcondition_audior )ÚtaskÚnetwork_referenceÚcueÚosÚpathÚisdirÚlibrosaÚutilÚ find_filesÚlowerÚendswithÚappendÚopenÚstripÚsplitÚlen) ÚargsÚ input_pathÚdecodeÚprocessed_listÚfidÚlineÚpath_sÚ tmp_pathsÚsample©r&ú[/mnt/nas/mit_sg/shengkui.zhao/speech_codec/clear_speech_local/clearvoice/dataloader/misc.pyÚread_and_config_filesH   *          r()r) Ú __future__rrrÚtorchÚtorch.nnÚnnÚnumpyÚnprÚsysrr(r&r&r&r'Ús