o i@szddlZddlZddlZddlZddlmZddlZddlZddl m Z ddZ ddZ e dkr;e ejd ddSdS) N) strtobool)enhancecCstjdtjtjd}|jdddd|jdddd|jd dd d|jd d td d|jddtddgdd|jddtdd|jddtdd|jdddtdd|jddtdd|jdtddd |jd!td"d#|jd$tdd%d&|jd'tdd(d |jd)tdd*d |jd+td,gd-d.d/|jd0td1d2d |jd3tdd4d |jd5tdd6d |jd7td8d9d |jd:tdd;d |jdd |jd?td@dAd |jdBtdCdAd |S)DNz+Enhance noisy speech for speech recognition) descriptionconfig_file_parser_classformatter_classz--configTzconfig file path)is_config_filehelpz --config2zCsecond config file path that overwrites the settings in `--config`.z --config3zRthird config file path that overwrites the settings in `--config` and `--config2`.z--ngpurzNumber of GPUs)defaulttyperz --backendchainerpytorchzBackend library)r r choicesrz --debugmode Debugmodez--seedz Random seedz --verbosez-VzVerbose optionz --batchsizez9Batch size for beam search (0: means no batch processing)z--preprocess-confz-The configuration file for the pre-processing)r r rz --recog-jsonz#Filename of recognition data (json))r rz--modelzModel file parameters to read)r requiredrz --model-confzModel config filez--enh-wspecifierzFSpecify the output way for enhanced speech.e.g. ark,scp:outdir,wav.scpz--enh-filetypesound)mathdf5z sound.hdf5rzPSpecify the file format for enhanced speech. "mat" is the matrix format in kaldi)r r r rz--fsi>zThe sample frequencyz --keep-lengthzDAdjust the output length to match with the input for enhanced speechz --image-dirz The directory saving the images.z --num-imageszQThe number of images files to be saved. If negative, all samples are to be saved.z --apply-istftz*Apply istft to the output from the networkz--istft-win-lengthiz[The window length for istft. This option is ignored if stft is found in the preprocess-confz--istft-n-shiftzYThe window type for istft. This option is ignored if stft is found in the preprocess-confz--istft-windowhann) configargparseArgumentParserYAMLConfigFileParserArgumentDefaultsHelpFormatteradd add_argumentintstrr)parserr J/home/ubuntu/.local/lib/python3.10/site-packages/espnet/bin/asr_enhance.py get_parsers r"cCsBt}||}|jdkrtjtjddn|jdkr$tjtjddn tjtjddtd|j dkrit j d}|durFtdn|j t |d krZtd td|j dkritd tdtd t j d dt|jtj|jtd|jtd|j|jdkrt|dStd)Nrz>%(asctime)s (%(module)s:%(lineno)d) %(levelname)s: %(message)s)levelformatzSkip DEBUG/INFO messagesrCUDA_VISIBLE_DEVICESz CUDA_VISIBLE_DEVICES is not set.,z/#gpus is not matched with CUDA_VISIBLE_DEVICES.z!The program only supports ngpu=1.zpython path = PYTHONPATHz(None)zset random seed = %dz backend = r zOnly pytorch is supported.)r" parse_argsverboselogging basicConfigINFODEBUGWARNwarningngpuosenvirongetlenspliterrorsysexitinforandomseednpbackendr ValueError)argsrcvdr r r!mainsF               rB__main__r)r+r2r;r8distutils.utilrrnumpyr=espnet.asr.pytorch_backend.asrrr"rB__name__argvr r r r!s  {4