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load_audiolog_mel_spectrogrampad_or_trim)DecodingOptionsDecodingResultdecodedetect_language)WhisperModelDimensions)
transcribezhttps://openaipublic.azureedge.net/main/whisper/models/d3dd57d32accea0b295c96e26691aa14d8822fac7d9d27d5dc00b4ca2826dd03/tiny.en.ptzhttps://openaipublic.azureedge.net/main/whisper/models/65147644a518d12f04e32d6f3b26facc3f8dd46e5390956a9424a650c0ce22b9/tiny.ptzhttps://openaipublic.azureedge.net/main/whisper/models/25a8566e1d0c1e2231d1c762132cd20e0f96a85d16145c3a00adf5d1ac670ead/base.en.ptzhttps://openaipublic.azureedge.net/main/whisper/models/ed3a0b6b1c0edf879ad9b11b1af5a0e6ab5db9205f891f668f8b0e6c6326e34e/base.ptzhttps://openaipublic.azureedge.net/main/whisper/models/f953ad0fd29cacd07d5a9eda5624af0f6bcf2258be67c92b79389873d91e0872/small.en.ptzhttps://openaipublic.azureedge.net/main/whisper/models/9ecf779972d90ba49c06d968637d720dd632c55bbf19d441fb42bf17a411e794/small.ptzhttps://openaipublic.azureedge.net/main/whisper/models/d7440d1dc186f76616474e0ff0b3b6b879abc9d1a4926b7adfa41db2d497ab4f/medium.en.ptzhttps://openaipublic.azureedge.net/main/whisper/models/345ae4da62f9b3d59415adc60127b97c714f32e89e936602e85993674d08dcb1/medium.ptzhttps://openaipublic.azureedge.net/main/whisper/models/e4b87e7e0bf463eb8e6956e646f1e277e901512310def2c24bf0e11bd3c28e9a/large-v1.ptzhttps://openaipublic.azureedge.net/main/whisper/models/81f7c96c852ee8fc832187b0132e569d6c3065a3252ed18e56effd0b6a73e524/large-v2.pt)ztiny.entinyzbase.enbasezsmall.ensmallz	medium.enmediumzlarge-v1zlarge-v2largeurlroot	in_memoryreturnc              
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 qW d    n1 sw   Y  W d    n1 sw   Y  W d    n1 sw   Y  t	|d
 }t| |krtd|r|S |S )NT)exist_ok/z! exists and is not a regular filerbzH exists, but the SHA256 checksum does not match; re-downloading the filewbzContent-LengthP   iBi   )totalncolsunit
unit_scaleunit_divisori    zeModel has been downloaded but the SHA256 checksum does not not match. Please retry loading the model.)osmakedirssplitpathjoinbasenameexistsisfileRuntimeErroropenreadhashlibsha256	hexdigestwarningswarnurllibrequesturlopenr   intinfogetwriteupdatelen)r   r   r   expected_sha256download_targetfmodel_bytessourceoutputloopbuffer rG   D/home/ubuntu/.local/lib/python3.10/site-packages/whisper/__init__.py	_download    s>   
"

 
rI   c                   C   s   t t S )z%Returns the names of available models)list_MODELSkeysrG   rG   rG   rH   available_modelsB   s   rM   Fnamedevicedownload_rootc           	      C   s  |du rt j rdnd}|du r!tdtjtjddd}| tv r.t	t|  ||}ntj
| r@|r=t| d n| }ntd	|  d
t  |rRt|nt|d}t j||d}W d   n1 siw   Y  ~tdi |d }t|}||d  ||S )ae  
    Load a Whisper ASR model

    Parameters
    ----------
    name : str
        one of the official model names listed by `whisper.available_models()`, or
        path to a model checkpoint containing the model dimensions and the model state_dict.
    device : Union[str, torch.device]
        the PyTorch device to put the model into
    download_root: str
        path to download the model files; by default, it uses "~/.cache/whisper"
    in_memory: bool
        whether to preload the model weights into host memory

    Returns
    -------
    model : Whisper
        The Whisper ASR model instance
    NcudacpuXDG_CACHE_HOME~z.cachewhisperr   zModel z not found; available models = )map_locationdimsmodel_state_dictrG   )torchrQ   is_availabler&   getenvr)   r*   
expanduserrK   rI   r-   r/   r0   r.   rM   ioBytesIOloadr   r   load_state_dictto)	rN   rO   rP   r   checkpoint_filefp
checkpointrW   modelrG   rG   rH   
load_modelG   s(   
rf   )NNF) r1   r]   r&   r6   r4   typingr   r   r   rY   r   audior   r   r	   decodingr
   r   r   r   re   r   r   r   rK   strboolbytesrI   rM   rO   rf   rG   rG   rG   rH   <module>   s6    ""2