
    (HJj                    h    d Z ddlmZ ddlZddlZddlmZ dddZddZd	 Z	d
 Z
edk(  r e
        yy)a  Generate enhanced audio using speech-to-speech models.

Usage:
    python -m mlx_audio.sts.generate --model mlx-community/DeepFilterNet-mlx --audio noisy.wav
    python -m mlx_audio.sts.generate --model mlx-community/DeepFilterNet-mlx --audio noisy.wav --version 2
    python -m mlx_audio.sts.generate --model mlx-community/DeepFilterNet-mlx --audio noisy.wav --stream
    python -m mlx_audio.sts.generate --model starkdmi/MossFormer2_SE_48K_MLX --audio noisy.wav
    )annotationsN)Pathdeepfilternetmossformer2)
deepfilter
mossformerc           	         | j                         }t        j                         D ]  \  }}||v s|c S  t        d|  ddj	                  t        j                                      )z,Detect model type from repo ID or path name.zCannot detect model type from 'z'. Supported models: z, )lower
REPO_HINTSitems
ValueErrorjoinkeys)
model_namer
   hint
model_types       `/Users/ahmed/devFolder/claude-voice/.venv/lib/python3.12/site-packages/mlx_audio/sts/generate.py_detect_model_typer      sk    E&,,.j5= / 
)* 6!YYz'89:	<     c                    t        j                  d      } | j                  dt        dd       | j                  dt        dd	
       | j                  dt        d d       | j                  ddd       | j	                  d      }|j                  dt
        d g dd       |j                  dt        d d       |j                  ddd       | j                         S )Nz+Enhance audio using speech-to-speech models)descriptionz--modelzmlx-community/DeepFilterNet-mlxz.HuggingFace repo ID or local path to the model)typedefaulthelpz--audioTzPath to the input audio file)r   requiredr   z--output-pathz6Output audio file path (default: <input>_enhanced.wav)z	--verbose
store_truez%Print detailed processing information)actionr   zDeepFilterNet optionsz	--version)         z.DeepFilterNet version (1, 2, or 3). Default: 3)r   r   choicesr   z--subfolderz1Subfolder within the model repo (e.g. v1, v2, v3)z--streamz9Use streaming enhancement mode (DeepFilterNet v2/v3 only))argparseArgumentParseradd_argumentstradd_argument_groupint
parse_args)parserdfns     r   r(   r(   #   s   $$AF 1=	   +	   E	   4   
#
#$;
<C=   @	   H   r   c                 b   t               } t        | j                        j                         j	                         }|j                         st        d|       | j                  r2t        | j                        j                         j	                         }n|j                  |j                  dz         }t        | j                        }| j                  rBt        d| j                          t        d|        t        d|        t        d|        t        j                         }|dk(  rdd	lm} d
| j                  i}| j"                  | j"                  |d<   n| j$                  | j$                  |d<    |j&                  di |}| j(                  r'|j+                  t-        |      t-        |             d}n|j/                  t-        |      t-        |             d}nx|dk(  rsddlm}	 ddlm}
 |
j'                  | j                        }|j9                  t-        |            }|	j;                  t-        |      ||j<                  j>                         d}t        j                         |z
  }| j                  rt        d        t        d|dd       t        d|        y )NzInput audio file not found: 	_enhancedzModel:  zType:   zInput:  zOutput: r   r   )DeepFilterNetModelmodel_name_or_pathversion	subfolder	streamingoffliner   )audio_io)MossFormer2SEModelzMode:   zTime:   z.2fszSaved:   ) r(   r   audio
expanduserresolveexistsFileNotFoundErroroutput_path	with_stemstemr   modelverboseprinttime"mlx_audio.sts.models.deepfilternetr-   r/   r0   from_pretrainedstreamenhance_file_streamingr%   enhance_file	mlx_audior3   #mlx_audio.sts.models.mossformer2_ser4   enhancewriteconfigsample_rate)argsin_pathout_pathr   startr-   load_kwargsr?   moder3   r4   enhancedelapseds                r   mainrV   W   s)   <D4::))+335G>>">wi HII(()446>>@$$W\\K%?@#DJJ/J||%&%&	"#
#$IIKE_$I+TZZ8<<#%)\\K	"^^''+~~K$2"22A[A;;((Ws8}EDs7|S];D	}	$&J"224::>==W.s8}h0H0HIiikE!G|| Q'(	HXJ
 r   __main__)r   r%   returnr%   )__doc__
__future__r   r"   rB   pathlibr   r   r   r(   rV   __name__r6   r   r   <module>r]      sL    #    "
	1h7!t zF r   