+
    TV-j®  ã                  óv   € R t ^ RIHt ^ RIt^ RIt^ RIHt RRRR/tR R	 ltR
 t	R t
]R8X  d
   ]
! 4        R# R# )aÐ  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
)ÚannotationsN)ÚPathÚ
deepfilterÚdeepfilternetÚ
mossformerÚmossformer2c               ó    € V ^8„  d   QhRRRR/# )é   Ú
model_nameÚstrÚreturn© )Úformats   "Úg/Volumes/fast/ai/experiments/ui-tars-smoke/.venv/lib/python3.14/site-packages/mlx_audio/sts/generate.pyÚ__annotate__r      s   € ÷ 	ñ 	 3ð 	¨3ñ 	ó    c           	     óÔ   € V P                  4       p\        P                  4        F  w  r#W!9   g   K  Vu # 	  \        RV  RRP	                  \        P                  4       4       24      h)z,Detect model type from repo ID or path name.zCannot detect model type from 'z'. Supported models: z, )ÚlowerÚ
REPO_HINTSÚitemsÚ
ValueErrorÚjoinÚkeys)r
   r   ÚhintÚ
model_types   &   r   Ú_detect_model_typer      sg   € à×ÑÓ€EÜ&×,Ñ,Ö.ÑˆØŽ=ØÒñ /ô Ø
)¨*¨ð 6Ø!ŸY™Y¤z§¡Ó'8Ó9Ð:ð	<óð r   c                 óÂ  € \         P                  ! R R7      p V P                  R\        RRR7       V P                  R\        RRR	7       V P                  R
\        RRR7       V P                  RRRR7       V P	                  R4      pVP                  R\
        R. RORR7       VP                  R\        RRR7       VP                  RRRR7       V P                  4       # )z+Enhance audio using speech-to-speech models)Údescriptionz--modelzmlx-community/DeepFilterNet-mlxz.HuggingFace repo ID or local path to the model)ÚtypeÚdefaultÚhelpz--audioTzPath to the input audio file)r   Úrequiredr    z--output-pathNz6Output audio file path (default: <input>_enhanced.wav)z	--verboseÚ
store_truez%Print detailed processing information)Úactionr    zDeepFilterNet optionsz	--versionz.DeepFilterNet version (1, 2, or 3). Default: 3)r   r   Úchoicesr    z--subfolderz1Subfolder within the model repo (e.g. v1, v2, v3)z--streamz9Use streaming enhancement mode (DeepFilterNet v2/v3 only))é   r	   é   )ÚargparseÚArgumentParserÚadd_argumentr   Úadd_argument_groupÚintÚ
parse_args)ÚparserÚdfns     r   r,   r,   #   s  € Ü×$Ò$ØAô€Fð ×ÑØÜØ1Ø=ð	 ô ð ×ÑØÜØØ+ð	 ô ð ×ÑØÜØØEð	 ô ð ×ÑØØØ4ð ô ð ×
#Ñ
#Ð$;Ó
<€CØ×ÑØÜØÚØ=ð ô ð ×ÑØÜØØ@ð	 ô ð ×ÑØØØHð ô ð ×ÑÓÐr   c                 óÂ  € \        4       p \        V P                  4      P                  4       P	                  4       pVP                  4       '       g   \        R V 24      hV P                  '       d3   \        V P                  4      P                  4       P	                  4       pM"VP                  VP                  R,           4      p\        V P                  4      pV P                  '       dC   \        RV P                   24       \        RV 24       \        RV 24       \        RV 24       \        P                  ! 4       pVR8X  dÂ   ^ RIHp RV P                  /pV P"                  e   V P"                  VR
&   MV P$                  e   V P$                  VR&   VP&                  ! R/ VB pV P(                  '       d(   VP+                  \-        V4      \-        V4      4       RpM VP/                  \-        V4      \-        V4      4       RpMyVR8X  ds   ^ RIHp	 ^ RIHp
 V
P'                  V P                  4      pVP9                  \-        V4      4      pV	P;                  \-        V4      W·P<                  P>                  4       Rp\        P                  ! 4       V,
          pV P                  '       d   \        RX 24       \        RVR R24       \        RV 24       R	# )zInput audio file not found: Ú	_enhancedzModel:  zType:   zInput:  zOutput: r   )ÚDeepFilterNetModelÚmodel_name_or_pathNÚversionÚ	subfolderÚ	streamingÚoffliner   )Úaudio_io)ÚMossFormer2SEModelzMode:   zTime:   z.2fÚszSaved:  r   ) r,   r   ÚaudioÚ
expanduserÚresolveÚexistsÚFileNotFoundErrorÚoutput_pathÚ	with_stemÚstemr   ÚmodelÚverboseÚprintÚtimeÚ"mlx_audio.sts.models.deepfilternetr1   r3   r4   Úfrom_pretrainedÚstreamÚenhance_file_streamingr   Úenhance_fileÚ	mlx_audior7   Ú#mlx_audio.sts.models.mossformer2_ser8   ÚenhanceÚwriteÚconfigÚsample_rate)ÚargsÚin_pathÚout_pathr   Ústartr1   Úload_kwargsrB   Úmoder7   r8   ÚenhancedÚelapseds                r   ÚmainrY   W   s0  € Ü‹<€Dä�4—:‘:Ó×)Ñ)Ó+×3Ñ3Ó5€GØ�>‰>×ÒÜÐ">¸w¸iÐ HÓIÐIà××ÐÜ˜×(Ñ(Ó)×4Ñ4Ó6×>Ñ>Ó@‰à×$Ñ$ W§\¡\°KÕ%?Ó@ˆä# D§J¡JÓ/€Jà‡|‡|€|Ü�˜Ÿ™˜Ð%Ô&Ü�˜˜Ð%Ô&Ü�˜˜	Ð"Ô#Ü�˜˜
Ð#Ô$ä�IŠI‹K€Eà�_Ô$ÝIà+¨T¯Z©ZÐ8ˆØ�<‰<Ò#Ø%)§\¡\ˆK˜	Ò"Ø�^‰^Ò'Ø'+§~¡~ˆK˜Ñ$à"×2Ò2ÑA°[ÑAˆà�;�;ˆ;Ø×(Ñ(¬¨W«´s¸8³}ÔEØ‰Dà×Ñœs 7›|¬S°«]Ô;Ø‰Dà	�}Ô	$Ý&ÝJà"×2Ñ2°4·:±:Ó>ˆØ—=‘=¤ W£Ó.ˆØ�‰”s˜8“} h·±×0HÑ0HÔIØˆä�iŠi‹k˜EÕ!€Gà‡|‡|€|Ü�˜˜ÐÔ Ü�˜ ˜ QÐ'Ô(ä	ˆH�X�JÐ
Ö r   Ú__main__)Ú__doc__Ú
__future__r   r'   rE   Úpathlibr   r   r   r,   rY   Ú__name__r   r   r   Ú<module>r_      sP   ðñõ #ã Û Ý ð �/Ø�-ð€
õ	ò1òh7!ðt ˆzÔÙ†Fñ r   