o
    W+ i"                     @   s   d dl mZmZ d dlZd dlZd dlmZ d dlm	Z	 d dl
mZmZ d dlmZ d dlmZ ejejejdG d	d
 d
eZdS )    )AnyDictN)	Pipelines)
OutputKeys)InputPipeline)	PIPELINES)Tasks)module_namec                       s   e Zd ZdZdZ fddZdedeee	f fddZ
deee	f deee	f fd	d
Zdeee	f deee	f fddZ  ZS )SSRPipelinezANS (Acoustic Noise Suppression) Inference Pipeline .

    When invoke the class with pipeline.__call__(), it accept only one
    parameter:
        inputs(str): the path of wav file
    i  c                    s2   t  jdd|i| | j  |dd| _dS )z
        use `model` and `preprocessor` to create a kws pipeline for prediction
        Args:
            model: model id on modelscope hub.
        modelstream_modeFN )super__init__r   evalgetr   )selfr   kwargs	__class__r   s/home/app/PaddleOCR-VL-test/.venv_paddleocr/lib/python3.10/site-packages/modelscope/pipelines/audio/ssr_pipeline.pyr      s   
zSSRPipeline.__init__inputsreturnc                 K      |S Nr   )r   r   Zpreprocess_paramsr   r   r   
preprocess%      zSSRPipeline.preprocessc                 K   sT   t   | |}W d    n1 sw   Y  |d9 }t|d }tj|iS )Ng      @Zint16)torchZno_gradr   nparraytobytesr   Z
OUTPUT_PCM)r   r   Zforward_paramsZoutputsr   r   r   forward(   s   

zSSRPipeline.forwardc                 K   r   r   r   )r   r   r   r   r   r   postprocess0   r   zSSRPipeline.postprocess)__name__
__module____qualname____doc__ZSAMPLE_RATEr   r   r   strr   r   r"   r#   __classcell__r   r   r   r   r      s    


*r   )typingr   r   numpyr   r   Zmodelscope.metainfor   Zmodelscope.outputsr   Zmodelscope.pipelines.baser   r   Zmodelscope.pipelines.builderr   Zmodelscope.utils.constantr	   Zregister_moduleZspeech_super_resolutionZ!speech_super_resolution_inferencer   r   r   r   r   <module>   s   