batch: list of elements from Dataset.__getitem__

Zero-padding input according to window/stride size.

Prepare the parameters for Muon optimizer. Be careful at using this function to prepare the parameters for Muon optimizer. It's not likely acting

A wrapper function for 'process_folder' that unpacks the arguments. Parameters: - args (Tuple[str, str, List[str], bool]): A Tuple contai

Register a custom model, gettable with `models.get`. Args: custom_model: Custom model to register.

Sample rate of the audio that the model is trained on. :type: float

Trains the model based on the provided arguments, including data preparation, optimizer setup, and loss calculation. The model is trained for

Return a length that is appropriate for evaluation. In our case, always return the training length, unless it is smaller than

Perform validation on a subprocess with multi-processing support. Each process handles inference on a subset of the mixture files and updat