modeling_usad.py

# modeling_usad.py

from transformers import PreTrainedModel
from .configuration_usad import USADConfig
from .usad_model import UsadModel as model


class USADModel(PreTrainedModel):
    config_class = USADConfig

    def __init__(self, config: USADConfig):
        super().__init__(config)
        self.model = model(config)

    def forward(self, *args, **kwargs):
        return self.model(*args, **kwargs)

    def load_audio(self, audio_path):
        return self.model.load_audio(audio_path)