Audio model

class expert.core.congruence.audio_emotions.audio_model.AudioModel(pretrained: bool = True, device: torch.device | None = None)

Bases: torch.nn.modules.module.Module

Model for emotion classification by audio signal.

property device: torch.device

Check the device type.

Returns

Device type on local machine.

Return type

torch.device

forward(input_data)

Defines the computation performed at every call.

Should be overridden by all subclasses.

Note

Although the recipe for forward pass needs to be defined within this function, one should call the Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.