torchaudio.models.hubert_base

torchaudio.models.hubert_base(encoder_projection_dropout: float = 0.1, encoder_attention_dropout: float = 0.1, encoder_ff_interm_dropout: float = 0.0, encoder_dropout: float = 0.1, encoder_layer_drop: float = 0.05, aux_num_out: Optional[int] = None) → Wav2Vec2Model

Builds “base” HuBERT from HuBERT [Hsu et al., 2021]

Parameters:

• encoder_projection_dropout (float) – See wav2vec2_model().

• encoder_attention_dropout (float) – See wav2vec2_model().

• encoder_ff_interm_dropout (float) – See wav2vec2_model().

• encoder_dropout (float) – See wav2vec2_model().

• encoder_layer_drop (float) – See wav2vec2_model().

• aux_num_out (int or None, optional) – See wav2vec2_model().

Returns:

The resulting model.

Return type:

Wav2Vec2Model