Apply MixUp, CutMix, and combination of both to audio waveforms before converting to Spectrogram or MelSpectrogram
class
AudioMixHandler
[source]
AudioMixHandler
(alpha
=0.5
, stack_y
=True
) :: MixHandler
Mixup base for TensorAudio
AudioCutMixUp
(mix_alpha
=0.4
, cut_alpha
=1.0
, stack_y
=True
, cut_ratio
=1
, mix_ratio
=1
) :: AudioMixUp
Implementation of Mixup or CutMix for TensorAudio
AudioCutMixUpAugment
(mix_alpha
=0.4
, cut_alpha
=1.0
, stack_y
=True
, aug_ratio
=1
, cut_ratio
=1
, mix_ratio
=1
, augs_only
=None
, wave_augs
=False
) :: AudioMixUp
Implementation of Mixup, CutMix, or Augment for TensorAudio