Jingru Wang

Attention Mixup: An Accurate Mixup Scheme Based On Interpretable Attention Mechanism for Multi-Label Audio Classification

Mixup proves to be an efficient data augmentation method on audio classification tasks. Original mixup scheme directly mixes the waveform of two random samples, which not only ignores the temporal distribution of the sound events but may also interfere with the original sound events in another sampl…