An adaptive Gabor filterbank front-end controlled by a neural feedback loop outperforms the LEAF learnable front-end on eight speech, sound event, and music classification tasks.
LEAF: A Learnable Frontend for Audio Classification,
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Should Audio Front-ends be Adaptive? Comparing Learnable and Adaptive Front-ends
An adaptive Gabor filterbank front-end controlled by a neural feedback loop outperforms the LEAF learnable front-end on eight speech, sound event, and music classification tasks.