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11/25/2022
Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers
The success of supervised deep learning methods is largely due to their ...
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08/18/2022
Musika! Fast Infinite Waveform Music Generation
Fast and user-controllable music generation could enable novel ways of c...
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07/12/2022
EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use
In audio classification, differentiable auditory filterbanks with few pa...
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10/11/2021
Efficient Training of Audio Transformers with Patchout
The great success of transformer-based models in natural language proces...
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07/19/2021
Over-Parameterization and Generalization in Audio Classification
Convolutional Neural Networks (CNNs) have been dominating classification...
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04/30/2019
Deep Learning for Audio Signal Processing
Given the recent surge in developments of deep learning, this article pr...
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05/09/2016