Huy Le Nguyen — accepted AI-conference papers

2021

Multi-View Audio And Music Classification

Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin +1

ICASSP 2021accepted

We propose in this work a multi-view learning approach for audio and music classification. Considering four typical low-level representations (i.e. different views) commonly used for audio and music recognition tasks, the proposed multi-view network consists of four subnetworks, each handling one in…

Cited by 19 Source ↗Scholar ↗

2021

Self-Attention Generative Adversarial Network for Speech Enhancement

Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin +1

ICASSP 2021accepted

Existing generative adversarial networks (GANs) for speech enhancement solely rely on the convolution operation, which may obscure temporal dependencies across the sequence input. To remedy this issue, we propose a self-attention layer adapted from non-local attention, coupled with the convolutional…

Cited by 0 Source ↗Scholar ↗