1.1k citations · 1.7k across the 22 of their papers we have counts for
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cs.SD2022★ 109 cited
Masked Autoencoders that Listen
Po-Yao Huang, Hu Xu, Juncheng Li +5
This paper studies a simple extension of image-based Masked Autoencoders (MAE) to self-supervised representation learning from audio spectrograms. Following the Transformer encoder…
cs.SD2022★ 1 cited
On Adversarial Robustness of Large-scale Audio Visual Learning
Juncheng B Li, Shuhui Qu, Xinjian Li +2
As audio-visual systems are being deployed for safety-critical tasks such as surveillance and malicious content filtering, their robustness remains an under-studied area. Existing…
cs.SD2022★ 2 cited
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification
Juncheng B Li, Shuhui Qu, Po-Yao Huang +1
After its sweeping success in vision and language tasks, pure attention-based neural architectures (e.g. DeiT) are emerging to the top of audio tagging (AT) leaderboards, which see…