142 citations · 279 across the 10 of their papers we have counts for
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cs.SD2021★ 2 cited
Towards Learning Universal Audio Representations
Luyu Wang, Pauline Luc, Yan Wu +8
The ability to learn universal audio representations that can solve diverse speech, music, and environment tasks can spur many applications that require general sound content under…
cs.SD2021★ 20 cited
Multimodal Self-Supervised Learning of General Audio Representations
Luyu Wang, Pauline Luc, Adria Recasens +2
We present a multimodal framework to learn general audio representations from videos. Existing contrastive audio representation learning methods mainly focus on using the audio mod…
cs.SD2021★ 30 cited
Multi-Format Contrastive Learning of Audio Representations
Luyu Wang, Aaron van den Oord
Recent advances suggest the advantage of multi-modal training in comparison with single-modal methods. In contrast to this view, in our work we find that similar gain can be obtain…