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cs.SD2022★ 3 cited
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning
Sreyan Ghosh, Ashish Seth, and Deepak Mittal +2
Inspired by the recent progress in self-supervised learning for computer vision, in this paper we introduce DeLoRes, a new general-purpose audio representation learning approach. O…
cs.SD2021★ 15 cited
DECAR: Deep Clustering for learning general-purpose Audio Representations
Sreyan Ghosh, Sandesh V Katta, Ashish Seth +1
We introduce DECAR, a self-supervised pre-training approach for learning general-purpose audio representations. Our system is based on clustering: it utilizes an offline clustering…