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Vector-Quantized Autoregressive Predictive Coding

Published • Oct 25, 2020
Authors:
Yu-An Chung
,
Hao Tang
,
James Glass

Abstract

Autoregressive Predictive Coding (APC), as a self-supervised objective, has enjoyed success in learning representations from large amounts of unlabeled data, and the learned representations are rich for many downstream tasks.However, the connection between low self-supervised loss and strong perform...

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