2 papers
cs.CL2024
Towards the Next Frontier in Speech Representation Learning Using Disentanglement
Varun Krishna, Sriram Ganapathy
The popular frameworks for self-supervised learning of speech representations have largely focused on frame-level masked prediction of speech regions. While this has shown promisin…
eess.AS2023
Representation Learning With Hidden Unit Clustering For Low Resource Speech Applications
Varun Krishna, Tarun Sai, Sriram Ganapathy
The representation learning of speech, without textual resources, is an area of significant interest for many low resource speech applications. In this paper, we describe an approa…