Self-supervised Predictive Coding Models Encode Speaker and Phonetic
Information in Orthogonal Subspaces

Self-supervised Predictive Coding Models Encode Speaker and Phonetic Information in Orthogonal Subspaces

21 May 2023

Hao Tang

Sharon Goldwater

Papers citing "Self-supervised Predictive Coding Models Encode Speaker and Phonetic Information in Orthogonal Subspaces"

9 / 9 papers shown

Title
Can Diffusion Models Disentangle? A Theoretical Perspective Liming Wang Muhammad Jehanzeb Mirza Yishu Gong Yuan Gong Jiaqi Zhang Brian Tracey Katerina Placek Marco Vilela James Glass DiffM CoGe 82 0 0 31 Mar 2025
Do Discrete Self-Supervised Representations of Speech Capture Tone Distinctions? Opeyemi Osakuade Simon King 29 0 0 25 Oct 2024
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget Andy T. Liu Yi-Cheng Lin Haibin Wu Stefan Winkler Hung-yi Lee 31 1 0 09 Sep 2024
Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations Mukhtar Mohamed Oli Danyi Liu Hao Tang Sharon Goldwater SSL 36 2 0 13 Jun 2024
A predictive learning model can simulate temporal dynamics and context effects found in neural representations of continuous speech Oli Danyi Liu Hao Tang Naomi H Feldman Sharon Goldwater 19 1 0 13 May 2024
Towards Matching Phones and Speech Representations Gene-Ping Yang Hao Tang SSL 19 1 0 26 Oct 2023
What Do Self-Supervised Speech Models Know About Words? Ankita Pasad C. Chien Shane Settle Karen Livescu SSL 16 26 0 30 Jun 2023
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages Yu Zhang Wei Han James Qin Yongqiang Wang Ankur Bapna ... Pedro J. Moreno Chung-Cheng Chiu J. Schalkwyk Franccoise Beaufays Yonghui Wu VLM 77 250 0 02 Mar 2023
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models Ramon Sanabria Hao Tang Sharon Goldwater SSL 38 18 0 28 Oct 2022