Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised
Speech Models

Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models

28 October 2022

Hao Tang

Sharon Goldwater

Papers citing "Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models"

13 / 13 papers shown

Title
Discrete Speech Unit Extraction via Independent Component Analysis Tomohiko Nakamura Kwanghee Choi Keigo Hojo Yoshiaki Bando Satoru Fukayama Shinji Watanabe 43 0 0 11 Jan 2025
What Do Speech Foundation Models Not Learn About Speech? Abdul Waheed Hanin Atwany Bhiksha Raj Rita Singh SSL 27 1 0 16 Oct 2024
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming Simon Malan Benjamin van Niekerk Herman Kamper 23 0 0 22 Sep 2024
Self-Supervised Speech Representations are More Phonetic than Semantic Kwanghee Choi Ankita Pasad Tomohiko Nakamura Satoru Fukayama Karen Livescu Shinji Watanabe 29 14 0 12 Jun 2024
Crossmodal ASR Error Correction with Discrete Speech Units Yuanchao Li Pinzhen Chen Peter Bell Catherine Lai 26 6 0 26 May 2024
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations Amit Meghanani Thomas Hain SSL 27 1 0 13 Mar 2024
Layer-Wise Analysis of Self-Supervised Acoustic Word Embeddings: A Study on Speech Emotion Recognition Alexandra Saliba Yuanchao Li Ramon Sanabria Catherine Lai 22 8 0 04 Feb 2024
Revisiting speech segmentation and lexicon learning with better features Herman Kamper Benjamin van Niekerk VLM SSL 17 1 0 31 Jan 2024
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 23 1 0 05 Jul 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
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling Ramon Sanabria Ondˇrej Klejch Hao Tang Sharon Goldwater 15 1 0 03 Jun 2023
Self-supervised Predictive Coding Models Encode Speaker and Phonetic Information in Orthogonal Subspaces Oli Danyi Liu Hao Tang Sharon Goldwater SSL 12 12 0 21 May 2023
Comparative layer-wise analysis of self-supervised speech models Ankita Pasad Bowen Shi Karen Livescu SSL 19 109 0 08 Nov 2022