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"

9 / 9 papers shown

Title
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming Simon Malan Benjamin van Niekerk Herman Kamper 55 0 0 22 Sep 2024
Towards End-to-end Unsupervised Speech Recognition Alexander H. Liu Wei-Ning Hsu Michael Auli Alexei Baevski SSL 40 74 0 05 Apr 2022
Layer-wise Analysis of a Self-supervised Speech Representation Model Ankita Pasad Ju-Chieh Chou Karen Livescu SSL 49 302 0 10 Jul 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 147 2,939 0 14 Jun 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 105 274 0 24 May 2021
A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings Puyuan Peng Herman Kamper Karen Livescu DRL SSL 47 14 0 03 Dec 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 221 5,767 0 20 Jun 2020
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models Herman Kamper SSL 57 68 0 01 Nov 2018
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings Shane Settle Keith D. Levin Herman Kamper Karen Livescu 57 86 0 12 Jun 2017