Improving Acoustic Word Embeddings through Correspondence Training of
Self-supervised Speech Representations

Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations

13 March 2024

Thomas Hain

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Papers citing "Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations"

14 / 14 papers shown

Title
Towards hate speech detection in low-resource languages: Comparing ASR to acoustic word embeddings on Wolof and Swahili C. Jacobs Nathanaël Carraz Rakotonirina E. Chimoto Bruce A. Bassett Herman Kamper 47 5 0 01 Jun 2023
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models Ramon Sanabria Hao Tang Sharon Goldwater SSL 87 19 0 28 Oct 2022
Learning Audio-Text Agreement for Open-vocabulary Keyword Spotting Hyeon-Kyeong Shin Hyewon Han Doyeon Kim Soo-Whan Chung Hong-Goo Kang 85 37 0 30 Jun 2022
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 267 1,905 0 26 Oct 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings Badr M. Abdullah Iuliia Zaitova T. Avgustinova Bernd Möbius Dietrich Klakow 65 11 0 21 Sep 2021
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study Badr M. Abdullah Marius Mosbach Iuliia Zaitova Bernd Möbius Dietrich Klakow 72 14 0 16 Jun 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 184 3,003 0 14 Jun 2021
MLS: A Large-Scale Multilingual Dataset for Speech Research Vineel Pratap Qiantong Xu Anuroop Sriram Gabriel Synnaeve R. Collobert AuLLM 102 511 0 07 Dec 2020
Acoustic span embeddings for multilingual query-by-example search Yushi Hu Shane Settle Karen Livescu RALM 64 8 0 24 Nov 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 299 5,849 0 20 Jun 2020
Analyzing autoencoder-based acoustic word embeddings Yevgen Matusevych Herman Kamper Sharon Goldwater 55 12 0 03 Apr 2020
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models Herman Kamper SSL 83 68 0 01 Nov 2018
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings Shane Settle Keith D. Levin Herman Kamper Karen Livescu 60 86 0 12 Jun 2017
Multi-view Recurrent Neural Acoustic Word Embeddings Wanjia He Weiran Wang Karen Livescu 60 86 0 14 Nov 2016

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