What Do Self-Supervised Speech Models Know About Words?

What Do Self-Supervised Speech Models Know About Words?

30 June 2023

Papers citing "What Do Self-Supervised Speech Models Know About Words?"

16 / 16 papers shown

Title
fastabx: A library for efficient computation of ABX discriminability Maxime Poli Emmanuel Chemla Emmanuel Dupoux 34 0 0 05 May 2025
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming Simon Malan Benjamin van Niekerk Herman Kamper 25 0 0 22 Sep 2024
Perception of Phonological Assimilation by Neural Speech Recognition Models Charlotte Pouw Marianne de Heer Kloots A. Alishahi Willem H. Zuidema 38 2 0 21 Jun 2024
Investigating the Áutoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining Valentin Vielzeuf SSL 36 0 0 14 May 2024
Few-Shot Spoken Language Understanding via Joint Speech-Text Models Chung-Ming Chien Mingjiamei Zhang Ju-Chieh Chou Karen Livescu 26 3 0 09 Oct 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
Are word boundaries useful for unsupervised language learning? Tu Nguyen Maureen de Seyssel Robin Algayres Patricia Roze Ewan Dunbar Emmanuel Dupoux 41 9 0 06 Oct 2022
Exploration of A Self-Supervised Speech Model: A Study on Emotional Corpora Yuanchao Li Yumnah Mohamied P. Bell Catherine Lai SSL 32 45 0 05 Oct 2022
Predicting within and across language phoneme recognition performance of self-supervised learning speech pre-trained models Han Ji T. Patel O. Scharenborg 24 7 0 24 Jun 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 124 344 0 21 May 2022
On the Difficulty of Segmenting Words with Attention Ramon Sanabria Hao Tang Sharon Goldwater 22 5 0 21 Sep 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 224 404 0 24 Feb 2021
Generative Spoken Language Modeling from Raw Audio Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 174 336 0 01 Feb 2021
Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan Meng Li Shiyu Zhou Bo Xu 103 202 0 11 Dec 2020
Evaluating the reliability of acoustic speech embeddings Robin Algayres Mohamed Salah Zaiem Benoît Sagot Emmanuel Dupoux 38 29 0 27 Jul 2020
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 188 181 0 03 Sep 2019