Do self-supervised speech models develop human-like perception biases?

31 May 2022

Papers citing "Do self-supervised speech models develop human-like perception biases?"

12 / 12 papers shown

Title
fastabx: A library for efficient computation of ABX discriminability Maxime Poli Emmanuel Chemla Emmanuel Dupoux 34 0 0 05 May 2025
Human-like Linguistic Biases in Neural Speech Models: Phonetic Categorization and Phonotactic Constraints in Wav2Vec2.0 Marianne de Heer Kloots Willem H. Zuidema 27 3 0 03 Jul 2024
On the social bias of speech self-supervised models Yi-Cheng Lin T. Lin Hsi-Che Lin Andy T. Liu Hung-yi Lee 37 3 0 07 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 24 1 0 13 May 2024
Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers Hosein Mohebbi Grzegorz Chrupała Willem H. Zuidema A. Alishahi 28 12 0 15 Oct 2023
Probing self-supervised speech models for phonetic and phonemic information: a case study in aspiration Kinan Martin Jon Gauthier Canaan Breiss R. Levy SSL 19 14 0 09 Jun 2023
Acoustic absement in detail: Quantifying acoustic differences across time-series representations of speech data Matthew C. Kelley 17 1 0 12 Apr 2023
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 26 30 0 27 Oct 2022
Decoding speech perception from non-invasive brain recordings Alexandre Défossez Charlotte Caucheteux Jérémy Rapin Ori Kabeli J. King 30 115 0 25 Aug 2022
Toward a realistic model of speech processing in the brain with self-supervised learning Juliette Millet Charlotte Caucheteux Pierre Orhan Yves Boubenec Alexandre Gramfort Ewan Dunbar Christophe Pallier J. King 23 93 0 03 Jun 2022
Probing phoneme, language and speaker information in unsupervised speech representations Maureen de Seyssel Marvin Lavechin Yossi Adi Emmanuel Dupoux Guillaume Wisniewski SSL 13 20 0 30 Mar 2022
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 180 336 0 01 Feb 2021