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?"

8 / 8 papers shown

Title
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models Juliette Millet I. Chitoran Ewan Dunbar 50 5 0 31 May 2022
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 180 2,993 0 14 Jun 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang M. Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson J. Pino Emmanuel Dupoux SSL 102 492 0 02 Jan 2021
Self-training and Pre-training are Complementary for Speech Recognition Qiantong Xu Alexei Baevski Tatiana Likhomanenko Paden Tomasello Alexis Conneau R. Collobert Gabriel Synnaeve Michael Auli SSL VLM 133 173 0 22 Oct 2020
Evaluating computational models of infant phonetic learning across languages Yevgen Matusevych Thomas Schatz Herman Kamper Naomi H Feldman Sharon Goldwater 49 14 0 06 Aug 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 295 5,837 0 20 Jun 2020
Common Voice: A Massively-Multilingual Speech Corpus Rosana Ardila Megan Branson Kelly Davis Michael Henretty M. Kohler Josh Meyer Reuben Morais Lindsay Saunders Francis M. Tyers Gregor Weber VLM 91 1,614 0 13 Dec 2019
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 230 5,071 0 02 Nov 2017