3 papers
cs.CL2026
Perceptual compensation for tonal context in self-supervised speech models
James Kirby, Ioana Krehan, Michele Gubian
This study examines the extent to which the wav2vec2.0 architecture exhibits evidence of compensation for phonological context. We conducted a pseudo-replication of a perceptional…
cs.CL2025
Analyzing the relationships between pretraining language, phonetic, tonal, and speaker information in self-supervised speech models
Michele Gubian, Ioana Krehan, Oli Liu +2
Analyses of self-supervised speech models have begun to reveal where and how they represent different types of information. However, almost all analyses have focused on English. He…
stat.AP2024
Statistics in Phonetics
Shahin Tavakoli, Beatrice Matteo, Davide Pigoli +5
Phonetics is the scientific field concerned with the study of how speech is produced, heard and perceived. It abounds with data, such as acoustic speech recordings, neuroimaging da…