Speech self-supervised representations benchmarking: a case for larger probing heads

S Zaiem, Y Kemiche, T Parcollet, S Essid… - Computer Speech & …, 2025 - Elsevier
Self-supervised learning (SSL) leverages large datasets of unlabeled speech to reach
impressive performance with reduced amounts of annotated data. The high number of …

Acoustic Measurement in Phonetics: Current practices and future directions

E Grabowski - 2024 - search.proquest.com
Acoustic analysis is a key component of scientific investigation in phonetics, and offers a
flexible approach with significant freedom for researchers to decide what and how to …

[PDF][PDF] Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads

T Parcollet, SAIC Cambridge - hal.science
Self-supervised learning (SSL) leverages large datasets of unlabeled speech to reach
impressive performance with reduced amounts of annotated data. The high number of …