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cs.CL2025
In-domain SSL pre-training and streaming ASR
Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière +6
In this study, we investigate the benefits of domain-specific self-supervised pre-training for both offline and streaming ASR in Air Traffic Control (ATC) environments. We train BE…
cs.SD2025
Towards Early Prediction of Self-Supervised Speech Model Performance
Ryan Whetten, Lucas Maison, Titouan Parcollet +2
In Self-Supervised Learning (SSL), pre-training and evaluation are resource intensive. In the speech domain, current indicators of the quality of SSL models during pre-training, su…