Xavier Alameda-Pineda

Speech SSL works better without the baggage of discrete codebooks or EMA teachers: predicting raw latent states under Gaussian regularization outpaces existing sub-90M baselines by 43% on frozen ASR.

Test-time adaptation can dramatically enhance speech quality under mismatched acoustic conditions without requiring labeled data.