7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.CL2024
Investigating the 'Autoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining
Valentin Vielzeuf
Self-supervised learning has shown great success in Speech Recognition. However, it has been observed that finetuning all layers of the learned model leads to lower performance com…
eess.AS2021★ 7 cited
Are E2E ASR models ready for an industrial usage?
Valentin Vielzeuf, Grigory Antipov
The Automated Speech Recognition (ASR) community experiences a major turning point with the rise of the fully-neural (End-to-End, E2E) approaches. At the same time, the conventiona…