A review of deep learning techniques for speech processing

A Mehrish, N Majumder, R Bharadwaj, R Mihalcea… - Information …, 2023 - Elsevier
The field of speech processing has undergone a transformative shift with the advent of deep
learning. The use of multiple processing layers has enabled the creation of models capable …

Modular deep learning

J Pfeiffer, S Ruder, I Vulić, EM Ponti - ar**s in contextual end-to-end automated speech recognition
DM Chan, S Ghosh, A Rastrow… - arxiv preprint arxiv …, 2023 - arxiv.org
Despite improvements to the generalization performance of automated speech recognition
(ASR) models, specializing ASR models for downstream tasks remains a challenging task …