Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
Mind the Shift: Using Delta SSL Embeddings to Enhance Child ASR
Zilai Wang, Natarajan Balaji Shankar, Kaiyuan Zhang +2
Self-supervised learning (SSL) models have achieved impressive results across many speech tasks, yet child automatic speech recognition (ASR) remains challenging due to limited dat…
cs.CL2025
Selective Attention Merging for low resource tasks: A case study of Child ASR
Natarajan Balaji Shankar, Zilai Wang, Eray Eren +1
While Speech Foundation Models (SFMs) excel in various speech tasks, their performance for low-resource tasks such as child Automatic Speech Recognition (ASR) is hampered by limite…