2026
MIND THE SHIFT: USING DELTA SSL EMBEDDINGS TO ENHANCE CHILD ASR
ICASSP 2026poster
Self-supervised learning (SSL) models have achieved impressive results across many speech tasks, yet child automatic speech recognition (ASR) remains challenging due to limited data and pretraining domain mismatch. Fine-tuning SSL models on child speech induces shifts in the representation space. We…