2 papers
cs.CL2026
CoSTA: Compressed Speech Token Adaptation for Efficient Spoken Dialogue Models
Yingzhuo Deng, Chong Li, Bingxin Liu +6
Spoken Dialogue Models (SDMs) typically share a speech-token space for generation and synthesis, leading to long autoregressive sequences and costly inference. Lower-rate speech to…
cs.CL2026
DialectS2S: End-to-End Speech Dialogue Modeling for Low-Resource Chinese Dialects
Yi Shu, Tianyu Peng, Yingzhuo Deng +5
Current end-to-end speech dialogue models are primarily optimized for mainstream languages and remain limited in low-resource dialect scenarios due to the scarcity of dialect speec…