28 citations · 28 across the 10 of their papers we have counts for
Showing cs.SDShow all
2 papers · 1 filter
cs.SD2026
ATTEST: Evidence-Grounded Reinforcement Learning for Long-Audio Temporal Understanding
Ashutosh Chaubey, Jinxi Guo, Minh Tran +2
Temporal grounding is fundamental to audio understanding, yet large audio language models (LALMs) remain weak at it on long audio, where hallucinations compound and annotated data…
cs.SD2026
Do Audio LLMs Listen or Read? Analyzing and Mitigating Paralinguistic Failures with VoxParadox
Jiacheng Pang, Ashutosh Chaubey, Mohammad Soleymani
Audio large language models (Audio LLMs) demonstrate strong performance on speech understanding tasks, yet their ability to understand paralinguistic information remains limited. T…