3 papers
cs.CL2024
Target conversation extraction: Source separation using turn-taking dynamics
Tuochao Chen, Qirui Wang, Bohan Wu +4
Extracting the speech of participants in a conversation amidst interfering speakers and noise presents a challenging problem. In this paper, we introduce the novel task of target c…
cs.LG2024
Knowledge boosting during low-latency inference
Vidya Srinivas, Malek Itani, Tuochao Chen +3
Models for low-latency, streaming applications could benefit from the knowledge capacity of larger models, but edge devices cannot run these models due to resource constraints. A p…
cs.SD2024
Look Once to Hear: Target Speech Hearing with Noisy Examples
Bandhav Veluri, Malek Itani, Tuochao Chen +2
In crowded settings, the human brain can focus on speech from a target speaker, given prior knowledge of how they sound. We introduce a novel intelligent hearable system that achie…