Improved Decoding of Attentional Selection in Multi-Talker Environments with Self-Supervised Learned Speech Representation. - Cong Han; Vishal Choudhari; Yinghao Aaron Li; Nima Mesgarani (EMBC, 2023)

AAD-LLM: Neural Attention-Driven Auditory Scene Understanding. - Xilin Jiang; Sukru Samet Dindar; Vishal Choudhari; Stephan Bickel; Ashesh D. Mehta; Guy M. McKhann II; Daniel Friedman; Adeen Flinker; Nima Mesgarani (ACL (1), 2025)

Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation. - Xilin Jiang; Junkai Wu; Vishal Choudhari; Nima Mesgarani (CoRR, 2025)