Ramaneswaran

Selected Publications

• MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions
  Ramaneswaran S*, Ashish Seth*, Nishit Anand, Utkarsh Tyagi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha
  EMNLP 2025
• Do audio-visual large language models really see and hear?
  Ramaneswaran S, Koushik Jayakumar, S Sakshi, Sreyan Ghosh, Ruohan Gao, Dinesh Manocha
  Under review, CVPR 2026
• Peeking Into The Future For Contextual Biasing
  Ramaneswaran S, Cindy Tseng, Eesung Kim, Vijendra Raj Apsingekar, Yun Tang
  Under review, ICASSP 2026
• Do Audio-Language Models Understand Linguistic Variations?
  Ramaneswaran S*, Sonal Kumar*, Hemant Giri*, Ashish Seth, Sreyan Ghosh, Dinesh Manocha
  NAACL 2025
• EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
  Ashish Seth*, Ramaneswaran S*, S Sakshi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha
  EMNLP 2024
• MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
  S Sakshi*, Utkarsh Tyagi*, Sonal Kumar*, Ashish Seth*, Ramaneswaran S*, Oriol Nieto et al.
  ICLR 2025