Publications

Selected papers and preprints

My recent work focuses on embodied AI, multimodal agents, acoustic faithfulness, and spatio-temporal scene understanding.

Overview of the DEAF acoustic faithfulness benchmark framework

arXiv

DEAF: A Benchmark for Diagnostic Evaluation of Acoustic Faithfulness in Audio Language Models

A benchmark for diagnosing whether audio language models ground their answers in faithful acoustic evidence.

Overview figure for OccSTeP spatio-temporal persistence benchmark

arXiv

OccSTeP: Benchmarking 4D Occupancy Spatio-Temporal Persistence

A benchmark for evaluating how 4D occupancy methods preserve spatio-temporal consistency in dynamic scenes.