2025
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding
ACL 2025long
Auditory foundation models, including auditory large language models (LLMs), process all sound inputs equally, independent of listener perception. However, human auditory perception is inherently selective: listeners focus on specific speakers while ignoring others in complex auditory scenes. Existi…