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cs.SD2026
Listen, Reason, and Segment: Aligning LALMs with Editorial Judgment for Media Chapterization
Tony Alex, Wish Suharitdamrong, Sara Atito +5
Large Audio Language Models (LALMs) have made rapid progress on standardized benchmarks, yet their deployment in practical media workflows, curation, archival indexing, and content…
cs.SD2025
PAL: Probing Audio Encoders via LLMs -- Audio Information Transfer into LLMs
Tony Alex, Wish Suharitdamrong, Sara Atito +4
Integration of audio perception into large language models (LLMs) is an emerging research area for enabling machine listening applications, yet efficient transfer of rich audio sem…