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Roshni Chakraborty

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#artificial intelligence Preprint Sep 2026

MADS: A Multiview Acoustic Descriptor Set Beyond Standard Spectral Summaries

Results establish MADS (Multi-view Acoustic Descriptor Set) not merely as a competitive standalone descriptor set, but as the foundational descriptor layer of a broader acoustically grounded representation program for future frame-level and deep-learning-compatible audio modeling.

Utsab Ghosh, Roshni Chakraborty · 0 citations

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