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arXiv2d ago
5.5

Listening Alone, Understanding Together: Collaborative Context Recovery for Privacy-Aware AI

Tanmay Srivastava, Amartya Basu, Shubham Jain, Vaishnavi Ranganathan

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Analysis

Viral velocity
low
Implementation gapYES
Novelty9/10
Categorypaper
Topics
privacyaudioagents

Opportunity Brief

Implement a real-time, privacy-preserving speaker verification pipeline for always-listening edge devices. Enable local collaboration between devices without sending audio to the cloud.

Suggested repo: concord-edge

"Collaborative AI that respects the privacy of everyone in the room."

Estimated effort: 110h