FeatureSense exposes hand-picked audio features instead of raw audio and introduces the SILI metric, claiming 60.6% lower speaker attribute leakage while keeping sound classification accuracy.
Cocoon: On-body microphone collaboration for spatial awareness
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FeatureSense: Protecting Speaker Attributes in Always-On Audio Sensing System
FeatureSense exposes hand-picked audio features instead of raw audio and introduces the SILI metric, claiming 60.6% lower speaker attribute leakage while keeping sound classification accuracy.