Lucas Bennett

Blind Device-Response Interpolation for Intermediate-Domain Unsupervised Adaptation in Cross-Device Acoustic Scene Classification

BRIDA is proposed, an intermediate-domain unsupervised adaptation framework whose bridges are derived from the device response itself, and a blind estimator recovers the relative log-mel magnitude response between the labelled source devices and the unlabelled target device from long-term spectral statistics alone.