arxivcs.SDcs.LG2026-07-01
Quantifying the Uncertainty of Blindly Estimated Room Embeddings Using a Dispersion-Calibrated Score
Yang Xiang, Philipp Götz, Emanuël A. P. Habets, Andreas Walther, Wenwu Wang, Philip J. B. Jackson
Room embeddings derived from reverberant speech are often unreliable: speech content and recording degradation can alter the representation even when speaker, room, and source-receiver geometry remain unchanged, degrading downstream task performance. We propose a framework that l…