adaptive step size 1deep unfolding 1recursive expectation-maximization 1reverberant environments 1speaker tracking 1
From the 1 of 2 linked papers with an AI index.
2 papers
eess.AS2026
Unfolded Recursive Expectation-Maximization Neural Network For Speaker Tracking
Rina Veler, Sharon Gannot
The paper introduces a deep‑unfolded recursive expectation‑maximization (REM) neural network that learns adaptive step‑size updates for tracking a single moving speaker in mildly r…
eess.AS2026
Speakers Localization Using Batch EM In Unfolding Neural Network
Rina Veler, Sharon Gannot
We propose an interpretable Batch-EM Unfolded Network for robust speaker localization. By embedding the iterative EM procedure within an encoder-EM-decoder architecture, the method…