3 papers
eess.AS2026
Uncertainty Quantification and Risk Control for Multi-Speaker Sound Source Localization
Vadim Rozenfeld, Bracha Laufer Goldshtein
Reliable Sound Source Localization (SSL) plays an essential role in many downstream tasks, where informed decision making depends not only on accurate localization but also on the…
eess.AS2025
Conformal Prediction for Manifold-based Source Localization with Gaussian Processes
Vadim Rozenfeld, Bracha Laufer Goldshtein
We address the problem of uncertainty quantification (UQ) in the localization of a sound source within adverse acoustic environments. Estimating the position of the source is influ…
eess.SP2024
Enhancing LMMSE Performance with Modest Complexity Increase via Neural Network Equalizers
Vadim Rozenfeld, Dan Raphaeli, Oded Bialer
The BCJR algorithm is renowned for its optimal equalization, minimizing bit error rate (BER) over intersymbol interference (ISI) channels. However, its complexity grows exponential…