IEEE

Microphone Array Signal Processing and Deep Learning for Speech Enhancement: Combining model-based and data-driven approaches to parameter estimation and filtering

Abstract: Multichannel acoustic signal processing is a well-established and powerful tool to exploit the spatial diversity between a target signal and nontarget or noise sources for signal enhancement ...
PNAS

A protein dynamics–based deep learning model enhances predictions of fitness and epistasis

Predicting the effects of multiple mutations on protein function is challenging due to the intricate interplay between residues. Machine learning has advanced these efforts, but traditional neural ...
IEEE

Deep Learning-Based Individual Drone Identification Using Raw IQ Data

Abstract: In this letter, we propose a novel deep learning-based method for drone identification using raw in-phase and quadrature (IQ) data, addressing the increasing need for monitoring and ...