Signal processing algorithms for music and speech signals based on nonnegative matrix factorizations
Acoustic scene classification algorithm based on matrix factorization and machine learning techniques
Signal detection and pre-processing of acoustic signals
Immersive sound reproduction based on analysis of sound propagation and human auditory systems
Wavefield synthesis and virtual surround algorithms for loudspeaker arrays
Virtual reality (VR) techniques for binaural systems
Beamforming algorithms for various SONAR systems
Reverberation and noise reduction for detection of target signals in underwater environments
Classifying acoustic scenes or detecting sound events using the machine learning and deep learning techniques
Source separation and noise reduction with deep learning models
Neural compression and reconstruction for acoustic signals