Research
Analysis and Processing of Acoustic/Music/Audio Signals
Analysis and Processing of Acoustic/Music/Audio Signals
- 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
Sound Reproduction Methods for Loudspeaker Arrays and Binaural Systems
Sound Reproduction Methods for Loudspeaker Arrays and Binaural Systems
- 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
Signal Processing Algorithms for Underwater Acoustics
Signal Processing Algorithms for Underwater Acoustics
- Beamforming algorithms for various SONAR systems
- Reverberation and noise reduction for detection of target signals in underwater environments
Acoustic Scene Classification and Sound Event Detection based on Machine Learning
Acoustic Scene Classification and Sound Event Detection based on Machine Learning
- Classifying acoustic scenes or detecting sound events using the machine learning and deep learning techniques
