Compression of Brain Electrophysiology Data for Brain-Computer Interfaces

Deep-Learning Based Multimodal Signal Processing with Informed Sensor Fusion

Deep-Learning Based Multimodal Speech Enhancement for Hearables

Doctoral project Anthony McAtear

Doctoral project Siyuan Song

Hybrid Machine Learning Approaches to Multi-Channel Audio Separation and Enhancement

Improving Group Musical Experiences in Virtual Reality, using a Biofeedback Control System

Improving Group Musical Experiences in Virtual Reality, Using a Biofeedback Control System

Robust Signal Processing and Machine Learning Techniques Applied to High Throughput Proteomics

Robust speech recovery of lossily-encoded audio and speech by integrating and embedding domain-specific signal models within deep-learning frameworks

Single-Channel Speech Enhancement with Prior Knowledge

Spatially Selective Speaker Separation: Bridging the Gap between Blind and Strongly Location Guided Methods

Towards Deep Localisation and Separation with Ad Hoc Distributed Microphone Arrays

Doctoral project Simeon Beeckman

Doctoral project Stéphanie Wilain

ASPLASH - Audio, Speech and Language Processing and Analytics for Augmented Listening and Healthcare

Deep-Learning based Joint Audio, Video Processing for Augmented Listening

Enabling Effortless Communication Under Adverse Conditions by Exploitation of Direction-of-Arrival Estimates and Other A-Priori Knowledge in Joint Acoustic Source Separation and Dereverberation

Hearing augmentation based on environment classification and auditory scene analysis

Hybrid solutions for the one-microphone speech enhancement problem

Improving group musical experiences in virtual reality, using a biofeedback control system

Robust language diarization in reverberant and noisy environments

Robust speech capture and enhancement using ad hoc distributed microphone arrays by integrating and embedding domain-specific signal models within deep-learning frameworks

NeLF: Next Level Flemish Speech Recognition