Academic and research departmentsDepartment of Music and Media, Centre for Vision, Speech and Signal Processing (CVSSP).
Statistics, machine learning, digital signal processing, deep learning, artificial intelligence, music and audio, psychology, mental health, engineering, computer vision.
MJ Vowels, KP Mark, LM Vowels, ND Wood (2018) Using spectral and cross-spectral analysis to identify patterns and synchrony in couples’ sexual desire, PloS one 13 (10)
Vowels Matthew, Camgöz Necati Cihan, Bowden Richard (2020) NestedVAE: Isolating Common Factors via Weak Supervision, IEEE Conference on Computer Vision and Pattern Recognition
Peter Hilpert, Timothy R Brick, Christoph Flueckiger, Matthew Vowels, Eva Ceuleman, Peter Kuppens, Laura Sels (2019) What Can Be Learned From Couple Research: Examining Emotional Co-Regulation Processes in Face-to-Face Interactions, Journal of Counselling Psychology
B Ross, J Gale, K Wickrama, J Goetz, MJ Vowels (2019) The Impact of Family Economic Strain On Work-Family Conflict, Marital Support, Marital Quality, and Marital Stability During the Middle Years, Journal of Personal Finance 18 (2)