People
PhD Students
- Aditya Bhattacharjee
Supervisors: Emmanouil Benetos and Mark Sandler
Self-Supervision in Audio Fingerprinting - Franco Caspe
Supervisors: Mark Sandler and Andrew Mcpherson
Critical Design of Neural Audio Synthesizers For Live Musical Performance - Carlos De La Vega Martin
Supervisors: Mark Sandler and Johan Pauwels
Neural Drum Synthesis - Rodrigo Mauricio Diaz Fernandez
Supervisors: Mark Sandler and Charalampos Saitis
Hybrid Neural Methods For Sound Synthesis - Oluremi Falowo
Supervisors: Charalampos Saitis and Mark Sandler
Embodiment in Intelligent Musical Systems - Daniel Gill
Supervisors: Ekaterina Ivanova and Rachael Bedford
"Identification of Differences in Haptic Interaction For Autistic Adults and Children." - Ilias Ibnyahya
Supervisors: Joshua Reiss and Mark Sandler
Intelligent Audio Effects - Harnick Khera
Supervisors: Mark Sandler and Johan Pauwels
Informed Source Separation For Multi-Mic Production - Madhu Krishnakumar
Supervisors: Marc Roth
Motif Counting in Higher Order Structures - Jinhua Liang
Supervisors: Emmanouil Benetos
Machine Listening With Limited Annotations: Leveraging Knowledge, Language, and Visual Cues - Gabryel Mason-Williams
Supervisors: Mark Sandler and Primoz Skraba
C4DM - Gregor Meehan
Supervisors: Johan Pauwels and Frederik Dahlqvist
Representation Learning For Musical Audio Using Graph Neural Network-Based Recommender Engines. - Jeffrey Miller
Supervisors: Mark Sandler and Johan Pauwels
A Geometric Tonal Model For Harmonic Description and Sequence Analysis of Music - Zahir Nikraftar
Supervisors: Anthony Constantinou and Edmund Robinson
Enhancing Climate Forecasting Using Probabilistic Machine Learning - Niki Omidvari
Supervisors: Frederik Dahlqvist and Nikolaos Tzevelekos
Theory - Remo Sasso
Supervisors: Paulo Rauber and Soren Riis
Scalable and Efficient Exploration For Model-Based Reinforcement Learning - Farida Yusuf
Supervisors: Marcus Pearce and Mark Sandler
Information-Theoretic Neural Networks For Online Perception of Auditory Objects