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
  Neural Networks For Differentiable Modal Synthesis
• Merlin Goldman
  Supervisors: Anna Sedo and Mark Sandler
  C4DM
• Ilias Ibnyahya
  Supervisors: Joshua Reiss and Mark Sandler
  Intelligent Audio Effects
• Madhu Krishnakumar
  Supervisors: Marc Roth and Mark Jerrum
  Motif Counting in Higher Arity Structures
• Reu Mason
  Supervisors: Przemyslaw Walega
  Bridging Logic and Learning For Graph-Structured Data
• Gabryel Mason-Williams
  Supervisors: Mark Sandler and Primoz Skraba
  Towards a Science of Deep Learning: An Empirical Study of The Role of Weight Distributions in Neural Network Generalisation
• 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
• Zahir Nikraftar
  Supervisors: Anthony Constantinou and Edmund Robinson
  Towards More Reliable Seasonal Climate Forecasts: Deep Learning For Bias Correction
• Niki Omidvari
  Supervisors: Frederik Dahlqvist and Nikolaos Tzevelekos
  Theory
• Shafi Rahman
  Supervisors: Raymond Hu
  Languages and Tools For Safe Programming of Distributed Dyn
• Remo Sasso
  Supervisors: Paulo Rauber and Soren Riis
  Efficient Exploration and Foundation Model Priors: Enhancing Sample Efficiency in Deep Reinforcement Learning
• Farida Yusuf
  Supervisors: Marcus Pearce and Mark Sandler
  Information-Theoretic Neural Networks For Online Perception of Auditory Objects