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James Cozens
Background -
Research
Position: PhD Student
E-mail: jmc257 [at] cam.ac.uk
Office Location: BN3-02
Thesis Title: Architecting Expressional Landscapes: Hierarchical Generative Models for Artistic Media
Supervisor: Prof. Simon Godsill
Background
Research Interests
His research focuses on statistical signal processing and machine learning methods in the context of audio and music processing, including high-resolution time-frequency analysis, music transcription, beat tracking, and signal decomposition. Additional interests involve multi-object tracking and deep learning-based hierarchical generative models for music visualisation and composition, with an emphasis on achieving expressive and structural consistency.