Julien Guinot's Projects
Beat tracker assignment for Music Informatics
Contrastive Language-Audio Pretraining
Using supervised contrastive learning models to condition diffusion - based musical source separation
Reproduction of the paper : Equivariant Self-Supervision for Musical Tempo Estimation (ISMIR 2022)
Mixing style fingerprinting with Leave-One-EquiVariant
Masked Audio Spectrogram for music representation Learning
Masked Contrastive Hierarchal Unsupervised Pretraining - for Music
Audio fingerprinting for assignment 2 of Music Informatics Coursework - Queen Mary University of London
Leave One Variant Representation - Variant & Invariant Contrastive Learning for Music
A list of papers exploring (Multimodal) self-supervision for Music (and general audio)
A project repo for assignment 1 of Deep learning fundamentals : Perceptron.
Personal website inspired by Brittany Chiang's template : https://brittanychiang.com/
A repo for reusable diagrams.net diagram files for throughout the PhD
Semi-Supervised Contrastive Learning for music classification - towards HIL-representation learning.
Human-in-loop source separation
Similar but anything - multi-transformation equivariant representations for music
Solving a sudoku using the backtracking algorithm