Julien Guinot
@juj_guinot
He/Him - PhD student @QMUL @C4DM/ Universal Music Group. (human-centric) music representation learning
Music nut / Sound Engineer / Musician / AI Researcher
ID: 1535357167452270593
https://www.julienguinot.com 10-06-2022 20:24:28
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📢 We are looking for an intern to join our music AI team this summer! PhD or MSc students or recent graduates in Generative AI/ML for Music/Audio, come work on a cool project at the world's largest music company! Details and application form below 👇 umusic.wd5.myworkdayjobs.com/UMGUK/job/King…
Proud to announce that AIMers will have a remarkable presence at IEEE ICASSP, featuring nine papers on topics ranging from graph neural networks to contrastive music representations! For details, please check out the blog post: aim.qmul.ac.uk/aim-at-icassp-…
Happy to say that our tutorial for Self-Supervised Learning in MIR was accepted ISMIR Conference 2025!! Join Alain Riou, Marco Pasini Yuexuan KONG, Gabriel Meseguer and Stefan Lattner, and myself in Daejeon in september to learn more about music SSL 🎶 Stay tuned for paper preprints 🎀
I won't be there, but the amazing Christos Plachouras 🦋 will be presenting our recent work on an evaluation framework for learned representations beyond downstream probing! arxiv.org/abs/2505.06224
🚨 Two papers at ISMIR 2025! 🔹 SLAP: Siamese Language-Audio Pretraining arxiv.org/abs/2506.17815 🔹GD-Retriever: Controllable Generative Text-Music Retrieval with Diffusion Models arxiv.org/abs/2506.17886 Thanks to my co-author Alain Riou and @ISMIR2025! More Details soon!
Yet another benefit of SLAP compared to CLAP: You can further decrease memory requirements using Gabriele Berton's trick! 🪄 Currently training a SLAP model with batch size 512 on a single A100 😎
Too many negative samples in our lives... 😔 If you wanna get rid of them, don't miss our 10min presentation with Julien Guinot Tuesday 23 at 2pm 👁👁 👋💥SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding Best Paper nominee at #ISMIR2025 🥳