👋 I’m a final year PhD student at Sorbonne University (LIP6, Paris) working on deep learning techniques for symbolic music generation. My principal interest lies in generative AI, i.e. methods to train and use deep learning models to generate content. I am especially interested in discrete modalities (language, symbolic music, code…) for the logic they convey. I am particularly interested in gradient-based generation methods for discrete modalities, e.g. adapting diffusion processes for natural language, code… My main secondary research interest lies in multimodal learning, in particular on how coupling natural language with continuous modalities (image, audio) can help models to learn better for any downstream task.
- 📒 I use this site to reference my research notes on topics for which I have a special interest. I usually go for a specific topic and make a comprehensive post on the existing solutions and future directions.
- 🔬 Interests: NLP/NLG, Gradient-based generative methods, Multimodal learning