Julien Guinot

According to our database, Julien Guinot authored at least 7 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks.

Christos Plachouras, Julien Guinot, George Fazekas, Elio Quinton, Emmanouil Benetos, Johan Pauwels

CoRR, May, 2025

SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding.

Julien Guinot, Alain Riou, Elio Quinton, George Fazekas

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

GD-Retriever: Controllable Generative Text-Music Retrieval With Diffusion Models.

Julien Guinot, Elio Quinton, George Fazekas

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

Position Paper: Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks.

Christos Plachouras, Julien Guinot, György Fazekas, Elio Quinton, Emmanouil Benetos, Johan Pauwels

Proceedings of the International Joint Conference on Neural Networks, 2025

Leave-One-EquiVariant: Alleviating Invariance-Related Information Loss in Contrastive Music Representations.

Julien Guinot, Elio Quinton, György Fazekas

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Foundation Models for Music: A Survey.

Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

CoRR, 2024

Semi-Supervised Contrastive Learning of Musical Representations.

Julien Guinot, Elio Quinton, George Fazekas

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024