| 2025 | ICML | Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching. | Joan Serr, Recep Oguz Araz, Dmitry Bogdanov, Yuki Mitsufuji |
| 2024 | CBMI | Evaluation of Deep Audio Representations for Semantic Sound Similarity. | Recep Oguz Araz, Dmitry Bogdanov, Pablo Alonso-Jimnez, Frederic Font |
| 2024 | ICASSP | Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. | Pablo Alonso-Jimnez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martn Rocamora |
| 2023 | ICASSP | Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. | Pablo Alonso-Jimnez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov |
| 2022 | ICASSP | Ambiguity Modelling with Label Distribution Learning for Music Classification. | Morgan Buisson, Pablo Alonso-Jimnez, Dmitry Bogdanov |
| 2021 | ICASSP | Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging. | Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov |
| 2020 | ICASSP | Tensorflow Audio Models in Essentia. | Pablo Alonso-Jimnez, Dmitry Bogdanov, Jordi Pons, Xavier Serra |
| 2018 | RecSys | Automatic playlist continuation using a hybrid recommender system combining features from text and audio. | Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra |
| 2012 | WWW | Music retagging using label propagation and robust principal component analysis. | Yi-Hsuan Yang, Dmitry Bogdanov, Perfecto Herrera, Mohamed Sordo |
| 2011 | CBMI | A content-based system for music recommendation and visualization of user preferences working on semantic notions. | Dmitry Bogdanov, Martn Haro, Ferdinand Fuhrmann, Anna Xamb, Emilia Gmez, Perfecto Herrera |
| 2009 | ISM | From Low-Level to High-Level: Comparative Study of Music Similarity Measures. | Dmitry Bogdanov, Joan Serr, Nicolas Wack, Perfecto Herrera |