| Freesound datasets: a platform for the creation of open audio datasets E Fonseca, J Pons Puig, X Favory, F Font Corbera, D Bogdanov, ... International Society for Music Information Retrieval (ISMIR), 2017 | 329 | 2017 |
| Evaluation of cnn-based automatic music tagging models M Won, A Ferraro, D Bogdanov, X Serra Proceedings of 17th Sound and Music Computing Conference (SMC), 2020 | 142 | 2020 |
| Break the loop: Gender imbalance in music recommenders A Ferraro, X Serra, C Bauer Proceedings of the 2021 conference on human information interaction and …, 2021 | 130 | 2021 |
| Music cold-start and long-tail recommendation: bias in deep representations A Ferraro Proceedings of the 13th ACM conference on recommender systems, 586-590, 2019 | 74 | 2019 |
| What is fair? Exploring the artists’ perspective on the fairness of music streaming platforms A Ferraro, X Serra, C Bauer IFIP conference on human-computer interaction, 562-584, 2021 | 73 | 2021 |
| Exploring longitudinal effects of session-based recommendations A Ferraro, D Jannach, X Serra Proceedings of the 14th ACM Conference on Recommender Systems, 474-479, 2020 | 45 | 2020 |
| Enriched music representations with multiple cross-modal contrastive learning A Ferraro, X Favory, K Drossos, Y Kim, D Bogdanov IEEE Signal Processing Letters 28, 733-737, 2021 | 40 | 2021 |
| Sequential recommendation: A study on transformers, nearest neighbors and sampled metrics S Latifi, D Jannach, A Ferraro Information Sciences 609, 660-678, 2022 | 37 | 2022 |
| Artist and style exposure bias in collaborative filtering based music recommendations A Ferraro, D Bogdanov, X Serra, J Yoon arXiv preprint arXiv:1911.04827, 2019 | 32 | 2019 |
| On large-scale genre classification in symbolically encoded music by automatic identification of repeating patterns A Ferraro, K Lemström Proceedings of the 5th International Conference on Digital Libraries for …, 2018 | 31 | 2018 |
| Melon playlist dataset: A public dataset for audio-based playlist generation and music tagging A Ferraro, Y Kim, S Lee, B Kim, N Jo, S Lim, S Lim, J Jang, S Kim, X Serra, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 28 | 2021 |
| Automatic playlist continuation using a hybrid recommender system combining features from text and audio A Ferraro, D Bogdanov, J Yoon, KS Kim, X Serra Proceedings of the ACM Recommender Systems Challenge 2018, 1-5, 2018 | 24 | 2018 |
| Measuring commonality in recommendation of cultural content: Recommender systems to enhance cultural citizenship A Ferraro, G Ferreira, F Diaz, G Born Proceedings of the 16th ACM conference on recommender systems, 567-572, 2022 | 23 | 2022 |
| How low can you go? Reducing frequency and time resolution in current CNN architectures for music auto-tagging A Ferraro, D Bogdanov, XS Jay, H Jeon, J Yoon 2020 28th European signal processing conference (EUSIPCO), 131-135, 2021 | 21 | 2021 |
| Improving sound event classification by increasing shift invariance in convolutional neural networks E Fonseca, A Ferraro, X Serra arXiv preprint arXiv:2107.00623, 2021 | 17 | 2021 |
| It's not you, it's me: the impact of choice models and ranking strategies on gender imbalance in music recommendation A Ferraro, MD Ekstrand, C Bauer Proceedings of the 18th ACM Conference on Recommender Systems, 884-889, 2024 | 15 | 2024 |
| Using offline metrics and user behavior analysis to combine multiple systems for music recommendation A Ferraro, D Bogdanov, K Choi, X Serra arXiv preprint arXiv:1901.02296, 2019 | 15 | 2019 |
| Measuring commonality in recommendation of cultural content to strengthen cultural citizenship A Ferraro, G Ferreira, F Diaz, G Born ACM Transactions on Recommender Systems 2 (1), 1-32, 2024 | 12 | 2024 |
| A computational exploration of melodic patterns in Arab-Andalusian music T Nuttall, MG Casado, A Ferraro, D Conklin, RC Repetto Pattern in Music, 74-86, 2023 | 12 | 2023 |
| Offline retrieval evaluation without evaluation metrics F Diaz, A Ferraro Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 12 | 2022 |
Xavier SerraDepartment of Engineering, Universitat Pompeu Fabra (UPF), BarcelonaVerified email at upf.edu
