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Andres Ferraro
Andres Ferraro
McGill University / Mila - Quebec AI Institute
Verified email at acm.org
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Year
Freesound datasets: a platform for the creation of open audio datasets
E Fonseca, J Pons Puig, X Favory, F Font Corbera, D Bogdanov, ...
Hu X, Cunningham SJ, Turnbull D, Duan Z, editors. Proceedings of the 18th …, 2017
1722017
Evaluation of CNN-based automatic music tagging models
M Won, A Ferraro, D Bogdanov, X Serra
arXiv preprint arXiv:2006.00751, 2020
402020
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
242021
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
202019
Exploring longitudinal effects of session-based recommendations
A Ferraro, D Jannach, X Serra
Fourteenth ACM Conference on Recommender Systems, 474-479, 2020
162020
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
162018
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
122019
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
92019
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
92018
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
82021
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
82021
Improving sound event classification by increasing shift invariance in convolutional neural networks
E Fonseca, A Ferraro, X Serra
arXiv preprint arXiv:2107.00623, 2021
62021
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
62021
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
62021
Skip prediction using boosting trees based on acoustic features of tracks in sessions
A Ferraro, D Bogdanov, X Serra
arXiv preprint arXiv:1903.11833, 2019
62019
A tool for the analysis and discovery of Ottoman-Turkish makam music
S Sentürk, A Ferraro, A Porter, X Serra
International Society for Music Information Retrieval (ISMIR), 2016
52016
Mel: a music entity linking system
S Oramas, A Ferraro, AA Correya, X Serra
Hu X, Cunningham SJ, Turnbull D, Duan Z. ISMIR 2017. 18th International …, 2017
42017
Artist biases in collaborative filtering for music recommendation
A Ferraro, JH Jeon, B Kim, X Serra, D Bogdanov
Proceedings of the 37 th International Conference on Machine Learning; 2020 …, 2020
32020
A computational exploration of melodic patterns in Arab-Andalusian music
T Nuttall, MG Casado, A Ferraro, D Conklin, R Caro Repetto
Journal of Mathematics and Music 15 (2), 168-180, 2021
22021
Maximizing the engagement: exploring new signals of implicit feedback in music recommendations
A Ferraro, S Oramas, M Quadrana, X Serra
Bogers T, Koolen M, Petersen C, Mobasher, Tuzhilin A, Sar Shalom O, Jannach …, 2020
22020
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