Publications - Xavier Serra (UPF)

Showing 1 - 20 of 286 results.


Zinemanas P, Rocamora M, Miron M, Font F, Serra X. An Interpretable Deep Learning Model for Automatic Sound Classification. Electronics 2021; 10(7): 1-23. Publication link e-Repositori Source
Ferraro A, Serra X, Bauer C. Break the Loop: Gender Imbalance in Music Recommenders. In: Scholer F, Thomas P (eds.). CHIIR '21: Proceedings of the 2021 Conference on Human Information Interaction and Retrieval. 1 ed. New York: Association for Computing Machinery; 2021. p. 249-254. Publication link
Fonseca E, Ortego D, McGuinness K, O'Connor NE, Serra X. Unsupervised Contrastive Learning Of Sound Event Representations. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 371-375. Publication link Other resources
Ferraro A, Kim Y, Lee S, Kim B, Jo N, Lim S, Lim S, Jang J, Kim S, Serra X, Bogdanov D. Melon Playlist Dataset: A Public Dataset For Audio-Based Playlist Generation And Music Tagging. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 536-540. Publication link Other resources
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra. Multimodal Metric Learning For Tag-Based Music Retrieval. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 591-595. Publication link Other resources
Chandna P, Ramires A, Serra X, Gómez E. Loopnet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 3395-3399. Publication link Other resources
Favory X, Drossos K, Virtanen T, Serra X. Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. In: Androutsos, Dimitri; Plataniotis, Kostas; Zhang, Xiao-Ping. Proceedings of the 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2021. p. 596-600. Publication link Other resources
Ferraro A, Oramas S, Quadrana M, Serra X. Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. In: Santos R, Marinho L. Proceedings 14th ACM Conference on Recommender Systems (on line). 1 ed. Rio de Janeiro: Association for Computing Machinery; 2020. p. 1-6. Publication link e-Repositori Other resources
Ferraro A, Bogdanov D, Serra X, Jeon JH, Yoon J. How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. In: Heusdens R, Richard C. Proceedings 28th European Signal Processing Conference (EUSIPCO 2020). 1 ed. Amsterdam: European Association for Signal Processing (EURASIP); 2020. p. 131-135. Publication link Other resources
Won M, Chun S, Nieto O, Serra X. Data-Driven Harmonic Filters for Audio Representation Learning. In: AA. VV.. Proceedings ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 536-540. Publication link e-Repositori Other resources
Ramires A, Chandna P, Favory X, Gómez E, Serra X. Neural Percussive Synthesis Parameterised by High-Level Timbral Features. In: AA. VV.. Proceedings ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 786-790. Publication link e-Repositori Other resources
Alonso-Jiménez P, Bogdanov D, Pons J, Serra X. TensorFlow Audio Models in Essentia. In: AA. VV.. Proceedings ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. Barcelona: IEEE; 2020. p. 266-270. Publication link e-Repositori Source Other resources
Alonso-Jiménez P, Bogdanov D, Serra X. Deep embeddings with Essentia models. In: AA. VV.. Proceedings International Society of Music Information Retrieval Conference (ISMIR 2020). 1 ed. Montréal: ISMIR; 2020. Publication link e-Repositori
Eremenko V, Morsi, A, Narang J, Serra X. Performance assessment technologies for the support of musical instrument learning. In: AA.VV.. Proceedings of the 12th International Conference on Computer Supported Education. 1 ed. DBLP Thomsom Reuters; 2020. p. 629-640. Publication link e-Repositori
Favory X, Font F, Serra X. Search Result Clustering in Collaborative Sound Collections. In: AA. VV.. Proceedings of the 2020 International Conference on Multimedia Retrieval (ICMR 20). 1 ed. Dublin: 2020. p. 1-8. Publication link
Correya A, Bogdanov D, Jjoglar-Ongay L, Serra X. Essentia.js: a JavaScript library for music and audio analysis on the web. In: Laplante A, Fujinaga I. Proceedings of the 21st International Society for Music Information Retrieval Conference (ISMIR). 1 ed. Montreal: International Society for Music Information Retrieval (ISMIR); 2020. p. 605-612. Publication link e-Repositori
Ramires A, Font F, Bogdanov D, Smith JBL, Yang Y, Ching J, Chen B, Wu Y, Wei-Han H, Serra X. The Freesound Loop dataset and annotation tool. In: AA. VV.. Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020. 1 ed. Montreal: ISMIR; 2020. p. 287-294. Publication link e-Repositori
Ramires A, Bernardes G, Davies MEP, Serra X. TIV.lib: an open-source library for the tonal description of musical audio open-source library for the tonal description of musical audio. In: Gianpaolo Evangelista. Proceedings of the 23rd International Conference on Digital Audio Effects. 1 ed. 2020. p. 304-309. Publication link e-Repositori
Ferraro, A.; Jeon, JH; Kim, B.; Serra, X.; Bogdanov, D.. Artist biases in collaborative filtering for music recommendation. In: ICML. Proceedings of the 37 th International Conference on Machine Learning. 1 ed. 2020. Publication link e-Repositori
Tovstogan P, Serra X, Bogdanov D. Web interface for exploration of latent and tag spaces in music auto-tagging. In: ICML. Proceedings of the 37 th International Conference on Machine Learning. 1 ed. 2020. Publication link e-Repositori

Showing 1 - 20 of 286 results.