Publications - Xavier Serra (UPF)

Showing 1 - 20 of 280 results.


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. e-Repositori
Won M, Chun S, Nieto O, Serra X. Data-Driven Harmonic Filters for Audio Representation Learning. In: AA. VV. Proceedings ICASSP 2020. 1 ed. Barcelona: IEEE Signal Processing Society; 2020. p. 536-540. Publication link e-Repositori Other resources
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. e-Repositori
Favory X, Drossos K, Virtanen T, Serra X. COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. In: Proceedings Self-supervision in Audio and Speech Workshop at the 37th International Conference on Machine Learning (ICML). 1 ed. Viena: 2020. p. 1-8. e-Repositori Dataset Source
Eremenko V, Morsi, A, Narang J, Serra X. Performance assessment technologies for the support of musical instrument learning. In: AA.VV. 12th International Conference on Computer Supported Education. 1 ed. DBLP. Thomsom Reuters; 2020. 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 e-Repositori
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. 1 ed. Barcelona: IEEE Signal Processing Society; 2020. p. 786-790. Publication link e-Repositori Other resources
Won M, Ferraro A, Bogdanov D, Serra X. Evaluation of CNN-based Automatic Music Tagging Models. In: Spagnol S, Valle A (eds.). Proceedings of the 17th Sound and Music Computing Conference. 1 ed. 2020. e-Repositori
Alonso-Jiménez P, Bogdanov D, Pons J, Serra X. TensorFlow Audio Models in Essentia. In: AA. VV. Proceedings ICASSP 2020. 1 ed. Barcelona: IEEE Signal Processing Society; 2020. p. 266-270. Publication link e-Repositori Source Other resources
Won M, Chun S, Serra X. Toward Interpretable Music Tagging with Self-Attention. arXiv.org; 2019. e-Repositori
Alonso-Jiménez P, Joglar-Ongay L, Serra X, Bogdanov D. Automatic Detection of Audio Problems for Quality Control in Digital Music Distribution. AES journal of the Audio Engineering Society, audio, acoustics, applications 2019. e-Repositori
Pons J, Serra X. musicnn: pre-trained convolutional neural networks for music audio tagging. In: 20th International Society for Music Information Retrieval Conference. 1 ed. Society for Music Information Retrieval; 2019. e-Repositori Other resources
Pons J, Serra X. Randomly weighted CNNs for (music) audio classification. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. The Institute of Electrical and Electronics Engineers, Inc.; 2019. p. 336-340. Publication link e-Repositori Source
Ferraro A, Bogdanov D, Serra S, Yoon J. Artist and style exposure bias in collaborative filtering based music recommendations. In: Miron, M.; Charisi, V.; Gómez, E. Proceedings of the 1st Workshop on Designing Human-Centric MIR Systems. 1 ed. ACM FAT Network; 2019. p. 8-10. e-Repositori
Yesiler F, Tralie C, Correya A, Silva DF, Tovstogan P, Gómez E, Serra X. Da-Tacos: A data set for cover song identification and understanding. In: 20th Conference of the International Society for Music Information Retrieval (ISMIR 2019). 1 ed. Society for Music Information Retrieval (ISMIR 2019); 2019. p. 327-334. e-Repositori
Nuttall, T; García-Casado, M; Núñez-Tarifa, V; Caro Repetto, R; Serra, X. Contributing to new musicological theories with computational methods: the case of centonization in Arab-Andalusian music. In: 20th Conference of the International Society for Music Information Retrieval (ISMIR 2019). 1 ed. Society for Music Information Retrieval (ISMIR 2019); 2019. p. 223-228. e-Repositori
Lluís F, Pons J, Serra X. End-to-End Music Source Separation: Is it Possible in the Waveform Domain?. In: Interspeech 2019. 1 ed. 2019. Publication link e-Repositori Source
Pons J, Serrà J, Serra X. Training neural audio classifiers with few data. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. The Institute of Electrical and Electronics Engineers, Inc.; 2019. Publication link e-Repositori
Falcao F, Bozkurt B, Serra X, Andrade N, Baysal, O. A Dataset of rhythmic pattern reproductions and baseline automatic assessment system. In: 20th Conference of the International Society for Music Information Retrieval (ISMIR 2019). 1 ed. Society for Music Information Retrieval (ISMIR 2019); 2019. p. 439-445. e-Repositori
Joglar-Ongay L, Correya A, Alonso-Jiménez P, Serra X, Bogdanov D. Essentia in the browse. In: Xambó A,Martín SR, Roma G (EDS.). Proceedings of the International Web Audio Conference 2019. 1 ed. Norwegian University of Science and Technology; 2019. p. 114-115. Source Other resources

Showing 1 - 20 of 280 results.