Publications - Xavier Serra (UPF)

Showing 21 - 40 of 287 results.


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. p. 16-20. Publication link e-Repositori
Fonseca E, Font F, Serra X. Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers. In: IEEE. 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. 1 ed. IEEE; 2019. p. 16-20. Publication link 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
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
Won M, Chun S, Nieto O, Serra X. Automatic music tagging with Harmonic CNN. In: -. 20th International Society for Music Information Retrieval Conference 1 ed. Society for Music Information Retrieval; 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. Other resources
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
Bogdanov D, Won M, Tovstogan P, Porter A, Serra X. The MTG-Jamendo Dataset for Automatic Music Tagging. In: -. Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML 2019). 1 ed. 2019. e-Repositori Dataset
Ciamarone L, Bozkurt B, Serra X. Automatic Dastgah Recognition using Markov Models. In: Aramaki M, Derrien O, Kronland-Martinert Ystad S. Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research. 1 ed. Les éditions de PRISM; 2019. p. 51-59. Publication link Source
Demirel E, Bozkurt B, Serra X. Automatic chord-scale recognition using harmonic pitch class profiles. In: -. Proceedings of the 16th Sound & Music Computing Conference (SMC 2019). 1 ed. 2019. p. 72-79. e-Repositori
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
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
Ferraro A, Bogdanov D, Serra X. Skip prediction using boosting trees based on acoustic features of tracks in sessions. In: -. WSDM Cup Workshop 2019. 1 ed. ACM; 2019. e-Repositori
Rong Gong; Xavier Serra. Towards an efficient deep learning model for musical onset detection. arXiv.org; 2018. e-Repositori
Oramas S, Barbieri F, Nieto O, Serra X. Multimodal Deep Learning for Music Genre Classification. Transactions of the International Society for Music Information Retrieval 2018; 1(1): 4-21. Publication link e-Repositori
Oramas, Sergio; Espinosa-Anke, Luis; Gómez, Francisco; Serra, Xavier. Natural language processing for music knowledge discovery. Journal of New Music Research 2018; 47(4): 365-382. Publication link e-Repositori
Rethage D, Pons J, Serra X. A Wavenet for speech denoising. In: -. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2018. p. 5069-5073. Publication link e-Repositori Source Other resources
Caro R, Pretto N, Chaachoo A, Bozkurt B, Serra X. An open corpus for the computational research of Arab-Andalusian music. In: Caro R, Pretto N, Chaachoo A, Bozkurt B, Serra X. Digital Libraries for Musicology (DLfM) 2018. 1 ed. 2018. p. 78-86. Publication link e-Repositori Source
Demirel E, Bozkurt B, Serra X. Automatic makam recognition using chroma features. In: AA. VV. International Workshop on Folk Music Analysis 2018. 1 ed. Aristotle University of Thessaloniki, Greece; 2018. p. 19-24. Publication link e-Repositori

Showing 21 - 40 of 287 results.