Publications - Xavier Serra (UPF)

Showing 1 - 20 of 277 results.


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
Alonso-Jiménez, Pablo; Joglar-Ongay, Luis; Serra, Xavier; Bogdanov, Dmitry. Automatic Detection of Audio Problems for Quality Control in Digital Music Distribution. AES: Journal of the Audio Engineering Society 2019. e-Repositori
Pons J, Serra X. musicnn: pre-trained convolutional neural networks for music audio tagging. In: Varis. 20th International Society for Music Information Retrieval Conference. 1 ed. Society for Music Information Retrieval; 2019. 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.
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
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. 2019. Publication link 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 Annual Conference of the International Society for Music Information Retrieval (ISMIR). 1 ed. Delft: ISMIR; 2019. p. 223-228. Publication link
Fonseca, E.; Plakal M.; Ellis, D. P. W.; Font, F.; Favory, X.; Serra, X. Learning Sound Event Classifiers from Web Audio with Noisy Labels. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 1 ed. 2019.
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. 2019. p. 336-340. Publication link e-Repositori
Demirel, Emir; Bozkurt, Baris; Serra, Xavier. Automatic chord-scale recognition using harmonic pitch class profiles. In: Proceedings of the 16th Sound & Music Computing Conference. 1 ed. 2019. p. 72-79. e-Repositori
Bogdanov, Dmitry; Won, Minz Sanghee; Tovstogan, Philip; Porter, Alastair; Serra, Xavier. 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
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
Fonseca, Eduardo; Gong, Rong; Serra, Xavier. A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification. In: AA.VV. The 15th International Sound & Music Computing Conference. 1 ed. 2018. p. 265-272. Publication link e-Repositori
Favory, Xavier; Fonseca, Eduardo; Font, Frederic; Serra, Xavier. Facilitating the Manual Annotation of Sounds When Using Large Taxonomies. In: Balandin S, Cinotti T, Viola F, Tyutina T. Proceedings of the 23rd Conference of Open Innovations Association FRUCT. 1 ed. FRUCT; 2018. p. 447-451. e-Repositori
Demirel, Emir; Bozkurt, Baris; Serra, Xavier. Automatic makam recognition using chroma features. In: AA.VV. International Workshop on Folk Music Analysis 2018. 1 ed. 2018. p. 19-24. Publication link e-Repositori
Gong, Rong; Serra, Xavier. Singing voice phoneme segmentation by hierarchically inferring syllable and phoneme onset positions. In: Proc. Interspeech 2018. 1 ed. ISCA.ORG; 2018. p. 716-720. Publication link
Pons J, Nieto O, Prockup M, Schmidt E M, Ehmann A F, Serra X. End-to-end learning for music audio tagging at scale. In: AA.VV. International Society for Music Information Retrieval Conference 2018. 1 ed. 2018. p. 637-644. 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

Showing 1 - 20 of 277 results.