Publications - Xavier Serra (UPF)

Showing 1 - 20 of 315 results.


Kim H, Ramoneda P, Miron M, Serra X. An overview of automatic piano performance assessment within the music education context. In: Cukurova M, Rummel N, Gillet D, McLaren B, Uhomoibhi J. Proceedings of the 14th International Conference on Computer Supported Education (online streaming). 1 ed. Setúbal: Sciteppress; 2022. p. 465-474. Publication link e-Repositori
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
Correya A, Marcos-Fernández J, Joglar-Ongay L, Alonso-Jiménez P, Serra X, Bogdanov D. Audio and Music Analysis on the Web using Essentia.js. Transactions of the International Society for Music Information Retrieval 2021; 4(1): 167-181. Publication link e-Repositori
Weigl DM, Crawford T, Gkiokas A, Goebl W, Gómez E, Gutiérrez NF, Liem CCS, Santos P. FAIR Interconnection and Enrichment of Public-Domain Music Resources on the Web. Empirical Musicology Review 2021; 16(1): 16-33. Publication link
Fonseca E, Favory X, Pons J, Font F, Serra X. FSD50K: an Open Dataset of Human-Labeled Sound Events. IEEE-ACM transactions on audio, speech, and language processing 2021; ( ). Publication link Other resources
Srinivasamurthy A, Gulati S, Caro R, Serra X,. Saraga: Open Datasets for Research on Indian Art Music. Empirical Musicology Review 2021; 16(1): 85-98. Publication link e-Repositori Dataset
Narang J, Miron M, Lizarraga X, Serra X. Analysis of Musical Dynamics in Vocal Performances. In: Hirata K, Tojo S, Kitahara T (ed.). 15th International Symposium on Computer Music Multidisciplinary Research (CMMR 2021). 1 ed. Tokio: 2021. p. 99-108. e-Repositori
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 e-Repositori
Won M, Choi K, Serra X. Semi-supervised Music Tagging Transformer. In: AA. VV.. Proceedings 22nd International Society for Music Information Retrieval Conference (ISMIR 2021) Online. 1 ed. 2021. p. 769-776. Publication link
Won M, Salamon J, Bryan NJ, Mysore G, Serra X. Emotion Embedding Spaces for Matching Music to Stories. In: AA. VV.. Proceedings 22nd International Society for Music Information Retrieval Conference (ISMIR 2021) Online. 1 ed. 2021. p. 777-785. Publication link
Won M, Oramas S, Nieto O, Gouyon F, Serra X. 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
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
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
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
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
Zinemanas P, Rocamora M, Fonseca E, Font F, Serra X. Toward interpretable polyphonic sound event detection with attention maps based on local prototypes. In: Font F, Mesaros AM, PW Ellis D, Fonseca E, Fuentes M, Elizalde B (eds.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021). 1 ed. Barcelona: Music Technology Group, Universitat Pompeu Fabra; 2021. p. 50-54. Publication link e-Repositori Other resources
Weck B, Favory X, Drossos K, Serra X. Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. In: Font F, Mesaros AM, PW Ellis D, Fonseca E, Fuentes M, Elizalde B (eds.). Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2021). 1 ed. Barcelona: Music Technology Group, Universitat Pompeu Fabra; 2021. p. 1-5. Publication link e-Repositori Other resources
Fonseca E, Jansen A, Ellis DPW, Wisdom S, Tagliasacchi M, Hershey JR, Plakal M, Hershey S, Channing Moore, Serra X. Self-Supervised Learning from Automatically Separated Sound Scenes. In: IEEE Workshop. WASPAA 2021. 1 ed. Nova York: IEEE Workshop; 2021. p. 1-10. Other resources
Ramires A, Font F, Bogdanov D, Smith J.B.L., Yang Y, Ching J, Chen B, Wu Y, Wei-Han H, Serra X. The Freesound Loop dataset and annotation tool. In: Cumming J, Ha Lee J, McFee B, Schedl M, Devaney J, McKay C, Zagerle E, de Reuse T (eds.). Proceedings of the 21st International Society for Music Information Retrieval Conference. 1 ed. ISMIR; 2020. p. 287-294. e-Repositori
Correya A, Bogdanov D, Jjoglar-Ongay L, Serra X. Essentia.js: a JavaScript library for music and audio analysis on the web. In: Cumming J, Ha Lee J, McFee B, Schedl M, Devaney J, McKay C, Zagerle E, de Reuse T (eds.). Proceedings of the 21st International Society for Music Information Retrieval Conference. 1 ed. ISMIR; 2020. p. 605-612. e-Repositori

Showing 1 - 20 of 315 results.