Publications-ppc
2025 (1)Perez M, Kirchhoff H, Grosche P, Serra X. Improving Singing Voice Transcription Generalization with AI Generated Accompaniments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025; 15521. |
2024 (24)Alonso-Jimenez P, Pepino L, Batlle-Roca R, Zinemanas P, Bogdanov D, Serra X, Rocamora M. Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. In: AA.VV.. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing Workshops (ICASSPW). IEEE Xplore; 2024. p. 833-837. |
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Araz RO, Serra X, Bogdanov D. Discogs-VI: A Musical Version Identification Dataset Based on Public Editorial Metadata. In: AA.VV.. 25th International Society for Music Information Retrieval Conference (ISMIR2024). 2024. |
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Barrera A, Lizarraga-Seijas X, Font F. Modeling the Pultec EQP-1A with wave digital filters. In: AA. VV.. 21st Sound and Music Computing Conference SMC 2024. ESMAE; 2024. |
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Batlle-Roca R, Liao WH, Serra X, Mitsufuji Y, Gómez E. Towards Assessing Data Replication in Music Generation with Music Similarity Metrics on Raw Audio. In: AA.VV.. 25th International Society for Music Information Retrieval Conference (ISMIR2024). 2024. |
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Batlle-Roca R, Tyman D, Meléndez-Catalán B, Molina E, Serra X, Herrera-Boyer P. The elusive nature of inattentional deafness: assessing the influence of visual attention on background music perception in TV programmes. In: AA. VV.. 21st Sound and Music Computing Conference SMC 2024. ESMAE; 2024. p. 1-7. |
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Evans N, Haki B, Gómez-Marín D, Jordà S. El Bongosero: A Crowd-sourced Symbolic Dataset of Improvised Hand Percussion Rhythms Paired with Drum Patterns. In: AA.VV.. 25th International Society for Music Information Retrieval Conference (ISMIR2024). 2024. |
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Evans N, Haki B, Jordà S. Groove Transformer: A Generative Drum Sequencer Eurorack Module. Proceedings of the International Conference on New Inferfaces for Musical Expression 2024; 0(0). |
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Evans N, Haki B, Jorda S. GrooveTransformer: a generative drum sequencer Eurorack module. In: Leeuw H, Buser M, Baalman M (eds.). New Interfaces for Musical Expression (NIME) 2024. University of the Arts Utrecht; 2024. |
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Fuentes M, Plaja-Roglans G, Cortès-Sebastià G, Khandelwal T, Miron M, Serra X, Bello JP, Salamon J. Soundata: Reproducible use of audio datasets. Journal of Open Source Software 2024; 9(98): 1-5. |
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Gómez-Marín D, Paz J, Ospina-Caicedo R, Jorda S, Díaz-Cely J, Herrera P. Salsa, a Dataset for Beat Estimation in Salsa Music. Transactions of the International Society for Music Information Retrieval 2024; 7(1): 264-273. |
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Kamath P.; Gupta C.; Wyse L.; Nanayakkara S.. Example-Based Framework for Perceptually Guided Audio Texture Generation. IEEE/ACM Transactions on Audio Speech and Language Processing 2024; 32: 2555-2565. |
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Kim H, Serra X. A method for MIDI velocity estimation for piano performance by a U-Net with attention and FiLM. In: AA.VV.. 25th International Society for Music Information Retrieval Conference (ISMIR2024). 2024. |
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Lucena R, Ramirez R. A machine learning approach to gesture detection in violin performance. In: AA.VV.. AM'24: Proceedings of the 19th International Audio Mostly Conference: Explorations in Sonic Cultures. -; 2024. p. 144-151. |
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Madarnas P.P.; Calderon-Garrido D.; Herrera P.. Educational practices with the synthesizer in the Higher Music Education in Catalonia Prácticas educativas con el sintetizador en las Enseñanzas Artísticas Superiores de Música de Cataluña. Per Musi 2024; 25(0). |
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Morsi A, Zhang H, Maezawa A, Dixon S, Serra X. Simulating piano performance mistakes for music learning. In: AA. VV.. 21st Sound and Music Computing Conference SMC 2024. ESMAE; 2024. p. 1-8. |
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Narang J, Tamer NC, de la Vega V, Serra X. Automatic Estimation of Singing Voice Musical Dynamics. In: AA.VV.. 25th International Society for Music Information Retrieval Conference (ISMIR2024). 2024. |
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Nuttall T, Serra X, Pearson L. Svara-forms and coarticulation in carnatic music: an investigation using deep clustering. In: Weigl DM (ed.). Proceedings of the 11th International Conference on Digital Libraries for Musicology (DLfM '24). ACM Association for Computer Machinery; 2024. p. 15-22. |
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Ramoneda P, Eremenko VE, D'Hooge A, Parada-Cabaleiro E, Serra X. Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach. In: AA.VV.. 25th International Society for Music Information Retrieval Conference (ISMIR2024). 2024. |
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Ramoneda P.; Jeong D.; Eremenko V.; Tamer N.C.; Miron M.; Serra X.. Combining piano performance dimensions for score difficulty classification. Expert Systems with Applications 2024; 238(PartB): 1-15. |