Publications-ppc
2024 (9)Alonso-Jiménez 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.. ICASSP Workshop on Explainable AI for Speech and Audio (XAI-SA). Seoul: IEEE Signal Processing Society; 2024. p. 1-5. |
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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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Jacoby N, Polak R, Grahn JA, Cameron DJ, Lee KM, Godoy R, Undurraga EA, Huanca T, Thalwitzer T, Doumbia N, Goldberg D, Margulis E, Wong PCM, Jure L, Rocamora M, Fujii S, Savage PE, Ajimi J, Konno R, Oishi S, Jakubowski K, Holzapfel A, Mungan E, Kaya E, Rao P, Ananthanarayana RM, Alladi S, Tarr B, Anglada-Tort M, Harrison P, McPherson MJ, Dolan S, Durango A, McDermott JH. Commonality and variation in mental representations of music revealed by a cross-cultural comparison of rhythm priors in 15 countries. Nature Human Behaviour 2024; 1-45. |
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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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Maia LS, Rocamora M, Biscainho LWP, Fuentes M. Selective Annotation of Few Data for Beat Tracking of Latin American Music Using Rhythmic Features. Transactions of the International Society for Music Information Retrieval 2024; 7(1): 99-112. |
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Ramoneda P, Jeong D, Eremenko V, Tamer NC, Miron M, Serra X. Combining piano performance dimensions for score difficulty classification. Expert Systems with Applications 2024; 238(PartB): 1-15. |
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Torres-Hernandez A, Brambila-Paz F, Ramirez-Melendez R. Proposal for Use of the Fractional Derivative of Radial Functions in Interpolation Problems. Fractal and Fractional 2024; 8(1). |
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Weck B, Kirchhoff H, Grosche P, Serra X. WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. In: Rudinac S (ed.). International Conference on Multimedia Modeling (MMM 2024). Springer Cham; 2024. p. 42-56. |
2023 (39)Alonso Jiménez P, Serra X, Bogdanov D. Efficient supervised training of audio transformers for music representation learning. In: -. Proceedings ISMIR 2023. 24rd International Society for Music Information Retrieval Conference. Milan: ISMIR; 2023. p. 1-8. |
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Alonso-Jiménez P, Favory X, Foroughmand H, Bourdalas G, Serra X, Lidy T, Bogdanov D. Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. In: AA. VV.. Proceedings 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023). Island of Rhodes: IEEE Signal Processing Society; 2023. p. 1-5. |
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Anthon G, Lizarraga-Seijas X, Font F. PYWDF: an open source library for prototyping and simulating wave filter circuits in Python. Proceedings of the International Conference on Digital Audio Effects 2023; 1: 335-341. |
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Batlle-Roca R, Herrera-Boyer P, Melendez-Catalan B, Molina E, Serra X. Towards a characterization of background music audibility in broadcasted TV. International Journal of Environmental Research and Public Health 2023; 20(1): 1-15. |
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Crawford T, Lewis D, Porter A. Exploring early vocal music and its lute arrangements: Using F-TEMPO as a musicological tool. In: Thomae ME. DLfM '23: Proceedings of the 10th International Conference on Digital Libraries for Musicology. Association for Computing Machinery; 2023. p. 77-81. |
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Gupta C, Kamath P, Wei Y, Li Z, Nanayakkara S, Wyse L. Towards Controllable Audio Texture Morphing. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023. |
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Gusó E, Luberadzka J, Baig M, Sayin Saraç U, Serra X. An objective evaluation of Hearing Aids and DNN-based speech enhancement in complex acoustic scenes. In: AA. VV.. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics ( WASPAA 2023 ). New Paltz (New York): IEEE; 2023. p. 1-5. |
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Haki B, Kotowski B, Lee CLI, Jordà S. TapTamDrum: A Dataset for Dualized Drum Patterns. In: -. Proceedings ISMIR 2023. 24rd International Society for Music Information Retrieval Conference. Milan: ISMIR; 2023. p. 1-7. |
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Haki B, Lenz J, Jorda S. NeuralMidiFx: a wrapper template for deploying neural networks as VST3 plugins. In: AA. VV.. AIMC 2023 Proceedings. AI Music Creativity; 2023. p. 1-18. |
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Haki B, Pelinski T, Nieto M, Jordà S. Completing audio drum loops with symbolic drum suggestions. In: AA.VV.. Proceedings New Interfaces for Musical Expression (NIME'23). México City: 2023. p. 1-8. |
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Irigaray I, Rocamora M, Biscainho LWP. Noise reduction in analog tape audio recordings with deep learning models. In: -. AES 2023 International Conference on Audio Archiving, Preservation & Restoration. -; 2023. p. 1-6. |