Publications
|
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. |
|
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. |
|
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. |
|
Narang J, De La Vega V, Lizarraga X, Mayor O, Parra H, Janer J, Serra X. ChoralSynth: Synthetic Dataset of Choral Singing. arxiv.org; 2023. |
|
Singh R, Zinemanas P, Serra X, Bello JP, Fuentes M. Flowgrad: Using Motion for Visual Sound Source Localization. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023; 2023. |
|
Valero-Mas JJ, Gallego AJ, Alonso-Jimenez P, Serra X. Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. Pattern Recognition 2023; 135. |
|
Plaja-Roglans G, Nuttall T, Pearson L, Serra X, Miron M. Repertoire-Specific Vocal Pitch Data Generation for Improved Melodic Analysis of Carnatic Music. Transactions of the International Society for Music Information Retrieval 2023; 6(1): 13-26. |
|
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. |
|
Srinivasamurthy A, Gulati S, Caro Repetto R, Serra X. Getting started on computational musicology and music information research: an indian art music perspective. In: Rao P.; Murthy H. A.; Prasann S. R. M.. Indian art music: a computational perspective. Sriranga Digital Software Technologies Pvt. Ltd., 2023; 2023. p. 3-38. |
|
Narang J, Miron M, Lizarraga X, Serra X. Analysis of Musical Dynamics in Vocal Performances. In: Aramaki M, Kronland-Martinet R, Ystad S, Hirata K, Kitahara T. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Science, Business Media Deutschland GmbH; 2023. |
|
Nuttall T, Plaja-Roglans G, Pearson L, Serra X. The Matrix Profile for Motif Discovery in Audio - An Example Application in Carnatic Music. In: Aramaki M, Kronland-Martinet R, Ystad S, Hirata K, Kitahara T. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Science, Business Media Deutschland GmbH; 2023. |
|
Kim H, Serra X. DiffVel: note-level MIDI velocity estimation for piano performance by a double conditioned diffusion model. In: AA. VV.. CMMR2023, the 16th International Symposium on Computer Music Multidisciplinary Research. Tokio: Springer; 2023. p. 1-12. |
|
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. |
|
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. |
|
Tamer NC, Özer Y, Müller M, Serra X. TAPE: An End-to-End Timbre-Aware Pitch Estimator. 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. |
|
Singh R, Zinemanas P, Serra X, Bello JP, Fuentes M. FlowGrad: Using Motion for Visual Sound Source Localization. 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. |
|
Weck B, Serra X. Data leakage in cross-modal retrieval training: A case study. 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. |
|
Tamer, NC, Özer Y, Müller M, Serra X. High-resolution violin transcription using weak labels. In: -. Proceedings ISMIR 2023. 24rd International Society for Music Information Retrieval Conference. Milan: ISMIR; 2023. p. 1-8. |
|
Ramoneda P, Valero-Mas JJ, Jeong D, Serra X. Predicting performance difficulty from piano sheet music images. In: -. Proceedings ISMIR 2023. 24rd International Society for Music Information Retrieval Conference. Milan: ISMIR; 2023. p. 1-8. |
|
Morsi A, Tatsumi K, Maezawa A, Fujishima T, Serra X. Sounds out of pläce? Score-independent detection of conspicuous mistakes in piano performances. In: -. Proceedings ISMIR 2023. 24rd International Society for Music Information Retrieval Conference. Milan: ISMIR; 2023. p. 1-7. |