Publications-ppc
2023 (12)Alonso-Jiménez P, Favory X, Foroughmand H, Bourdalas G, Serra X, Lidy T, Bogdanov D. 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). 1 ed. Island of Rhodes: IEEE Signal Processing Society; 2023. p. 1-5. |
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Batlle-Roca R, Herrera-Boyer P, Meléndez 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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Hupont I, Tolan S, Frau P, Porcaro L, Gomez E.. Measuring and fostering diversity in Affective Computing research. IEEE Transactions on Affective Computing 2023; ( ): 1-16. |
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Kim H, Miron M, Serra X. Score-Informed MIDI Velocity Estimation for Piano Performance by FiLM Conditioning. In: AA. VV.. Proceedings of he 2023 Sound & Music Computing Conference (SMC Conference 2023). 1 ed. Stockholm: 2023. p. 1-9. |
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Plachouras C, Miron M. Music Rearrangement Using Hierarchical Segmentation. In: AA. VV.. Proceedings 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023). 1 ed. Island of Rhodes: IEEE Signal Processing Society; 2023. p. 1-5. |
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Ramirez-Melendez R, Reija X. The Creative Drummer: An EEG-Based Pilot Study on the Correlates of Emotions and Creative Drum Playing. Brain Sciences 2023; 13(1). |
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Schedl M, Gómez E, Lex E.. Trustworthy Algorithmic Ranking Systems. In: ACM SIGIR. WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. 1 ed. Association for Computing Machinery, Inc; 2023. p. 1240-1243. |
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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). 1 ed. Island of Rhodes: IEEE Signal Processing Society; 2023. p. 1-5. |
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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. 1 ed. Sriranga Digital Software Technologies Pvt. Ltd., 2023; 2023. p. 3-38. |
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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). 1 ed. Island of Rhodes: IEEE Signal Processing Society; 2023. p. 1-5. |
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Valero-Mas JJ, Gallego AJ, Alonso-Jiménez P, Serra X. Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. Pattern Recognition 2023; 135( ). |
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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). 1 ed. Island of Rhodes: IEEE Signal Processing Society; 2023. p. 1-5. |
2022 (34)Alonso-Jiménez P, Serra X, Bogdanov D. Music representation learning based on editorial metadata from discogs. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 825-833. |
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Bogdanov D, Lizarraga Seijas X, Alonso-Jiménez P, Serra X. MusAV: A dataset of relative arousal-valence annotations for validation of audio models. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 650-658. |
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Buisson M, Alonso-Jiménez P, Bogdanov D. Ambiguity Modelling with Label Distribution Learning for Music Classification. In: Li H, Furui S (eds,). 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 1 ed. Singapur: IEEE Signal Processing Society; 2022. p. 611-615. |
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Chandna P, Cuesta H, Petermann D, Gómez E. A Deep-Learning Based Framework for Source Separation, Analysis, and Synthesis of Choral Ensembles. Frontiers 2022; 2( ): 1-15. |
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Correya Albin A, Bogdanov D, Alonso-Jimenez P, Serra X. Essentia API: a web API for music audio analysis. UPF; 2022. |
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Cortès G, Ciurana A, Molina E, Miron M, Meyers O, Six J, Serra X. BAF: an audio fingerprinting dataset for broadcast monitoring. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 908-916. |
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Cuesta H, Gómez E. Voice assignment in vocal quartets using deep learning models based on pitch salience. Transactions of the International Society for Music Information Retrieval 2022; 5(1): 99-112. |
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Drysdale J, Hockman J, Ramires A, Serra X. Improved automatic instrumentation role classification and loop activation transcription. In: Evangelista G, Holighaus N (eds.). Proceedings - Digital Audio Effects 20's Vienna (eDAFx2020) 1 ed. Viena: IEEE; 2022. p. 264-271. |
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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 2022; (30): 829-852. |
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Haki B, Nieto M, Pelinski T, Jordà S. Real-Time Drum Accompaniment Using Transformer Architecture. In: AA. VV.. Proceedings of the 3rd Conference on AI Music Creativity (AIMC 2022). 1 ed. AIMC; 2022. p. 1-10. |
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Ilaria Manco, Benno Weck, Philip Tovstogan, Minz Won, Dmitry Bogdanov. Song Describer: a Platform for Collecting Textual Descriptions of Music Recordings. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 1-4. |
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Kim H, Miron M, Serra X. Note level MIDI velocity estimation for piano performance. UPF; 2022. |
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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. |
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Marcos-Fernández J, Joglar-Ongay L, Serra X, Bogdanov D. Audio Analysis Applications in the Browser with Essentia.js. In: AA. VV.. Proceedings WAC2022. 7th International Web Audio conference. 1 ed. Cannes: 2022. |
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Morsi A, Serra X. Bottlenecks and solutions for audio to score alignment research. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 272-279. |
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Narang J, Miron M, Srinivasamurthy A, Serra X. Analysis of musical dynamics in vocal performances using loudness measures. In: Evangelista G, Holighaus N (eds.). Proceedings - Digital Audio Effects 20's Vienna (eDAFx2020) 1 ed. Viena: IEEE; 2022. p. 33-39. |
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Nuttall T, Plaja-Roglans G, Pearson L, Sierra X. In search of Sañcaras: tradition-informed repeated melodic pattern recognition in carnatic music. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 337-344. |
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Perez M, Kirchhoff H, Serra X. A Comparison of Pitch Chroma Extraction Algorithms. In: Michon R, Pottier L, Orlarey Y (eds.). Proceedings of the SMC 2022 Music technology and design. 1 ed. Saint-Étienne: Université Jean Monnet of Saint-Étienne (CLLA); 2022. p. 224-231. |