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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.

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.

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.

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.

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.

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).

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.

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.

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.

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.

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( ).

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.

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.

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.

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.

Correya Albin A, Bogdanov D, Alonso-Jimenez P, Serra X. Essentia API: a web API for music audio analysis. UPF; 2022.

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.

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.

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.

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.

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.

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.

Kim H, Miron M, Serra X. Note level MIDI velocity estimation for piano performance. UPF; 2022.

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.

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.

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.

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.

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.

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.

Plaja-Roglans G, Miron M, Serra X. A diffusion-inspired training strategy for singing voice extraction in the waveform domain. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 685-693.

Porcaro L, Gómez E, Castillo C. Diversity in the music listening experience: insights from focus group interviews. In: AA. VV.. CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval;. 1 ed. Regensburg: ACM; 2022. p. 272-276.

Porcaro L, Gómez-Gutierrez E, Castillo C. Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics. Proceedings of the ACM on Human-Computer Interaction 2022; 6(109): 1-26.

Ramires A, Juras J, Parker JD, Serra X. A study of control methods for percussive sound synthesis based on gans. In: Evangelista G, Holighaus N (eds.). Proceedings - Digital Audio Effects 20's Vienna (eDAFx2020) 1 ed. Viena: IEEE; 2022. p. 224-231.

Ramirez-Melendez R, Matamoros E, Hernandez Leo D, Mirabel J, Sanchez E, Escude N. Music-Enhanced Emotion Identification of Facial Emotions in Autistic Spectrum Disorder Children: A Pilot EEG Study. Brain Sciences 2022; 12(6): 1-11.

Ramoneda P, Can Tamer N, Eremenko V, Serra X, Miron M. Score difficulty analysis for piano performance education based on fingering. 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. 201-205.

Ramoneda P, Jeong D, Nakamura E, Serra X, Miron M. Automatic Piano Fingering from Partially Annotated Scores using Autoregressive Neural Networks. In: AA. VV.. Proceedings 30th ACM International Conference on Multimedia. MM'22 1 ed. Lisboa: ACM Multimedia; 2022. p. 1-9.

Sayis B., Ramirez R, Pares N. Mixed reality or LEGO game play? Fostering social interaction in children with Autism. Virtual reality 2022; 26(2): 771-787.

Schedl M, Gómez E, Lex E. Retrieval and Recommendation Systems at the Crossroads of Artificial Intelligence, Ethics, and Regulation. In: ACM SIGIR. SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. 1 ed. Association for Computing Machinery, Inc; 2022. p. 3420-3424.

Schmidt N, Pons J, MironM. PodcastMix: A dataset for separating music and speech in podcasts. In: Ko H, Hansen JHL. Proceedings of Interspeech 2022. 1 ed. International Speech Communication Association; 2022. p. 231-235.

Tamer NC, Ramoneda P, Serra X. Violin etudes: a comprehensive dataset for f0 estimation and performance analysis. In: AA. VVV.. Proceedings 23rd International Society for Music Information Retrieval Conference (ISMIR 2022). 1 ed. Bengaluru: ISMIR; 2022. p. 517-524.

Tamer NC, Ramoneda P, Serra X. Violin etudes: a comprehensive dataset for f0 estimation and performance analysis. Spanish Ministerio de Ciencia e Innovación and the Agencia Estatal de Investigación; 2022.

Tovstogan P, Serra X, Bogdanov D. Similarity of nearest-neighbor query results in deep latent spaces. 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. 287-294.

Tovstogan P, Serra X, Bogdanov D. Visualization of deep audio embeddings for music exploration and rediscovery. 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. 493-500.

Weck B, Pérez M, Kirchhoff H, Serra X. Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval. In: Lagrange M, Mesaros AM, Pellegrini T, Richard G, Serizel R, Stowell D (eds.). Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2022). 1 ed. Nancy: Dcase; 2022. p. 206-211.

Yesiler F, Miron M, Serrà J, Gómez E. Assessing algorithmic biases for musical version identification. In: K Selcuk Candan. WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. 1 ed. Association for Computing Machinery, Inc; 2022. p. 1284-1290.

2021 (48)

Blanco AD, Tassani S, Ramirez R. Effects of Visual and Auditory Feedback in Violin and Singing Voice Pitch Matching Tasks. Frontiers in Psychology 2021; 12( ): 1-15.

Blanco AD, Tassani S, Ramirez R. Real-Time Sound and Motion Feedback for Violin Bow Technique Learning: A Controlled, Randomized Trial. Frontiers in Psychology 2021; 12( ): 1-15.

Bonada J, Blaauw M. Semi-supervised Learning for Singing Synthesis Timbre. In: AA. VV.. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021). 1 ed. arXiv.org; 2021. p. 783-787.

Charisi V, Merino L, Escobar M, Caballero F, Gomez R, Gómez E. The effects of robot cognitive reliability and social positioning on child-robot team dynamics. Proceedings IEEE International Conference on Robotics and Automation 2021; ( ): 9439-9445.

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