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2024 (3)

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.

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.

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).

2023 (34)

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.

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.

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.

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.

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.

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.

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.

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.

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.

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). Stockholm: 2023. p. 1-9.

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.

Manco I, Weck B, Doh S, Zhang Y, Bogdanov D, Wu Y, Chen K, Tovstogan P, Benetos E, Quinton E, Fazekas G, Nam J, Won M. The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. In: AA. VV.. Proceedings NeurIPS 2023 Workshop on Machine Learning for Audio. New Orleans: Neural Information Processing Systems; 2023. p. 1-13.

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.

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.

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.

Perez M, Kirchhoff H, Serra X. TRIAD: capturing harmonics with 3D convolutions. In: -. Proceedings ISMIR 2023. 24rd International Society for Music Information Retrieval Conference. Milan: ISMIR; 2023. p. 1-8.