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Xavier Serra

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Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset

Mar 06, 2024
Pedro Ramoneda, Minhee Lee, Dasaem Jeong, J. J. Valero-Mas, Xavier Serra

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Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio

Feb 14, 2024
Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora

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WikiMuTe: A web-sourced dataset of semantic descriptions for music audio

Dec 14, 2023
Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra

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ChoralSynth: Synthetic Dataset of Choral Singing

Nov 21, 2023
Jyoti Narang, Viviana De La Vega, Xavier Lizarraga, Oscar Mayor, Hector Parra, Jordi Janer, Xavier Serra

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Efficient Supervised Training of Audio Transformers for Music Representation Learning

Sep 28, 2023
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov

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Predicting performance difficulty from piano sheet music images

Sep 28, 2023
Pedro Ramoneda, Jose J. Valero-Mas, Dasaem Jeong, Xavier Serra

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An objective evaluation of Hearing Aids and DNN-based speech enhancement in complex acoustic scenes

Jul 24, 2023
Enric Gusó, Joanna Luberadzka, Martí Baig, Umut Sayin Saraç, Xavier Serra

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Combining piano performance dimensions for score difficulty classification

Jun 14, 2023
Pedro Ramoneda, Dasaem Jeong, Vsevolod Eremenko, Nazif Can Tamer, Marius Miron, Xavier Serra

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Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity

Apr 24, 2023
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov

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