Pablo Alonso-Jiménez

According to our database, Pablo Alonso-Jiménez authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

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

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification.

Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra

Pattern Recognit., 2023

mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks.

Christos Plachouras, Pablo Alonso-Jiménez, Dmitry Bogdanov

CoRR, 2023

Efficient Supervised Training of Audio Transformers for Music Representation Learning.

Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

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

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

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

MusAV: A dataset of relative arousal-valence annotations for validation of audio models.

Dmitry Bogdanov, Xavier Lizarraga-Seijas, Pablo Alonso-Jiménez, Xavier Serra

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Music Representation Learning Based on Editorial Metadata from Discogs.

Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Ambiguity Modelling with Label Distribution Learning for Music Classification.

Morgan Buisson, Pablo Alonso-Jiménez, Dmitry Bogdanov

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Audio and Music Analysis on the Web using Essentia.js.

Albin Andrew Correya, Jorge Marcos-Fernández, Luis Joglar-Ongay, Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov

Trans. Int. Soc. Music. Inf. Retr., 2021

2020

Tensorflow Audio Models in Essentia.

Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020