Pablo Alonso-Jiménez

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Supervised Training

Music Information Retrieval

Top Venues

Pattern Recognit.

Publications

Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. CoRR (2024)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Efficient Supervised Training of Audio Transformers for Music Representation Learning. ISMIR (2023)
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. CoRR (2023)
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. Pattern Recognit. 135 (2023)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Efficient Supervised Training of Audio Transformers for Music Representation Learning. CoRR (2023)
Christos Plachouras, Pablo Alonso-Jiménez, Dmitry Bogdanov
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks. CoRR (2023)
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. ICASSP (2023)
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Music Representation Learning Based on Editorial Metadata from Discogs. ISMIR (2022)
Morgan Buisson, Pablo Alonso-Jiménez, Dmitry Bogdanov
Ambiguity Modelling with Label Distribution Learning for Music Classification. ICASSP (2022)
Dmitry Bogdanov, Xavier Lizarraga-Seijas, Pablo Alonso-Jiménez, Xavier Serra
MusAV: A dataset of relative arousal-valence annotations for validation of audio models. ISMIR (2022)
Jose J. Valero-Mas, Antonio-Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification. CoRR (2022)
Albin Andrew Correya, Jorge Marcos-Fernández, Luis Joglar-Ongay, Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
Audio and Music Analysis on the Web using Essentia.js. Trans. Int. Soc. Music. Inf. Retr. 4 (1) (2021)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
TensorFlow Audio Models in Essentia. CoRR (2020)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
Tensorflow Audio Models in Essentia. ICASSP (2020)