Pablo Alonso-Jiménez

19 papers A* 1C 1Misc 3Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Benchmarking Music Autotagging with MGPHot Expert Annotations vs. Generic Tag Datasets.
CoRR
Pedro Ramoneda, Pablo Alonso-Jiménez, Sergio Oramas, Xavier Serra, Dmitry Bogdanov
2025 A* conf
OMAR-RQ: Open Music Audio Representation Model Trained with Multi-Feature Masked Token Prediction.
ACM Multimedia
Pablo Alonso-Jiménez, Pedro Ramoneda, Recep Oguz Araz, Andrea Poltronieri, Dmitry Bogdanov
2025 J jnl
OMAR-RQ: Open Music Audio Representation Model Trained with Multi-Feature Masked Token Prediction.
CoRR
Pablo Alonso-Jiménez, Pedro Ramoneda, Recep Oguz Araz, Andrea Poltronieri, Dmitry Bogdanov
2024 C conf
Evaluation of Deep Audio Representations for Semantic Sound Similarity.
CBMI
Recep Oguz Araz, Dmitry Bogdanov, Pablo Alonso-Jiménez, Frederic Font
2024 — conf
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio.
ICASSP Workshops
Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora
2024 J jnl
Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio.
CoRR
Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora
2023 — conf
Efficient Supervised Training of Audio Transformers for Music Representation Learning.
ISMIR
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2023 J jnl
Efficient Supervised Training of Audio Transformers for Music Representation Learning.
CoRR
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2023 J jnl
Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification.
Pattern Recognit.
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
2023 Misc conf
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity.
ICASSP
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
2023 J jnl
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity.
CoRR
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
2023 J jnl
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks.
CoRR
Christos Plachouras, Pablo Alonso-Jiménez, Dmitry Bogdanov
2022 Misc conf
Ambiguity Modelling with Label Distribution Learning for Music Classification.
ICASSP
Morgan Buisson, Pablo Alonso-Jiménez, Dmitry Bogdanov
2022 J jnl
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification.
CoRR
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
2022 — conf
MusAV: A dataset of relative arousal-valence annotations for validation of audio models.
ISMIR
Dmitry Bogdanov, Xavier Lizarraga-Seijas, Pablo Alonso-Jiménez, Xavier Serra
2022 — conf
Music Representation Learning Based on Editorial Metadata from Discogs.
ISMIR
Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2021 J jnl
Audio and Music Analysis on the Web using Essentia.js.
Trans. Int. Soc. Music. Inf. Retr.
Albin Andrew Correya, Jorge Marcos-Fernández, Luis Joglar-Ongay, Pablo Alonso-Jiménez, Xavier Serra, Dmitry Bogdanov
2020 J jnl
TensorFlow Audio Models in Essentia.
CoRR
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
2020 Misc conf
Tensorflow Audio Models in Essentia.
ICASSP
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra