Tensorflow Audio Models in Essentia. - Pablo Alonso-Jiménez; Dmitry Bogdanov; Jordi Pons; Xavier Serra (ICASSP, 2020)

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)

Ambiguity Modelling with Label Distribution Learning for Music Classification. - Morgan Buisson; Pablo Alonso-Jiménez; Dmitry Bogdanov (ICASSP, 2022)

Music Representation Learning Based on Editorial Metadata from Discogs. - Pablo Alonso-Jiménez; Xavier Serra; Dmitry Bogdanov (ISMIR, 2022)

MusAV: A dataset of relative arousal-valence annotations for validation of audio models. - Dmitry Bogdanov; Xavier Lizarraga-Seijas; Pablo Alonso-Jiménez; Xavier Serra (ISMIR, 2022)

MusAV Dataset. - Dmitry Bogdanov; Xavier Lizarraga-Seijas; Pablo Alonso-Jiménez; Xavier Serra (Zenodo, 2022)

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 (ICASSP, 2023)

Efficient Supervised Training of Audio Transformers for Music Representation Learning. - Pablo Alonso-Jiménez; Xavier Serra; Dmitry Bogdanov (ISMIR, 2023)

mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks. - Christos Plachouras; Pablo Alonso-Jiménez; Dmitry Bogdanov (CoRR, 2023)

Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification. - Jose J. Valero-Mas; Antonio Javier Gallego 001; Pablo Alonso-Jiménez; Xavier Serra (Pattern Recognit., 2023)

Evaluation of Deep Audio Representations for Semantic Sound Similarity. - Recep Oguz Araz; Dmitry Bogdanov; Pablo Alonso-Jiménez; Frederic Font (CBMI, 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 (ICASSP Workshops, 2024)

OMAR-RQ: Open Music Audio Representation Model Trained with Multi-Feature Masked Token Prediction. - Pablo Alonso-Jiménez; Pedro Ramoneda; Recep Oguz Araz; Andrea Poltronieri; Dmitry Bogdanov (CoRR, 2025)