Sergio Oramas

2025

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MGPHot: A Dataset of Musicological Annotations for Popular Music (1958-2022).
Sergio Oramas|Fabien Gouyon|Steve Hogan|Camilo Landau|Andreas F. Ehmann
Transactions of the International Society for Music Information Retrieval (TISMIR) 2025 Volume 8 Issue 1

2023

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Contrastive Learning for Cross-Modal Artist Retrieval.
Andres Ferraro|Jaehun Kim|Sergio Oramas|Andreas F. Ehmann|Fabien Gouyon
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Artist Similarity for Everyone: A Graph Neural Network Approach.
Filip Korzeniowski|Sergio Oramas|Fabien Gouyon
Transactions of the International Society for Music Information Retrieval (TISMIR) 2022 Volume 5 Issue 1
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Supervised and Unsupervised Learning of Audio Representations for Music Understanding.
Matthew C. McCallum|Filip Korzeniowski|Sergio Oramas|Fabien Gouyon|Andreas F. Ehmann
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Artist Similarity Using Graph Neural Networks.
Filip Korzeniowski|Sergio Oramas|Fabien Gouyon
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Mood Classification Using Listening Data.
Filip Korzeniowski|Oriol Nieto|Matthew C. McCallum|Minz Won|Sergio Oramas|Erik M. Schmidt
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale.
Dmitry Bogdanov|Alastair Porter|Hendrik Schreiber|Julián Urbano|Sergio Oramas
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Multimodal Deep Learning for Music Genre Classification.
Sergio Oramas|Francesco Barbieri|Oriol Nieto|Xavier Serra
Transactions of the International Society for Music Information Retrieval (TISMIR) 2018 Volume 1 Issue 1

2017

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Sound and Music Recommendation with Knowledge Graphs.
Sergio Oramas|Vito Claudio Ostuni|Tommaso Di Noia|Xavier Serra|Eugenio Di Sciascio
ACM Transactions on Intelligent Systems and Technology (TIST) 2017 Volume 8 Issue 2
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Freesound Datasets: A Platform for the Creation of Open Audio Datasets.
Eduardo Fonseca|Jordi Pons|Xavier Favory|Frederic Font|Dmitry Bogdanov|Andres Ferraro|Sergio Oramas|Alastair Porter|Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017
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Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features.
Sergio Oramas|Oriol Nieto|Francesco Barbieri|Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies.
Sergio Oramas|Luis Espinosa Anke|Aonghus Lawlor|Xavier Serra|Horacio Saggion
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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FlaBase: Towards the Creation of a Flamenco Music Knowledge Base.
Sergio Oramas|Francisco Gómez|Emilia Gómez|Joaquín Mora
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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A Semantic-Based Approach for Artist Similarity.
Sergio Oramas|Mohamed Sordo|Luis Espinosa Anke|Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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A Rule-Based Approach to Extracting Relations from Music Tidbits.
Sergio Oramas|Mohamed Sordo|Luis Espinosa Anke
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume
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A Semantic Hybrid Approach for Sound Recommendation.
Vito Claudio Ostuni|Tommaso Di Noia|Eugenio Di Sciascio|Sergio Oramas|Xavier Serra
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2012

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Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings.
Aggelos Pikrakis|Francisco Gómez|Sergio Oramas|José Miguel Díaz-Báñez|Joaquín Mora|Francisco Escobar-Borrego|Emilia Gómez|Justin Salamon
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012