Sergio Oramas

43 papers A 1B 2C 1Misc 1Journal 14Unranked 23
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 J jnl
MGPHot: A Dataset of Musicological Annotations for Popular Music (1958-2022).
Trans. Int. Soc. Music. Inf. Retr.
Sergio Oramas, Fabien Gouyon, Steve Hogan, Camilo Landau, Andreas F. Ehmann
2024 — conf
Talking to Your Recs: Multimodal Embeddings For Recommendation and Retrieval.
MuRS@RecSys
Sergio Oramas, Andres Ferraro, Álvaro Sarasúa, Fabien Gouyon
2023 — conf
Contrastive Learning for Cross-Modal Artist Retrieval.
ISMIR
Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
2023 J jnl
Contrastive Learning for Cross-modal Artist Retrieval.
CoRR
Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
2022 J jnl
Artist Similarity for Everyone: A Graph Neural Network Approach.
Trans. Int. Soc. Music. Inf. Retr.
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
2022 — conf
Supervised and Unsupervised Learning of Audio Representations for Music Understanding.
ISMIR
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
2022 J jnl
Supervised and Unsupervised Learning of Audio Representations for Music Understanding.
CoRR
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
2021 — conf
Artist Similarity Using Graph Neural Networks.
ISMIR
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
2021 J jnl
Artist Similarity with Graph Neural Networks.
CoRR
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
2021 — conf
Bootstrapping a Music Voice Assistant with Weak Supervision.
NAACL-HLT (Industry Papers)
Sergio Oramas, Massimo Quadrana, Fabien Gouyon
2021 Misc conf
Multimodal Metric Learning for Tag-Based Music Retrieval.
ICASSP
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
2021 A conf
PodRecs 2021: 2nd Workshop on Podcast Recommendations.
RecSys
Ching-Wei Chen, Rosie Jones, Zahra Nazari, Longqi Yang, Maria Eskevich, Gareth James Francis Jones, Sergio Oramas
2020 — conf
Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations.
ComplexRec-ImpactRS@RecSys
Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra
2020 — conf
Mood Classification Using Listening Data.
ISMIR
Filip Korzeniowski, Oriol Nieto, Matthew C. McCallum, Minz Won, Sergio Oramas, Erik M. Schmidt
2020 J jnl
Mood Classification Using Listening Data.
CoRR
Filip Korzeniowski, Oriol Nieto, Matthew C. McCallum, Minz Won, Sergio Oramas, Erik M. Schmidt
2020 J jnl
Multimodal Metric Learning for Tag-based Music Retrieval.
CoRR
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
2019 — conf
The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale.
ISMIR
Dmitry Bogdanov, Alastair Porter, Hendrik Schreiber, Julián Urbano, Sergio Oramas
2018 — conf
MediaEval 2018 AcousticBrainz Genre Task: A Baseline Combining Deep Feature Embeddings Across Datasets.
MediaEval
Sergio Oramas, Dmitry Bogdanov, Alastair Porter
2018 J jnl
Multimodal Deep Learning for Music Genre Classification.
Trans. Int. Soc. Music. Inf. Retr.
Sergio Oramas, Francesco Barbieri, Oriol Nieto, Xavier Serra
2018 J jnl
Natural Language Processing for Music Knowledge Discovery.
CoRR
Sergio Oramas, Luis Espinosa Anke, Francisco Gómez, Xavier Serra
2018 — conf
SemEval-2018 Task 9: Hypernym Discovery.
SemEval@NAACL-HLT
José Camacho-Collados, Claudio Delli Bovi, Luis Espinosa Anke, Sergio Oramas, Tommaso Pasini, Enrico Santus, Vered Shwartz, Roberto Navigli, Horacio Saggion
2017 — conf
A Deep Multimodal Approach for Cold-start Music Recommendation.
DLRS@RecSys
Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra
2017 J jnl
A Deep Multimodal Approach for Cold-start Music Recommendation.
CoRR
Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra
2017 — conf
ELMDist: A Vector Space Model with Words and MusicBrainz Entities.
ESWC (Satellite Events)
Luis Espinosa Anke, Sergio Oramas, Horacio Saggion, Xavier Serra
2017 — conf
Freesound Datasets: A Platform for the Creation of Open Audio Datasets.
ISMIR
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
2017 — —
Knowledge extraction and representation learning for music recommendation and classification.
Sergio Oramas
2017 — conf
Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features.
ISMIR
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
2017 J jnl
Multi-label Music Genre Classification from Audio, Text, and Images Using Deep Features.
CoRR
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
2017 — conf
Open Knowledge Extraction Challenge 2017.
SemWebEval@ESWC
René Speck, Michael Röder, Sergio Oramas, Luis Espinosa Anke, Axel-Cyrille Ngonga Ngomo
2017 J jnl
Sound and Music Recommendation with Knowledge Graphs.
ACM Trans. Intell. Syst. Technol.
Sergio Oramas, Vito Claudio Ostuni, Tommaso Di Noia, Xavier Serra, Eugenio Di Sciascio
2016 B conf
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain.
LREC
Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra
2016 — conf
Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies.
ISMIR
Sergio Oramas, Luis Espinosa Anke, Aonghus Lawlor, Xavier Serra, Horacio Saggion
2016 — conf
Finding and Expanding Hypernymic Relations in the Music Domain.
CCIA
Luis Espinosa Anke, Sergio Oramas, José Camacho-Collados, Horacio Saggion
2016 J jnl
Information extraction for knowledge base construction in the music domain.
Data Knowl. Eng.
Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra
2015 — conf
A Rule-Based Approach to Extracting Relations from Music Tidbits.
WWW (Companion Volume)
Sergio Oramas, Mohamed Sordo, Luis Espinosa Anke
2015 — conf
A Semantic Hybrid Approach for Sound Recommendation.
WWW (Companion Volume)
Vito Claudio Ostuni, Tommaso Di Noia, Eugenio Di Sciascio, Sergio Oramas, Xavier Serra
2015 — conf
A Semantic-Based Approach for Artist Similarity.
ISMIR
Sergio Oramas, Mohamed Sordo, Luis Espinosa Anke, Xavier Serra
2015 C conf
Extracting Relations from Unstructured Text Sources for Music Recommendation.
NLDB
Mohamed Sordo, Sergio Oramas, Luis Espinosa Anke
2015 — conf
FlaBase: Towards the Creation of a Flamenco Music Knowledge Base.
ISMIR
Sergio Oramas, Francisco Gómez, Emilia Gómez, Joaquín Mora
2014 — conf
Extending Tagging Ontologies with Domain Specific Knowledge.
ISWC (Posters & Demos)
Frederic Font, Sergio Oramas, György Fazekas, Xavier Serra
2014 B conf
Harvesting and Structuring Social Data in Music Information Retrieval.
ESWC
Sergio Oramas
2012 — conf
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings.
ISMIR
Aggelos Pikrakis, Francisco Gómez, Sergio Oramas, José Miguel Díaz-Báñez, Joaquín Mora, Francisco Escobar-Borrego, Emilia Gómez, Justin Salamon