Sergio Oramas

According to our database, Sergio Oramas authored at least 34 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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, 2023

2022

Artist Similarity for Everyone: A Graph Neural Network Approach.

Filip Korzeniowski, Sergio Oramas, Fabien Gouyon

Trans. Int. Soc. Music. Inf. Retr., 2022

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, 2022

2021

Artist Similarity with Graph Neural Networks.

Filip Korzeniowski, Sergio Oramas, Fabien Gouyon

CoRR, 2021

PodRecs 2021: 2nd Workshop on Podcast Recommendations.

Ching-Wei Chen, Rosie Jones, Zahra Nazari, Longqi Yang, Maria Eskevich, Gareth James Francis Jones, Sergio Oramas

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Bootstrapping a Music Voice Assistant with Weak Supervision.

Sergio Oramas, Massimo Quadrana, Fabien Gouyon

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Artist Similarity Using Graph Neural Networks.

Filip Korzeniowski, Sergio Oramas, Fabien Gouyon

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Multimodal Metric Learning for Tag-Based Music Retrieval.

Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations.

Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra

Proceedings of the Workshops on Recommendation in Complex Scenarios and the Impact of Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

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, 2020

2019

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, 2019

2018

Multimodal Deep Learning for Music Genre Classification.

Sergio Oramas, Francesco Barbieri, Oriol Nieto, Xavier Serra

Trans. Int. Soc. Music. Inf. Retr., 2018

Natural Language Processing for Music Knowledge Discovery.

Sergio Oramas, Luis Espinosa Anke, Francisco Gómez, Xavier Serra

CoRR, 2018

SemEval-2018 Task 9: Hypernym Discovery.

José Camacho-Collados, Claudio Delli Bovi, Luis Espinosa Anke, Sergio Oramas, Tommaso Pasini, Enrico Santus, Vered Shwartz, Roberto Navigli, Horacio Saggion

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

MediaEval 2018 AcousticBrainz Genre Task: A Baseline Combining Deep Feature Embeddings Across Datasets.

Sergio Oramas, Dmitry Bogdanov, Alastair Porter

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

2017

Knowledge extraction and representation learning for music recommendation and classification.

Sergio Oramas

PhD thesis, 2017

Sound and Music Recommendation with Knowledge Graphs.

Sergio Oramas, Vito Claudio Ostuni, Tommaso Di Noia, Xavier Serra, Eugenio Di Sciascio

ACM Trans. Intell. Syst. Technol., 2017

A Deep Multimodal Approach for Cold-start Music Recommendation.

Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra

Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 2017

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, 2017

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, 2017

Open Knowledge Extraction Challenge 2017.

René Speck, Michael Röder, Sergio Oramas, Luis Espinosa Anke, Axel-Cyrille Ngonga Ngomo

Proceedings of the Semantic Web Challenges, 2017

ELMDist: A Vector Space Model with Words and MusicBrainz Entities.

Luis Espinosa Anke, Sergio Oramas, Horacio Saggion, Xavier Serra

Proceedings of the Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28, 2017

2016

Information extraction for knowledge base construction in the music domain.

Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra

Data Knowl. Eng., 2016

ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain.

Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

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, 2016

Finding and Expanding Hypernymic Relations in the Music Domain.

Luis Espinosa Anke, Sergio Oramas, José Camacho-Collados, Horacio Saggion

Proceedings of the Artificial Intelligence Research and Development, 2016

2015

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, 2015

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, 2015

Extracting Relations from Unstructured Text Sources for Music Recommendation.

Mohamed Sordo, Sergio Oramas, Luis Espinosa Anke

Proceedings of the Natural Language Processing and Information Systems, 2015

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, 2015

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, 2015

2014

Extending Tagging Ontologies with Domain Specific Knowledge.

Frederic Font, Sergio Oramas, György Fazekas, Xavier Serra

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Harvesting and Structuring Social Data in Music Information Retrieval.

Sergio Oramas

Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

2012

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, 2012