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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2018

Multimodal Deep Learning for Music Genre Classification.

[BibT_eX]

[DOI]

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

Natural Language Processing for Music Knowledge Discovery.

[BibT_eX]

[DOI]

CoRR, 2018

SemEval-2018 Task 9: Hypernym Discovery.

[BibT_eX]

[DOI]

José Camacho-Collados

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sergio Oramas

PhD thesis, 2017

Sound and Music Recommendation with Knowledge Graphs.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

A Deep Multimodal Approach for Cold-start Music Recommendation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Freesound Datasets: A Platform for the Creation of Open Audio Datasets.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Open Knowledge Extraction Challenge 2017.

[BibT_eX]

[DOI]

Axel-Cyrille Ngonga Ngomo

Proceedings of the Semantic Web Challenges, 2017

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2016

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

[BibT_eX]

[DOI]

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

Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Finding and Expanding Hypernymic Relations in the Music Domain.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Rule-Based Approach to Extracting Relations from Music Tidbits.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Mohamed Sordo

Sergio Oramas

Luis Espinosa Anke

Proceedings of the Natural Language Processing and Information Systems, 2015

A Semantic-Based Approach for Artist Similarity.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

FlaBase: Towards the Creation of a Flamenco Music Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

2014

Extending Tagging Ontologies with Domain Specific Knowledge.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Sergio Oramas

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