Stefan Balke

According to our database, Stefan Balke authored at least 21 papers between 2015 and 2023.

Collaborative distances:

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

2023

Digitalisierung in der Amateurmusik.

Stefan Balke, Adrian Maiworm

Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

2022

JSD: A Dataset for Structure Analysis in Jazz Music.

Stefan Balke, Julian Reck, Christof Weiß, Jakob Abeßer, Meinard Müller

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

Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings.

Hamada M. Zahera, Stefan Heindorf, Stefan Balke, Jonas Haupt, Martin Voigt, Carolin Walter, Fabian Witter, Axel-Cyrille Ngonga Ngomo

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

2020

MTD: A Multimodal Dataset of Musical Themes for MIR Research.

Frank Zalkow, Stefan Balke, Vlora Arifi-Müller, Meinard Müller

Trans. Int. Soc. Music. Inf. Retr., 2020

2019

Score Following as a Multi-Modal Reinforcement Learning Problem.

Florian Henkel, Stefan Balke, Matthias Dorfer, Gerhard Widmer

Trans. Int. Soc. Music. Inf. Retr., 2019

Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies.

Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer

IEEE Signal Process. Mag., 2019

Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval.

Stefan Balke, Matthias Dorfer, Luís Carvalho, Andreas Arzt, Gerhard Widmer

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

Evaluating Salience Representations for Cross-modal Retrieval of Western Classical Music Recordings.

Frank Zalkow, Stefan Balke, Meinard Müller

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Multimedia Processing Techniques for Retrieving, Extracting, and Accessing Musical Content (Techniken der Multimediaverarbeitung zur Suche, Extraktion und den Zugriff auf musikalische Inhalte)

Stefan Balke

PhD thesis, 2018

Bridging the Gap: Enriching YouTube Videos with Jazz Music Annotations.

Stefan Balke, Christian Dittmar, Jakob Abeßer, Klaus Frieler, Martin Pfleiderer, Meinard Müller

Frontiers Digit. Humanit., 2018

Computational Corpus Analysis: A Case Study on Jazz Solos.

Christof Weiss, Stefan Balke, Jakob Abeßer, Meinard Müller

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Improving Bass Saliency Estimation Using Transfer Learning and Label Propagation.

Jakob Abeßer, Stefan Balke, Meinard Müller

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

Deep Learning for Jazz Walking Bass Transcription.

Jakob Abeßer, Stefan Balke, Klaus Frieler, Martin Pfleiderer, Meinard Müller

Proceedings of the AES International Conference Semantic Audio 2017, 2017

Data-driven solo voice enhancement for jazz music retrieval.

Stefan Balke, Christian Dittmar, Jakob Abeßer, Meinard Müller

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Tutorial TUT01 "Automatisierte Methoden der Musikverarbeitung".

Meinard Müller, Stefan Balke, Christof Weiß

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Die Oper als Multimediaszenario.

Stefan Balke, Manuel Hiemer, Peter K. Schwab, Vlora Arifi-Müller, Klaus Meyer-Wegener, Meinard Müller

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Konzeption einer webbasierten Benutzerschnittstelle zur Unterstützung des Jazz-Piano Unterrichts.

Stefan Balke, Paul Bießmann, Sebastian Trump, Meinard Müller

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

2016

Template-Based Vibrato Analysis in Complex Music Signals.

Jonathan Driedger, Stefan Balke, Sebastian Ewert, Meinard Müller

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

Towards Evaluating Multiple Predominant Melody Annotations in Jazz Recordings.

Stefan Balke, Jonathan Driedger, Jakob Abeßer, Christian Dittmar, Meinard Müller

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

Retrieving audio recordings using musical themes.

Stefan Balke, Vlora Arifi-Müller, Lukas Lamprecht, Meinard Müller

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Matching Musical Themes based on noisy OCR and OMR input.

Stefan Balke, Sanu Pulimootil Achankunju, Meinard Müller

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015