Stefan Balke

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 22

Top Topics

Music Retrieval

Audio Recordings

Genre Classification

Top Venues

GI-Jahrestagung

Trans. Int. Soc. Music. Inf. Retr.

Publications

Stefan Balke, Adrian Maiworm
Digitalisierung in der Amateurmusik. GI-Jahrestagung (2023)
Hamada M. Zahera, Stefan Heindorf, Stefan Balke, Jonas Haupt, Martin Voigt, Carolin Walter, Fabian Witter, Axel-Cyrille Ngonga Ngomo
Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings. ESWC (Satellite Events) (2022)
Stefan Balke, Julian Reck, Christof Weiß, Jakob Abeßer, Meinard Müller
JSD: A Dataset for Structure Analysis in Jazz Music. Trans. Int. Soc. Music. Inf. Retr. 5 (1) (2022)
Frank Zalkow, Stefan Balke, Vlora Arifi-Müller, Meinard Müller
MTD: A Multimodal Dataset of Musical Themes for MIR Research. Trans. Int. Soc. Music. Inf. Retr. 3 (1) (2020)
Stefan Balke, Matthias Dorfer, Luis Carvalho, Andreas Arzt, Gerhard Widmer
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. ISMIR (2019)
Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. IEEE Signal Process. Mag. 36 (1) (2019)
Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. CoRR (2019)
Frank Zalkow, Stefan Balke, Meinard Müller
Evaluating Salience Representations for Cross-modal Retrieval of Western Classical Music Recordings. ICASSP (2019)
Florian Henkel, Stefan Balke, Matthias Dorfer, Gerhard Widmer
Score Following as a Multi-Modal Reinforcement Learning Problem. Trans. Int. Soc. Music. Inf. Retr. 2 (1) (2019)
Stefan Balke, Matthias Dorfer, Luis Carvalho, Andreas Arzt, Gerhard Widmer
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. CoRR (2019)
Christof Weiss, Stefan Balke, Jakob Abeßer, Meinard Müller
Computational Corpus Analysis: A Case Study on Jazz Solos. ISMIR (2018)
Jakob Abeßer, Stefan Balke, Meinard Müller
Improving Bass Saliency Estimation Using Transfer Learning and Label Propagation. ISMIR (2018)
Stefan Balke, Christian Dittmar, Jakob Abeßer, Klaus Frieler, Martin Pfleiderer, Meinard Müller
Bridging the Gap: Enriching YouTube Videos with Jazz Music Annotations. Frontiers Digit. Humanit. 5 (2018)
Stefan Balke, Manuel Hiemer, Peter K. Schwab, Vlora Arifi-Müller, Klaus Meyer-Wegener, Meinard Müller
Die Oper als Multimediaszenario. GI-Jahrestagung (2017)
Meinard Müller, Stefan Balke, Christof Weiß
Tutorial TUT01 "Automatisierte Methoden der Musikverarbeitung". GI-Jahrestagung (2017)
Jakob Abeßer, Stefan Balke, Klaus Frieler, Martin Pfleiderer, Meinard Müller
Deep Learning for Jazz Walking Bass Transcription. Semantic Audio (2017)
Stefan Balke, Paul Bießmann, Sebastian Trump, Meinard Müller
Konzeption einer webbasierten Benutzerschnittstelle zur Unterstützung des Jazz-Piano Unterrichts. GI-Jahrestagung (2017)
Stefan Balke, Christian Dittmar, Jakob Abeßer, Meinard Müller
Data-driven solo voice enhancement for jazz music retrieval. ICASSP (2017)
Jonathan Driedger, Stefan Balke, Sebastian Ewert, Meinard Müller
Template-Based Vibrato Analysis in Complex Music Signals. ISMIR (2016)
Stefan Balke, Jonathan Driedger, Jakob Abeßer, Christian Dittmar, Meinard Müller
Towards Evaluating Multiple Predominant Melody Annotations in Jazz Recordings. ISMIR (2016)
Stefan Balke, Vlora Arifi-Müller, Lukas Lamprecht, Meinard Müller
Retrieving audio recordings using musical themes. ICASSP (2016)
Stefan Balke, Sanu Pulimootil Achankunju, Meinard Müller
Matching Musical Themes based on noisy OCR and OMR input. ICASSP (2015)