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ORCIDStefan Balke
Person information
- affiliation: pmOne Group, Paderborn, Germany
- affiliation: Johannes Kepler University Linz, Institute of Computational Perception, Austria
- affiliation (PhD 2018): University of Erlangen-Nuremberg, International Audio Laboratories, Erlangen, Germany
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Books and Theses
- 2018
[b1]Stefan Balke:
Multimedia Processing Techniques for Retrieving, Extracting, and Accessing Musical Content (Techniken der Multimediaverarbeitung zur Suche, Extraktion und den Zugriff auf musikalische Inhalte). University of Erlangen-Nuremberg, Germany, 2018
Journal Articles
- 2022
- [j5]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): 156-172 (2022) - 2020
- [j4]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): 180-192 (2020) - 2019
- [j3]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): 52-62 (2019) - [j2]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): 67-81 (2019) - 2018
- [j1]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: 1 (2018)
Conference and Workshop Papers
- 2023
- [c15]Stefan Balke, Adrian Maiworm:
Digitalisierung in der Amateurmusik. GI-Jahrestagung 2023: 841-850 - 2022
- [c14]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: 47-51 - 2019
- [c13]Frank Zalkow, Stefan Balke, Meinard Müller:
Evaluating Salience Representations for Cross-modal Retrieval of Western Classical Music Recordings. ICASSP 2019: 331-335 - [c12]Stefan Balke, Matthias Dorfer, Luís Carvalho, Andreas Arzt, Gerhard Widmer:
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. ISMIR 2019: 216-222 - 2018
- [c11]Jakob Abeßer, Stefan Balke, Meinard Müller:
Improving Bass Saliency Estimation Using Transfer Learning and Label Propagation. ISMIR 2018: 306-312 - [c10]Christof Weiss, Stefan Balke, Jakob Abeßer, Meinard Müller:
Computational Corpus Analysis: A Case Study on Jazz Solos. ISMIR 2018: 416-423 - 2017
- [c9]Stefan Balke, Paul Bießmann, Sebastian Trump, Meinard Müller:
Konzeption einer webbasierten Benutzerschnittstelle zur Unterstützung des Jazz-Piano Unterrichts. GI-Jahrestagung 2017: 61-73 - [c8]Stefan Balke, Manuel Hiemer, Peter K. Schwab, Vlora Arifi-Müller, Klaus Meyer-Wegener, Meinard Müller:
Die Oper als Multimediaszenario. GI-Jahrestagung 2017: 75-86 - [c7]Meinard Müller, Stefan Balke, Christof Weiß:
Tutorial TUT01 "Automatisierte Methoden der Musikverarbeitung". GI-Jahrestagung 2017: 2583-2584 - [c6]Stefan Balke, Christian Dittmar, Jakob Abeßer, Meinard Müller:
Data-driven solo voice enhancement for jazz music retrieval. ICASSP 2017: 196-200 - [c5]Jakob Abeßer, Stefan Balke, Klaus Frieler, Martin Pfleiderer, Meinard Müller:
Deep Learning for Jazz Walking Bass Transcription. Semantic Audio 2017 - 2016
- [c4]Stefan Balke, Vlora Arifi-Müller, Lukas Lamprecht, Meinard Müller:
Retrieving audio recordings using musical themes. ICASSP 2016: 281-285 - [c3]Jonathan Driedger, Stefan Balke, Sebastian Ewert, Meinard Müller:
Template-Based Vibrato Analysis in Complex Music Signals. ISMIR 2016: 239-245 - [c2]Stefan Balke, Jonathan Driedger, Jakob Abeßer, Christian Dittmar, Meinard Müller:
Towards Evaluating Multiple Predominant Melody Annotations in Jazz Recordings. ISMIR 2016: 246-252 - 2015
- [c1]Stefan Balke, Sanu Pulimootil Achankunju, Meinard Müller:
Matching Musical Themes based on noisy OCR and OMR input. ICASSP 2015: 703-707
Informal and Other Publications
- 2019
- [i2]Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer:
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies. CoRR abs/1902.04397 (2019) - [i1]Stefan Balke, Matthias Dorfer, Luís Carvalho, Andreas Arzt, Gerhard Widmer:
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval. CoRR abs/1906.10996 (2019)
Coauthor Index
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