Igor Vatolkin

2025

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Towards an 'Everything Corpus': A Framework and Guidelines for the Curation of More Comprehensive Multimodal Music Data.
Mark Gotham|Brian Bemman|Igor Vatolkin
Transactions of the International Society for Music Information Retrieval (TISMIR) 2025 Volume 8 Issue 1

2022

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Multi-Objective Investigation of Six Feature Source Types for Multi-Modal Music Classification.
Igor Vatolkin|Cory McKay
Transactions of the International Society for Music Information Retrieval (TISMIR) 2022 Volume 5 Issue 1
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Stability of Symbolic Feature Group Importance in the Context of Multi-Modal Music Classification.
Igor Vatolkin|Cory McKay
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation.
Fabian Ostermann|Igor Vatolkin|Günter Rudolph
Transactions of the International Society for Music Information Retrieval (TISMIR) 2021 Volume 4 Issue 1
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Advancements in the Music Information Retrieval Framework AMUSE over the Last Decade.
Igor Vatolkin|Philipp Ginsel|Günter Rudolph
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2018

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Comparison of Audio Features for Recognition of Western and Ethnic Instruments in Polyphonic Mixtures.
Igor Vatolkin|Günter Rudolph
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2015

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Evaluation of Album Effect for Feature Selection in Music Genre Recognition.
Igor Vatolkin|Günter Rudolph|Claus Weihs
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2010

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AMUSE (Advanced MUSic Explorer) - A Multitool Framework for Music Data Analysis.
Igor Vatolkin|Wolfgang M. Theimer|Martin Botteck
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010