Arthur Flexer

2024

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Charting the Universe of Metal Music Lyrics and Analyzing Their Relation to Perceived Audio Hardness.
Isabella Czedik-Eysenberg|Oliver J. Wieczorek|Arthur Flexer|Christoph Reuter
Transactions of the International Society for Music Information Retrieval (TISMIR) 2024 Volume 7 Issue 1
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On the Validity of Employing ChatGPT for Distant Reading of Music Similarity.
Arthur Flexer
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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A Review of Validity and Its Relationship to Music Information Research.
Bob L. T. Sturm|Arthur Flexer
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers.
Francesco Foscarin|Katharina Hoedt|Verena Praher|Arthur Flexer|Gerhard Widmer
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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On Evaluation of Inter- and Intra-Rater Agreement in Music Recommendation.
Arthur Flexer|Taric Lallai|Katja Rasl
Transactions of the International Society for Music Information Retrieval (TISMIR) 2021 Volume 4 Issue 1
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On End-to-End White-Box Adversarial Attacks in Music Information Retrieval.
Katharina Prinz|Arthur Flexer|Gerhard Widmer
Transactions of the International Society for Music Information Retrieval (TISMIR) 2021 Volume 4 Issue 1
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On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples.
Verena Praher|Katharina Prinz|Arthur Flexer|Gerhard Widmer
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Introduction to the Special Collection "20th Anniversary of ISMIR".
Arthur Flexer|Florence Levé|Geoffroy Peeters|Julián Urbano
Transactions of the International Society for Music Information Retrieval (TISMIR) 2020 Volume 3 Issue 1

2019

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Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
International Society for Music Information Retrieval Conference (ISMIR) 2019
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Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?.
Arthur Flexer|Taric Lallai
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2015

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Improving Visualization of High-Dimensional Music Similarity Spaces.
Arthur Flexer
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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A Case for Hubness Removal in High-Dimensional Multimedia Retrieval.
Dominik Schnitzer|Arthur Flexer|Nenad Tomasev
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings
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On Inter-rater Agreement in Audio Music Similarity.
Arthur Flexer
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014
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Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness.
Peter Knees|Dominik Schnitzer|Arthur Flexer
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

2012

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A MIREX Meta-analysis of Hubness in Audio Music Similarity.
Arthur Flexer|Dominik Schnitzer|Jan Schlueter
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012
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Putting the User in the Center of Music Information Retrieval.
Markus Schedl|Arthur Flexer
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

2011

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Using Mutual Proximity to Improve Content-Based Audio Similarity.
Dominik Schnitzer|Arthur Flexer|Markus Schedl|Gerhard Widmer
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2010

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Combining Features Reduces Hubness in Audio Similarity.
Arthur Flexer|Dominik Schnitzer|Martin Gasser|Tim Pohle
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010
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Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features.
Dominik Schnitzer|Arthur Flexer|Gerhard Widmer|Martin Gasser
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks.
Dominik Schnitzer|Arthur Flexer|Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

2008

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Playlist Generation using Start and End Songs.
Arthur Flexer|Dominik Schnitzer|Martin Gasser|Gerhard Widmer
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
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Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams.
Martin Gasser|Arthur Flexer|Gerhard Widmer
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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A Closer Look on Artist Filters for Musical Genre Classification.
Arthur Flexer
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007
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Drum Transcription in Polyphonic Music Using Non-Negative Matrix Factorisation.
Arnaud Moreau|Arthur Flexer
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2006

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Probabilistic Combination of Features for Music Classification.
Arthur Flexer|Fabien Gouyon|Simon Dixon|Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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Novelty Detection Based on Spectral Similarity of Songs.
Arthur Flexer|Elias Pampalk|Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings
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Improvements of Audio-Based Music Similarity and Genre Classificaton.
Elias Pampalk|Arthur Flexer|Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings