Andreas F. Ehmann

2025

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MGPHot: A Dataset of Musicological Annotations for Popular Music (1958-2022).
Sergio Oramas|Fabien Gouyon|Steve Hogan|Camilo Landau|Andreas F. Ehmann
Transactions of the International Society for Music Information Retrieval (TISMIR) 2025 Volume 8 Issue 1
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Quantize & Factorize: A fast yet effective unsupervised audio representation without deep learning.
Jaehun Kim|Matthew C. McCallum|Andreas F. Ehmann
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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Transcription-Based Lyrics Embeddings: Simple Extraction of Effective Lyrics Embeddings From Audio.
Jaehun Kim|Florian Henkel|Camilo Landau|Samuel E. Sandberg|Andreas F. Ehmann
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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Contrastive Learning for Cross-Modal Artist Retrieval.
Andres Ferraro|Jaehun Kim|Sergio Oramas|Andreas F. Ehmann|Fabien Gouyon
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Supervised and Unsupervised Learning of Audio Representations for Music Understanding.
Matthew C. McCallum|Filip Korzeniowski|Sergio Oramas|Fabien Gouyon|Andreas F. Ehmann
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2018

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End-to-end Learning for Music Audio Tagging at Scale.
Jordi Pons|Oriol Nieto|Matthew Prockup|Erik M. Schmidt|Andreas F. Ehmann|Xavier Serra
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2015

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Modeling Genre with the Music Genome Project: Comparing Human-Labeled Attributes and Audio Features.
Matthew Prockup|Andreas F. Ehmann|Fabien Gouyon|Erik M. Schmidt|Òscar Celma|Youngmoo E. Kim
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2012

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Second Fiddle is Important Too: Pitch Tracking Individual Voices in Polyphonic Music.
Mert Bay|Andreas F. Ehmann|James W. Beauchamp|Paris Smaragdis|J. Stephen Downie
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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Music Structure Segmentation Algorithm Evaluation: Expanding on MIREX 2010 Analyses and Datasets.
Andreas F. Ehmann|Mert Bay|J. Stephen Downie|Ichiro Fujinaga|David De Roure
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2009

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Evaluation of Multiple-F0 Estimation and Tracking Systems.
Mert Bay|Andreas F. Ehmann|J. Stephen Downie
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009
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Lyric Text Mining in Music Mood Classification.
Xiao Hu|J. Stephen Downie|Andreas F. Ehmann
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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Audio Cover Song Identification: MIREX 2006-2007 Results and Analyses.
J. Stephen Downie|Mert Bay|Andreas F. Ehmann|M. Cameron Jones
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
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The 2007 MIREX Audio Mood Classification Task: Lessons Learned.
Xiao Hu|J. Stephen Downie|Cyril Laurier|Mert Bay|Andreas F. Ehmann
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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The Music Information Retrieval Evaluation Exchange "Do-It-Yourself" Web Service.
Andreas F. Ehmann|J. Stephen Downie|M. Cameron Jones
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007
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Human Similarity Judgments: Implications for the Design of Formal Evaluations.
M. Cameron Jones|J. Stephen Downie|Andreas F. Ehmann
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007
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A "do-it-yourself" evaluation service for music information retrieval systems.
M. Cameron Jones|Mert Bay|J. Stephen Downie|Andreas F. Ehmann
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

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Exploiting Recommended Usage Metadata: Exploratory Analyses.
Xiao Hu|J. Stephen Downie|Andreas F. Ehmann
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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The 2005 Music Information retrieval Evaluation Exchange (MIREX 2005): Preliminary Overview.
J. Stephen Downie|Kris West|Andreas F. Ehmann|Emmanuel Vincent
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings
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Mining Music Reviews: Promising Preliminary Results.
Xiao Hu|J. Stephen Downie|Kris West|Andreas F. Ehmann
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings
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Music-to-knowledge (M2K): a prototyping and evaluation environment for music information retrieval research.
J. Stephen Downie|Andreas F. Ehmann|David K. Tcheng
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005