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, 2024)

Hard Negative Sampling for Music Recommendation: Real-World Impacts on Accuracy and Diversity - M. Jeffrey Mei; Oliver Bembom; Andreas F. Ehmann (Proceedings of the 2nd Music Recommender Systems Workshop 2024 co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 14, 2024, 2024)

Negative Feedback for Music Personalization - M. Jeffrey Mei; Oliver Bembom; Andreas F. Ehmann (Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2024, Cagliari, Italy, July 1-4, 2024, 2024)

Negative Feedback for Music Personalization - M. Jeffrey Mei; Oliver Bembom; Andreas F. Ehmann (CoRR, 2024)

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, 2023)

Station and Track Attribute-Aware Music Personalization - M. Jeffrey Mei; Oliver Bembom; Andreas F. Ehmann (Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023, 2023)

Contrastive Learning for Cross-modal Artist Retrieval - Andres Ferraro; Jaehun Kim; Sergio Oramas; Andreas F. Ehmann; Fabien Gouyon (CoRR, 2023)

A Novel 1D State Space for Efficient Music Rhythmic Analysis - Mojtaba Heydari; Matthew C. McCallum; Andreas F. Ehmann; Zhiyao Duan (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, 2022)

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, 2022)

Supervised and Unsupervised Learning of Audio Representations for Music Understanding - Matthew C. McCallum; Filip Korzeniowski; Sergio Oramas; Fabien Gouyon; Andreas F. Ehmann (CoRR, 2022)

A Novel 1D State Space for Efficient Music Rhythmic Analysis - Mojtaba Heydari; Matthew C. McCallum; Andreas F. Ehmann; Zhiyao Duan (CoRR, 2021)

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, 2018)

End-to-end learning for music audio tagging at scale - Jordi Pons; Oriol Nieto; Matthew Prockup; Erik M. Schmidt; Andreas F. Ehmann; Xavier Serra (CoRR, 2017)

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, 2015)

Modeling musical rhythmatscale with the music Genome project - Matthew Prockup; Andreas F. Ehmann; Fabien Gouyon; Erik M. Schmidt; Youngmoo E. Kim (2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2015, New Paltz, NY, USA, October 18-21, 2015, 2015)

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, 2012)

Structured audio content analysis and metadata in a digital library - David Bainbridge; J. Stephen Downie; Andreas F. Ehmann (Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL '12, Washington, DC, USA, June 10-14, 2012, 2012)

High-resolution sinusoidal analysis for resolving harmonic collisions in music audio signal processing - Andreas F. Ehmann (University of Illinois Urbana-Champaign, USA, 2011)

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, 2011)

Exploiting music structures for digital libraries - Andreas F. Ehmann; Mert Bay; J. Stephen Downie; Ichiro Fujinaga; David De Roure (Proceedings of the 2011 Joint International Conference on Digital Libraries, JCDL 2011, Ottawa, ON, Canada, June 13-17, 2011, 2011)

The Networked Environment for Music Analysis (NEMA) - Kris West; Amit Kumar; Andrew Shirk; Guojun Zhu; J. Stephen Downie; Andreas F. Ehmann; Mert Bay (6th World Congress on Services, SERVICES 2010, Miami, Florida, USA, July 5-10, 2010, 2010)

The Music Information Retrieval Evaluation eXchange: Some Observations and Insights - J. Stephen Downie; Andreas F. Ehmann; Mert Bay; M. Cameron Jones (Advances in Music Information Retrieval, 2010)

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, 2009)

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, 2009)

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, 2008)

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, 2008)

Melody Transcription From Music Audio: Approaches and Evaluation - Graham E. Poliner; Daniel P. W. Ellis; Andreas F. Ehmann; Emilia Gómez; Sebastian Streich; Beesuan Ong (IEEE Trans. Speech Audio Process., 2007)

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, 2007)

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, 2007)

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, 2007)

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, 2006)

Music-to-Knowledge (M2K): A Prototyping and Evaluation Environment for Music Digital Library Research - J. Stephen Downie; Andreas F. Ehmann; Xiao Hu (Bull. IEEE Tech. Comm. Digit. Libr., 2005)

Real-Time Genre Classification for Music Digital Libraries - J. Stephen Downie; Andreas F. Ehmann; David K. Tcheng (Bull. IEEE Tech. Comm. Digit. Libr., 2005)

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, 2005)

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, 2005)

Music-to-knowledge (M2K): a prototyping and evaluation environment for music digital library research - J. Stephen Downie; Andreas F. Ehmann; Xiao Hu (ACM/IEEE Joint Conference on Digital Libraries, JCDL 2005, Denver, CO, USA, June 7-11, 2005, Proceedings, 2005)

Real-time genre classification for music digital libraries - J. Stephen Downie; Andreas F. Ehmann; David K. Tcheng (ACM/IEEE Joint Conference on Digital Libraries, JCDL 2005, Denver, CO, USA, June 7-11, 2005, Proceedings, 2005)

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, 2005)