The 2005 Music Information retrieval Evaluation Exchange (MIREX 2005): Preliminary Overview. - J. Stephen Downie; Kris West; Andreas F. Ehmann; Emmanuel Vincent 001 (ISMIR, 2005)

Mining Music Reviews: Promising Preliminary Results. - Xiao Hu 001; J. Stephen Downie; Kris West; Andreas F. Ehmann (ISMIR, 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)

Music-to-Knowledge (M2K): A Prototyping and Evaluation Environment for Music Digital Library Research. - J. Stephen Downie; Andreas F. Ehmann; Xiao Hu 001 (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)

Exploiting Recommended Usage Metadata: Exploratory Analyses. - Xiao Hu 001; J. Stephen Downie; Andreas F. Ehmann (ISMIR, 2006)

The Music Information Retrieval Evaluation Exchange "Do-It-Yourself" Web Service. - Andreas F. Ehmann; J. Stephen Downie; M. Cameron Jones (ISMIR, 2007)

Human Similarity Judgments: Implications for the Design of Formal Evaluations. - M. Cameron Jones; J. Stephen Downie; Andreas F. Ehmann (ISMIR, 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)

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)

Audio Cover Song Identification: MIREX 2006-2007 Results and Analyses. - J. Stephen Downie; Mert Bay; Andreas F. Ehmann; M. Cameron Jones (ISMIR, 2008)

The 2007 MIREX Audio Mood Classification Task: Lessons Learned. - Xiao Hu 001; J. Stephen Downie; Cyril Laurier; Mert Bay; Andreas F. Ehmann (ISMIR, 2008)

Evaluation of Multiple-F0 Estimation and Tracking Systems. - Mert Bay; Andreas F. Ehmann; J. Stephen Downie (ISMIR, 2009)

Lyric Text Mining in Music Mood Classification. - Xiao Hu 001; J. Stephen Downie; Andreas F. Ehmann (ISMIR, 2009)

The Networked Environment for Music Analysis (NEMA). - Kris West; Amit Kumar; Andrew Shirk; Guojun Zhu; J. Stephen Downie; Andreas F. Ehmann; Mert Bay (SERVICES, 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)

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 (ISMIR, 2011)

Exploiting music structures for digital libraries. - Andreas F. Ehmann; Mert Bay; J. Stephen Downie; Ichiro Fujinaga; David De Roure (JCDL, 2011)

High-resolution sinusoidal analysis for resolving harmonic collisions in music audio signal processing - Andreas F. Ehmann (2011)

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 (ISMIR, 2012)

Structured audio content analysis and metadata in a digital library. - David Bainbridge 001; J. Stephen Downie; Andreas F. Ehmann (JCDL, 2012)

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 (ISMIR, 2015)

Modeling musical rhythmatscale with the music Genome project. - Matthew Prockup; Andreas F. Ehmann; Fabien Gouyon; Erik M. Schmidt; Youngmoo E. Kim (WASPAA, 2015)

End-to-end Learning for Music Audio Tagging at Scale. - Jordi Pons; Oriol Nieto; Matthew Prockup; Erik M. Schmidt; Andreas F. Ehmann; Xavier Serra (ISMIR, 2018)

A Novel 1D State Space for Efficient Music Rhythmic Analysis. - Mojtaba Heydari; Matthew C. McCallum; Andreas F. Ehmann; Zhiyao Duan (ICASSP, 2022)

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

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

Station and Track Attribute-Aware Music Personalization. - M. Jeffrey Mei; Oliver Bembom; Andreas F. Ehmann (RecSys, 2023)

Transcription-Based Lyrics Embeddings: Simple Extraction of Effective Lyrics Embeddings From Audio. - Jaehun Kim; Florian Henkel; Camilo Landau; Samuel E. Sandberg; Andreas F. Ehmann (ISMIR, 2024)

Hard Negative Sampling for Music Recommendation: Real-World Impacts on Accuracy and Diversity. - M. Jeffrey Mei; Oliver Bembom; Andreas F. Ehmann (MuRS@RecSys, 2024)

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

MGPHot: A Dataset of Musicological Annotations for Popular Music (1958-2022). - Sergio Oramas; Fabien Gouyon; Steve Hogan; Camilo Landau; Andreas F. Ehmann (Trans. Int. Soc. Music. Inf. Retr., 2025)

Semantic IDs for Music Recommendation. - M. Jeffrey Mei; Florian Henkel; Samuel E. Sandberg; Oliver Bembom; Andreas F. Ehmann (CoRR, 2025)