Brian McFee

2026

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RWC Revisited: Towards a Community-Driven MIR Corpus.
Stefan Balke|Johannes Zeitler|Vlora Arifi-Müller|Brian McFee|Tomoyasu Nakano|Masataka Goto|Meinard Müller
Transactions of the International Society for Music Information Retrieval (TISMIR) 2026 Volume 9 Issue 1
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The Vocal Eras Tour: Microtiming Trends Across Decades and Genres.
Elena Georgieva|Daniel Fernandes|Ethan Cajetan Menezes|Valerian Coelho|Magdalena Fuentes|Pablo Ripollés|Brian McFee
Transactions of the International Society for Music Information Retrieval (TISMIR) 2026 Volume 9 Issue 1

2025

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Quantifying regularity in music structure analysis.
Brian McFee
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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Lose the Frames: Event-Based Metrics for Efficient Music Structure Analysis Evaluations.
Qingyang Xi|Brian McFee
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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Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
International Society for Music Information Retrieval Conference (ISMIR) 2024
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Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis.
Morgan Buisson|Brian McFee|Slim Essid
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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The Changing Sound of Music: An Exploratory Corpus Study of Vocal Trends Over Time.
Elena Georgieva|Pablo Ripollés|Brian McFee
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 Repetition-Based Triplet Mining Approach for Music Segmentation.
Morgan Buisson|Brian McFee|Slim Essid|Hélène C. Crayencour
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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Transfer Learning and Bias Correction With Pre-Trained Audio Embeddings.
Changhong Wang|Gaël Richard|Brian McFee
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Learning Multi-Level Representations for Hierarchical Music Structure Analysis..
Morgan Buisson|Brian McFee|Slim Essid|Hélène C. Crayencour
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Automatic Hierarchy Expansion for Improved Structure and Chord Evaluation.
Katherine M. Kinnaird|Brian McFee
Transactions of the International Society for Music Information Retrieval (TISMIR) 2021 Volume 4 Issue 1

2020

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Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
International Society for Music Information Retrieval Conference (ISMIR) 2020
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Audio-Based Music Structure Analysis: Current Trends, Open Challenges, and Applications.
Oriol Nieto|Gautham J. Mysore|Cheng-i Wang|Jordan B. L. Smith|Jan Schlüter|Thomas Grill|Brian McFee
Transactions of the International Society for Music Information Retrieval (TISMIR) 2020 Volume 3 Issue 1
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Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks.
Helena Cuesta|Brian McFee|Emilia Gómez
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Improving Structure Evaluation Through Automatic Hierarchy Expansion.
Brian McFee|Katherine M. Kinnaird
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking.
Magdalena Fuentes|Brian McFee|Hélène C. Crayencour|Slim Essid|Juan Pablo Bello
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018
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OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.
Eric Humphrey|Simon Durand|Brian McFee
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Deep Salience Representations for F0 Estimation in Polyphonic Music.
Rachel M. Bittner|Brian McFee|Justin Salamon|Peter Li|Juan Pablo Bello
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017
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Structured Training for Large-Vocabulary Chord Recognition.
Brian McFee|Juan Pablo Bello
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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A Plan for Sustainable MIR Evaluation.
Brian McFee|Eric J. Humphrey|Julián Urbano
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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A Software Framework for Musical Data Augmentation.
Brian McFee|Eric J. Humphrey|Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015
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Hierarchical Evaluation of Segment Boundary Detection.
Brian McFee|Oriol Nieto|Juan Pablo Bello
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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Analyzing Song Structure with Spectral Clustering.
Brian McFee|Dan Ellis
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014
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MIR_EVAL: A Transparent Implementation of Common MIR Metrics.
Colin Raffel|Brian McFee|Eric J. Humphrey|Justin Salamon|Oriol Nieto|Dawen Liang|Daniel P. W. Ellis
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2012

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Hypergraph Models of Playlist Dialects.
Brian McFee|Gert R. G. Lanckriet
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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How Significant is Statistically Significant? The case of Audio Music Similarity and Retrieval.
Julián Urbano|J. Stephen Downie|Brian McFee|Markus Schedl
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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The million song dataset challenge.
Brian McFee|Thierry Bertin-Mahieux|Daniel P. W. Ellis|Gert R. G. Lanckriet
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

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Large-scale music similarity search with spatial trees.
Brian McFee|Gert R. G. Lanckriet
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011
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The Natural Language of Playlists.
Brian McFee|Gert R. G. Lanckriet
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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Collaborative Filtering Based on P2P Networks.
Noam Koenigstein|Gert R. G. Lanckriet|Brian McFee|Yuval Shavitt
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010
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Learning Similarity from Collaborative Filters.
Brian McFee|Luke Barrington|Gert R. G. Lanckriet
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010
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Learning similarity in heterogeneous data.
Brian McFee|Gert R. G. Lanckriet
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010, Philadelphia, Pennsylvania, USA, March 29-31, 2010

2009

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Heterogeneous Embedding for Subjective Artist Similarity.
Brian McFee|Gert R. G. Lanckriet
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009