Bryan Pardo

2025

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The Rhythm In Anything: Audio-Prompted Drums Generation with Masked Language Modeling.
Patrick O'Reilly|Julia Barnett|Hugo Flores García|Annie Chu|Nathan Pruyne|Prem Seetharaman|Bryan Pardo
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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Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model.
Julia Barnett|Hugo Flores García|Bryan Pardo
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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VampNet: Music Generation via Masked Acoustic Token Modeling.
Hugo Flores García|Prem Seetharaman|Rithesh Kumar|Bryan Pardo
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Music Separation Enhancement with Generative Modeling.
Noah Schaffer|Boaz Cogan|Ethan Manilow|Max Morrison|Prem Seetharaman|Bryan Pardo
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Leveraging Hierarchical Structures for Few-Shot Musical Instrument Recognition.
Hugo Flores García|Aldo Aguilar|Ethan Manilow|Bryan Pardo
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Vroom!: A Search Engine for Sounds by Vocal Imitation Queries.
Yichi Zhang|Junbo Hu|Yiting Zhang|Bryan Pardo|Zhiyao Duan
CHIIR '20: Conference on Human Information Interaction and Retrieval, Vancouver, BC, Canada, March 14-18, 2020.

2018

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The Northwestern University Source Separation Library.
Ethan Manilow|Prem Seetharaman|Bryan Pardo
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018
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VocalSet: A Singing Voice Dataset.
Julia Wilkins|Prem Seetharaman|Alison Wahl|Bryan Pardo
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2016

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Simultaneous Separation and Segmentation in Layered Music.
Prem Seetharaman|Bryan Pardo
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2013

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Social-EQ: Crowdsourcing an Equalization Descriptor Map.
Mark Cartwright|Bryan Pardo
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Music/Voice Separation Using the Similarity Matrix.
Zafar Rafii|Bryan Pardo
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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Aligning Semi-Improvised Music Audio with Its Lead Sheet.
Zhiyao Duan|Bryan Pardo
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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Harmonically Informed Multi-Pitch Tracking.
Zhiyao Duan|Jinyu Han|Bryan Pardo
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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Learning to Control a Reverberator Using Subjective Perceptual Descriptors.
Zafar Rafii|Bryan Pardo
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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Categorizing blogger's interests based on short snippets of blog posts.
Jiahui Liu|Larry Birnbaum|Bryan Pardo
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008
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Learning Musical Instruments from Mixtures of Audio with Weak Labels.
David Little|Bryan Pardo
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
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Speeding Melody Search With Vantage Point Trees.
Michael Skalak|Jinyu Han|Bryan Pardo
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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A comparative evaluation of search techniques for query-by-humming using the MUSART testbed.
Roger B. Dannenberg|William P. Birmingham|Bryan Pardo|Ning Hu|Colin Meek|George Tzanetakis
Journal of the Association for Information Science and Technology (JASIST) 2007 Volume 58 Issue 5
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A Query by Humming System that Learns from Experience.
David Little|David Raffensperger|Bryan Pardo
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2006

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Remixing Stereo Music with Score-Informed Source Separation.
John F. Woodruff|Bryan Pardo|Roger B. Dannenberg
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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Polyphonic Musical Sequence Alignment for Database Search.
Bryan Pardo|Manan Sanghi
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2004

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Name that tune: A pilot study in finding a melody from a sung query.
Bryan Pardo|Jonah Shifrin|William P. Birmingham
Journal of the Association for Information Science and Technology (JASIST) 2004 Volume 55 Issue 4
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Tempo Tracking with a Single Oscillator.
Bryan Pardo
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

2003

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The MUSART testbed for query-by-humming evaluation.
Roger B. Dannenberg|William P. Birmingham|George Tzanetakis|Colin Meek|Ning Hu|Bryan Pardo
ISMIR 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings

2002

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Encoding Timing Information for Musical Query Matching.
Bryan Pardo|William P. Birmingham
ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings