Justin Salamon

2024

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Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning.
Ilaria Manco|Justin Salamon|Oriol Nieto
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2021

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Deep Embeddings and Section Fusion Improve Music Segmentation.
Justin Salamon|Oriol Nieto|Nicholas J. Bryan
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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Emotion Embedding Spaces for Matching Music to Stories.
Minz Won|Justin Salamon|Nicholas J. Bryan|Gautham J. Mysore|Xavier Serra
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Few-shot Drum Transcription in Polyphonic Music.
Yu Wang|Justin Salamon|Mark Cartwright|Nicholas J. Bryan|Juan Pablo Bello
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Metric learning vs classification for disentangled music representation learning.
Jongpil Lee|Nicholas J. Bryan|Justin Salamon|Zeyu Jin|Juhan Nam
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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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An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets.
Justin Salamon|Rachel M. Bittner|Jordi Bonada|Juan J. Bosch|Emilia Gómez|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 Comparison of Melody Extraction Methods Based on Source-Filter Modelling.
Juan J. Bosch|Rachel M. Bittner|Justin Salamon|Emilia Gómez
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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Ensemble: A Hybrid Human-Machine System for Generating Melody Scores from Audio.
Tim Tse|Justin Salamon|Alex C. Williams|Helga Jiang|Edith Law
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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Melody Extraction by Contour Classification.
Rachel M. Bittner|Justin Salamon|Slim Essid|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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MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research.
Rachel M. Bittner|Justin Salamon|Mike Tierney|Matthias Mauch|Chris Cannam|Juan Pablo Bello
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014
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JAMS: A JSON Annotated Music Specification for Reproducible MIR Research.
Eric J. Humphrey|Justin Salamon|Oriol Nieto|Jon Forsyth|Rachel M. Bittner|Juan Pablo Bello
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

2013

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Tonal representations for music retrieval: from version identification to query-by-humming.
Justin Salamon|Joan Serrà|Emilia Gómez
International Journal of Multimedia Information Retrieval (IJMIR) 2013 Volume 2 Issue 1
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Essentia: An Audio Analysis Library for Music Information Retrieval.
Dmitry Bogdanov|Nicolas Wack|Emilia Gómez|Sankalp Gulati|Perfecto Herrera|Oscar Mayor|Gerard Roma|Justin Salamon|José Ricardo Zapata|Xavier Serra
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing.
Emilia Gómez|Francisco J. Cañadas-Quesada|Justin Salamon|Jordi Bonada|Pedro Vera-Candeas|Pablo Cabañas Molero
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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Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings.
Aggelos Pikrakis|Francisco Gómez|Sergio Oramas|José Miguel Díaz-Báñez|Joaquín Mora|Francisco Escobar-Borrego|Emilia Gómez|Justin Salamon
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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A Multipitch Approach to Tonic Identification in Indian Classical Music.
Justin Salamon|Sankalp Gulati|Xavier Serra
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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Statistical Characterisation of Melodic Pitch Contours and its Application for Melody Extraction.
Justin Salamon|Geoffroy Peeters|Axel Röbel
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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Current Challenges in the Evaluation of Predominant Melody Extraction Algorithms.
Justin Salamon|Julián Urbano
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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Melody, bass line, and harmony representations for music version identification.
Justin Salamon|Joan Serrà|Emilia Gómez
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2009

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A Quantitative Evaluation of a Two Stage Retrieval Approach for a Melodic Query by Example System.
Justin Salamon|Martin Rohrmeier
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009