2021

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Agreement Among Human and Automated Transcriptions of Global Songs
Yuto Ozaki | John M. McBride | Emmanouil Benetos | Peter Q. Pfordresher | Joren Six | Adam Tierney | Polina Proutskova | Emi Sakai | Haruka Kondo | Haruno Fukatsu | Shinya Fujii | Patrick E. Savage
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Pitch-Informed Instrument Assignment using a Deep Convolutional Network with Multiple Kernel Shapes
Carlos Lordelo | Emmanouil Benetos | Simon Dixon | Sven Ahlbäck
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music Transcription
Adrien Ycart | Lele Liu | Emmanouil Benetos | Marcus T. Pearce
2020 Volume 3 Issue 1

2019

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Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals
Changhong Wang | Emmanouil Benetos | Vincent Lostanlen | Elaine Chew
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Automatic Music Transcription and Ethnomusicology: a User Study
Andre Holzapfel | Emmanouil Benetos
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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A Comparative Study of Neural Models for Polyphonic Music Sequence Transduction
Adrien Ycart | Daniel Stoller | Emmanouil Benetos
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Blending Acoustic and Language Model Predictions for Automatic Music Transcription
Adrien Ycart | Andrew McLeod | Emmanouil Benetos | Kazuyoshi Yoshii
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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Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Multi-Pitch Detection and Voice Assignment for A Cappella Recordings of Multiple Singers
Rodrigo Schramm | Andrew McLeod | Mark Steedman | Emmanouil Benetos
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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A Study on LSTM Networks for Polyphonic Music Sequence Modelling
Adrien Ycart | Emmanouil Benetos
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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An Attack/Decay Model for Piano Transcription
Tian Cheng | Matthias Mauch | Emmanouil Benetos | Simon Dixon
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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Learning a Feature Space for Similarity in World Music
Maria Panteli | Emmanouil Benetos | Simon Dixon
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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The Sousta Corpus: Beat-Informed Automatic Transcription of Traditional Dance Tunes
Andre Holzapfel | Emmanouil Benetos
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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An Efficient Temporally-Constrained Probabilistic Model for Multiple-Instrument Music Transcription
Emmanouil Benetos | Tillman Weyde
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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Template Adaptation for Improving Automatic Music Transcription
Emmanouil Benetos | Roland Badeau | Tillman Weyde | Gaël Richard
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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An RNN-based Music Language Model for Improving Automatic Music Transcription
Siddharth Sigtia | Emmanouil Benetos | Srikanth Cherla | Tillman Weyde | Artur S. d'Avila Garcez | Simon Dixon
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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A Machine Learning Approach to Voice Separation in Lute Tablature
Reinier de Valk | Tillman Weyde | Emmanouil Benetos
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Automatic Transcription of Turkish Makam Music
Emmanouil Benetos | Andre Holzapfel
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Explicit Duration Hidden Markov Models for Multiple-Instrument Polyphonic Music Transcription
Emmanouil Benetos | Tillman Weyde
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Automatic Music Transcription: Breaking the Glass Ceiling
Emmanouil Benetos | Simon Dixon | Dimitrios Giannoulis | Holger Kirchhoff | Anssi Klapuri
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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The Temperament Police: The Truth, the Ground Truth, and Nothing but the Truth
Simon Dixon | Dan Tidhar | Emmanouil Benetos
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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Pitched Instrument Onset Detection based on Auditory Spectra
Emmanouil Benetos | Andre Holzapfel | Yannis Stylianou
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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Music Genre Classification: A Multilinear Approach
Ioannis Panagakis | Emmanouil Benetos | Constantine Kotropoulos
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008