Emmanouil Benetos

2025

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Refining music sample identification with a self-supervised graph neural network.

Aditya Bhattacharjee|Ivan Meresman Higgs|Mark Sandler|Emmanouil Benetos

Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

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CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following.

Yinghao Ma|Siyou Li|Juntao Yu|Emmanouil Benetos|Akira Maezawa

Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

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Universal Music Representations? Evaluating Foundation Models on World Music Corpora.

Charilaos Papaioannou|Emmanouil Benetos|Alexandros Potamianos

Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

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Perceptual Errors in Music Source Separation: looking beyond SDR averages.

Saurjya Sarkar|Victoria Moomijan|Basil Woods|Emmanouil Benetos|Mark Sandler

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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ST-ITO: Controlling Audio Effects for Style Transfer With Inference-Time Optimization.

Christian J. Steinmetz|Shubhr Singh|Marco Comunità|Ilias Ibnyahya|Shanxin Yuan|Emmanouil Benetos|Joshua D. Reiss

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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MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models.

Benno Weck|Ilaria Manco|Emmanouil Benetos|Elio Quinton|George Fazekas|Dmitry Bogdanov

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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Can LLMs "Reason" in Music? an Evaluation of LLMs' Capability of Music Understanding and Generation.

Ziya Zhou|Yuhang Wu|Zhiyue Wu|Xinyue Zhang|Ruibin Yuan|Yinghao Ma|Lu Wang|Emmanouil Benetos|Wei Xue|Yike Guo

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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PiJAMA: Piano Jazz with Automatic MIDI Annotations.

Drew Edwards|Simon Dixon|Emmanouil Benetos

Transactions of the International Society for Music Information Retrieval (TISMIR) 2023 Volume 6 Issue 1

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On the Effectiveness of Speech Self-Supervised Learning for Music.

Yinghao Ma|Ruibin Yuan|Yizhi Li|Ge Zhang|Chenghua Lin|Xingran Chen|Anton Ragni|Hanzhi Yin|Emmanouil Benetos|Norbert Gyenge|Ruibo Liu|Gus Xia|Roger B. Dannenberg|Yike Guo|Jie Fu

Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

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From West to East: Who Can Understand the Music of the Others Better?

Charilaos Papaioannou|Emmanouil Benetos|Alexandros Potamianos

Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

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LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPT.

Le Zhuo|Ruibin Yuan|Jiahao Pan|Yinghao Ma|Yizhi Li|Ge Zhang|Si Liu|Roger B. Dannenberg|Jie Fu|Chenghua Lin|Emmanouil Benetos|Wenhu Chen|Wei Xue|Yike Guo

Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Performance MIDI-to-score conversion by neural beat tracking.

Lele Liu|Qiuqiang Kong|Veronica Morfi|Emmanouil Benetos

Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

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Contrastive Audio-Language Learning for Music.

Ilaria Manco|Emmanouil Benetos|Elio Quinton|György Fazekas

Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

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EnsembleSet: a new high quality synthesised dataset for chamber ensemble separation.

Saurjya Sarkar|Emmanouil Benetos|Mark Sandler

Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

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

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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

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

Transactions of the International Society for Music Information Retrieval (TISMIR) 2020 Volume 3 Issue 1

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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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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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

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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

2018

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

International Society for Music Information Retrieval Conference (ISMIR) 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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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

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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

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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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

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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

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