Dmitry Bogdanov

2025

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Enhancing Neural Audio Fingerprint Robustness to Audio Degradation for Music Identification.
Recep Oguz Araz|Guillem Cortès-Sebastià|Emilio Molina|Joan Serrà|Xavier Serra|Yuki Mitsufuji|Dmitry Bogdanov
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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Discogs-VI: A Musical Version Identification Dataset Based on Public Editorial Metadata.
Recep Oguz Araz|Xavier Serra|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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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.

2023

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Efficient Supervised Training of Audio Transformers for Music Representation Learning.
Pablo Alonso-Jiménez|Xavier Serra|Dmitry Bogdanov
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 Representation Learning Based on Editorial Metadata from Discogs.
Pablo Alonso-Jiménez|Xavier Serra|Dmitry Bogdanov
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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MusAV: A dataset of relative arousal-valence annotations for validation of audio models.
Dmitry Bogdanov|Xavier Lizarraga-Seijas|Pablo Alonso-Jiménez|Xavier Serra
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Audio and Music Analysis on the Web using Essentia.js.
Albin Andrew Correya|Jorge Marcos-Fernández|Luis Joglar-Ongay|Pablo Alonso-Jiménez|Xavier Serra|Dmitry Bogdanov
Transactions of the International Society for Music Information Retrieval (TISMIR) 2021 Volume 4 Issue 1

2020

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Essentia.js: A JavaScript Library for Music and Audio Analysis on the Web.
Albin Andrew Correya|Dmitry Bogdanov|Luis Joglar-Ongay|Xavier Serra
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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The Freesound Loop Dataset and Annotation Tool.
António Ramires|Frederic Font|Dmitry Bogdanov|Jordan B. L. Smith|Yi-Hsuan Yang|Joann Ching|Bo-Yu Chen|Yueh-Kao Wu|Wei-Han Hsu|Xavier Serra
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale.
Dmitry Bogdanov|Alastair Porter|Hendrik Schreiber|Julián Urbano|Sergio Oramas
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2017

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Quantifying Music Trends and Facts Using Editorial Metadata from the Discogs Database.
Dmitry Bogdanov|Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017
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Freesound Datasets: A Platform for the Creation of Open Audio Datasets.
Eduardo Fonseca|Jordi Pons|Xavier Favory|Frederic Font|Dmitry Bogdanov|Andres Ferraro|Sergio Oramas|Alastair Porter|Xavier Serra
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Cross-Collection Evaluation for Music Classification Tasks.
Dmitry Bogdanov|Alastair Porter|Perfecto Herrera|Xavier Serra
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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AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio.
Alastair Porter|Dmitry Bogdanov|Robert Kaye|Roman Tsukanov|Xavier Serra
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features?
Julián Urbano|Dmitry Bogdanov|Perfecto Herrera|Emilia Gómez|Xavier Serra
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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Semantic audio content-based music recommendation and visualization based on user preference examples.
Dmitry Bogdanov|Martín Haro|Ferdinand Fuhrmann|Anna Xambó|Emilia Gómez|Perfecto Herrera
Information Processing and Management 2013 Volume 49 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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Music retagging using label propagation and robust principal component analysis.
Yi-Hsuan Yang|Dmitry Bogdanov|Perfecto Herrera|Mohamed Sordo
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2011

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How Much Metadata Do We Need in Music Recommendation? A Subjective Evaluation Using Preference Sets.
Dmitry Bogdanov|Perfecto Herrera
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011