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Participation of the MTG at ISMIR2021

The MTG participates in the 22nd International Society for Music Information Retrieval Conference (ISMIR 2021) that takes place online from November 8th to 12th, 2021


Imatge inicial

The ISMIR conference is the world’s leading research forum on processing, searching, organizing, and accessing music-related data. The 22nd International Society for Music Information Retrieval Conference will take place from Nov 8-12, 2021 in an online format. MTG's main contributions to ISMIR 2021 are: 4 papers in the main program, 1 tutorial, and 2 papers in the Late Breaking session. In addition, this year the MTG participates in the Lab Showcase, to present the group's activity.


Lab showcase

Permanent information on the MTG and three live slots on Tuesday and Wednesday with Dmitry Bogdanov, Frederic Font and Marius Miron

November 9th 11-12 UTC

November 9th 18-19 UTC

November 10th 11:30-12:30 UTC



Music Classification: Beyond Supervised Learning, Towards Real-world Applications

Minz Won, Janne Spijkervet, Keunwoo Choi



Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition

Juan S. Gómez-Cañón, Estefania Cano, Yi-Hsuan Yang, Perfecto Herrera, Emilia Gomez

Semi-supervised Music Tagging Transformer

Minz Won, Keunwoo Choi, Xavier Serra

Emotion Embedding Spaces for Matching Music to Stories

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham Mysore, Xavier Serra (Best paper candidate)

SpecTNT: a Time-Frequency Transformer for Music Audio

Wei-Tsung, Lu Ju-Chiang Wang, Minz Won, Keunwoo Choi, Xuchen Song


Late breaking demos

Automatic Bass Line Transcription for Electronic Music

Recep Oguz Araz

Characterizing Musical Vocal Dynamics in Performance

Jyoti Narang, Marius Miron, Xavier Serra, Ajay Srinivasamurthy



Xavier Serra is chair of an Industry Panel on MIR and music education that takes place on Friday


ISMIR organization team

This year MTG members Alia Morsi and Lorenzo Porcaro participate in the ISMIR organization team


MTG former members and alumni

As always, we are happy to meet at ISMIR so many former members of MTG like Fabien Gouyon, Sergio Oramas, Jordi Janer, Oscar Mayor, Justin Salamon, Oriol Nieto ...







SDG - Sustainable Development Goals:

Els ODS a la UPF