Search Results for author: Vassilis Lyberatos

Found 3 papers, 3 papers with code

Perceptual Musical Features for Interpretable Audio Tagging

1 code implementation18 Dec 2023 Vassilis Lyberatos, Spyridon Kantarelis, Edmund Dervakos, Giorgos Stamou

In the age of music streaming platforms, the task of automatically tagging music audio has garnered significant attention, driving researchers to devise methods aimed at enhancing performance metrics on standard datasets.

Audio Tagging Interpretable Machine Learning +2

Employing Crowdsourcing for Enriching a Music Knowledge Base in Higher Education

1 code implementation12 Jun 2023 Vassilis Lyberatos, Spyridon Kantarelis, Eirini Kaldeli, Spyros Bekiaris, Panagiotis Tzortzis, Orfeas Menis - Mastromichalakis, Giorgos Stamou

The campaign's results and the comments gathered through an online survey enable us to draw some useful insights about the benefits and challenges of integrating crowdsourcing into computer science curricula and how this can enhance students' engagement in the learning process.

Music Tagging

Synergy of Machine and Deep Learning Models for Multi-Painter Recognition

1 code implementation28 Apr 2023 Vassilis Lyberatos, Paraskevi-Antonia Theofilou, Jason Liartis, Georgios Siolas

The growing availability of digitized art collections has created the need to manage, analyze and categorize large amounts of data related to abstract concepts, highlighting a demanding problem of computer science and leading to new research perspectives.

Transfer Learning

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