publication . Other literature type . Report . Conference object . 2020

Cross-Dataset Music Emotion Recognition: an End-to-End Approach

Pandrea, Ana Gabriela; Gómez-Cañón, Juan Sebastián; Herrera, Perfecto;
Open Access English
  • Published: 12 Oct 2020
  • Publisher: Zenodo
  • Country: Spain
Abstract
Comunicació presentada a: International Society for Music Information Retrieval Conference celebrat de l'11 al 16 d'octubre de 2020 de manera virtual. The topic of Music Emotion Recognition (MER) evolved as music is a fascinating expression of emotions, yet it faces challenges given its subjectivity. Because each language has its particularities in terms of sound and intonation, and implicitly associations made upon them, we hypothesize perceived emotions might vary in different cultures. To address this issue, we test a novel approach towards emotion detection and propose a language sensitive end-to-end model that learns to tag emotions from music with lyrics i...
Subjects
free text keywords: cross-dataset, cross-cultural, music amotion recognition, end-to-end model
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Other literature type . 2020
Provider: Datacite
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Report . 2020
Provider: ZENODO
UPF Digital Repository
Conference object . 2020
Zenodo
Other literature type . 2020
Provider: Datacite
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