Decoding and Visualising Intended Emotion in an Expressive Piano Performance
Sound
2023-03-06 v1 Audio and Speech Processing
Abstract
Expert musicians can mould a musical piece to convey specific emotions that they intend to communicate. In this paper, we place a mid-level features based music emotion model in this performer-to-listener communication scenario, and demonstrate via a small visualisation music emotion decoding in real time. We also extend the existing set of mid-level features using analogues of perceptual speed and perceived dynamics.
Cite
@article{arxiv.2303.01875,
title = {Decoding and Visualising Intended Emotion in an Expressive Piano Performance},
author = {Shreyan Chowdhury and Gerhard Widmer},
journal= {arXiv preprint arXiv:2303.01875},
year = {2023}
}
Comments
Extended version of Late-Breaking Demo Session paper accepted at ISMIR 2022 (23rd Int. Society for Music Information Retrieval Conf., Bengaluru, India, 2022)