Are we there yet? A brief survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges

J Kang, D Herremans - arxiv preprint arxiv:2406.08809, 2024 - arxiv.org
Deep learning models for music have advanced drastically in the last few years. But how
good are machine learning models at capturing emotion these days and what challenges …

Sentiment analysis of Homeric text: The 1st Book of Iliad

J Pavlopoulos, A Xenos, D Picca - Proceedings of the Thirteenth …, 2022 - aclanthology.org
Sentiment analysis studies are focused more on online customer reviews or social media,
and less on literary studies. The problem is greater for ancient languages, where the …

Minimal research compendiums: an approach to advance statistical validity and reproducibility in digital humanities research

N Siddiqui - International Journal of Digital Humanities, 2023 - Springer
Drawing on the minimal computing paradigm, this article overviews the creation of a"
minimal research compendium"(MRC) and how it can aid digital humanities scholars in …

Soundscapes of morality: Linking music preferences and moral values through lyrics and audio

V Preniqi, K Kalimeri, C Saitis - Plos one, 2023 - journals.plos.org
Music is a fundamental element in every culture, serving as a universal means of expressing
our emotions, feelings, and beliefs. This work investigates the link between our moral values …

Enhancing Music Emotion Classification with Lyrics and Audio Features

N Lee, R Mahmud - 2024 3rd International Conference on …, 2024 - ieeexplore.ieee.org
The role of automatic generated playlists and recommendations in music streaming services
has played a significant role in driving the steady growth of the music industry since 2015 …

Music Industry Trend Forecasting Based on MusicBrainz Metadata

M Kopel, D Kreisich - Asian Conference on Intelligent Information and …, 2022 - Springer
In this paper forecast analysis for music industry is performed. The trends for years 2020–
2024 are calculated based on forecasting for time-series metadata from online MusicBrainz …

The General Linear Model and Minimal Research Compendiums: An Approach to Assure Statistical Validity in Digital Humanities Research

N Siddiqui - 2023 - researchsquare.com
There has been little research on what specific statistical techniques humanities scholars
should focus on in their training to assure reproducibility. This article addresses this gap by …

[CITATION][C] MusAV: A dataset of relative arousal-valence annotations for validation of audio models