A survey of evaluation in music genre recognition

BL Sturm - International Workshop on Adaptive Multimedia …, 2012 - Springer
Much work is focused upon music genre recognition (MGR) from audio recordings, symbolic
data, and other modalities. While reviews have been written of some of this work before, no …

Lyrics-based music genre classification using a hierarchical attention network

A Tsaptsinos - arXiv preprint arXiv:1707.04678, 2017 - arxiv.org
Music genre classification, especially using lyrics alone, remains a challenging topic in
Music Information Retrieval. In this study we apply recurrent neural network models to …

[PDF][PDF] Music Genre Classification Using African Buffalo Optimization.

B Jaishankar, R Anitha, FD Shadrach… - … Systems Science & …, 2023 - cdn.techscience.cn
In the discipline of Music Information Retrieval (MIR), categorizing music files according to
their genre is a difficult process. Music genre classification is an important multimedia …

Decoding peak emotional responses to music from computational acoustic and lyrical features

K Mori - Cognition, 2022 - Elsevier
Music can evoke strong emotions. Research has suggested that pleasurable chills
(shivering) and tears (weeping) are peak emotional responses to music. The present study …

Brazilian lyrics-based music genre classification using a BLSTM network

R de Araújo Lima, RCC de Sousa, H Lopes… - … Conference on Artificial …, 2020 - Springer
Organize songs, albums, and artists in groups with shared similarity could be done with the
help of genre labels. In this paper, we present a novel approach for automatic classifying …

Language representation models for music genre classification using lyrics

H Akalp, E Furkan Cigdem, S Yilmaz… - 2021 International …, 2021 - dl.acm.org
There are various genres of music available in every period and field of human life. Every
music genre represents a set of shared conventions. Today people have the opportunity to …

Book genre classification based on reviews of portuguese-language literature

C Scofield, MO Silva, L de Melo-Gomes… - … Processing of the …, 2022 - Springer
Automatic book genre classification is a hard task as it requires the whole book's content or
a high-quality summary, which is challenging to write automatically. On the other hand …

Genre classification using word embeddings and deep learning

A Kumar, A Rajpal, D Rathore - 2018 International conference …, 2018 - ieeexplore.ieee.org
Music genres refer to division of music into categories on the basis of interaction between
artists, market forces and culture. They help to organize music into collections by indicating …

Sentiments mining and classification of music lyrics using SentiWordNet

V Sharma, A Agarwal, R Dhir… - 2016 Symposium on …, 2016 - ieeexplore.ieee.org
The Lyrical part of a song is a rich source of datasets containing words that are helpful in
analysis and classification of sentiments generated from it Sentimental analysis is not mere …

Genre classification using feature extraction and deep learning techniques

A Kumar, A Rajpal, D Rathore - 2018 10th International …, 2018 - ieeexplore.ieee.org
Music genre refers to categorisation of music on the basis of interaction between artists,
market forces, and culture. It helps to organize music into collections by indicating …