Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio

Music has long served as a vehicle for political expression, with protest songs playing a central role in articulating dissent and mobilizing collective action.Yet, despite their cultural significance, the linguistic and acoustic signatures that define protest music remain understudied.We present a multimodal computational analysis of protest and non-protest songs spanning multiple decades.Using NLP and audio analysis, we identify the linguistic and musical features that differentiate protest songs.Instead of focusing on classification performance, we treat classification as a diagnostic tool to investigate these features and reveal broader patterns.Protest songs are not just politically charged; they are acoustically and linguistically distinct, and we quantify how.

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Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-srw.14
Primary Topic
Music History and Culture
Type
article
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article

Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio

Radhika Mamidi, Utsav Shekhar
Music History and Culture
article

Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio

Radhika Mamidi, Utsav Shekhar
article en

Abstract

Music has long served as a vehicle for political expression, with protest songs playing a central role in articulating dissent and mobilizing collective action.Yet, despite their cultural significance, the linguistic and acoustic signatures that define protest music remain understudied.We present a multimodal computational analysis of protest and non-protest songs spanning multiple decades.Using NLP and audio analysis, we identify the linguistic and musical features that differentiate protest songs.Instead of focusing on classification performance, we treat classification as a diagnostic tool to investigate these features and reveal broader patterns.Protest songs are not just politically charged; they are acoustically and linguistically distinct, and we quantify how.

Indian Institute of Technology Hyderabad (IN)
Gender equality
Openalex Percentile: Top 80%
Music History and Culture
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