arXiv Open Access 2020

Analysis of Emotional Content in Indian Political Speeches

Sharu Goel Sandeep Kumar Pandey Hanumant Singh Shekhawat

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Abstrak

Emotions play an essential role in public speaking. The emotional content of speech has the power to influence minds. As such, we present an analysis of the emotional content of politicians speech in the Indian political scenario. We investigate the emotional content present in the speeches of politicians using an Attention based CNN+LSTM network. Experimental evaluations on a dataset of eight Indian politicians shows how politicians incorporate emotions in their speeches to strike a chord with the masses. An analysis of the voting share received along with victory margin and their relation to emotional content in speech of the politicians is also presented.

Topik & Kata Kunci

eess.AS cs.LG cs.SD

Penulis (3)

Sharu Goel

Sandeep Kumar Pandey

Hanumant Singh Shekhawat

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APA MLA BibTeX

Goel, S., Pandey, S.K., Shekhawat, H.S. (2020). Analysis of Emotional Content in Indian Political Speeches. https://arxiv.org/abs/2007.13325

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓