Analysis of Political Leaders Speech Using NLP and AI: Techniques and Algorithms

Abstract

Artificial intelligence, also referred to as AI, is one of the most important developments in this rapidly developing subject, and its application is rising. Among the numerous ways artificial intelligence is changing the world today is by analyzing political statements using sophisticated algorithms. We explore the ways in which artificial intelligence (AI) is transforming the analysis of public speeches and how this science is becoming more and more crucial for political academics, analysts, and strategists. Researchers may find trends in political statements that might otherwise go unreported by using artificial intelligence (AI). Repetition, alliteration, and exaggeration are examples of rhetorical techniques that AI systems can identify. Algorithms are also capable of identifying the political speech's emotions, such as happiness, sorrow, or wrath. By using Artificial Intelligence (AI) and Natural Language Processing (NLP) to political speech analysis, scholars may get profound understanding of ideological tendencies, rhetoric, and mood. A pipeline comprising preprocessing of texts, extracting features, and predictive machine learning or neural network models customized to particular analytic objectives comprise the process.