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What is Emotional Arc Analysis in Movies about?

This paper explores audio-visual sentiment analysis to construct emotional arcs in movies, utilizing machine learning methods to predict audience engagement based on these arcs. The authors introduce large datasets for audio and visual sentiment analysis, and demonstrate the effectiveness of their models in predicting emotional highs and lows, as well as audience reactions. The findings suggest that understanding emotional arcs can enhance storytelling and audience connection in video content.

Author

minhtran.seagull

Language

EN