arXiv:2411.10018
Once More, With Feeling: Measuring Emotion of Acting Performances in Contemporary American Film
원문 초록
Narrative film is a composition of writing, cinematography, editing, and performance. While much computational work has focused on the writing or visual style in film, we conduct in this paper a computational exploration of acting performance. Applying speech emotion recognition models and a variationist sociolinguistic analytical framework to a corpus of popular, contemporary American film, we find narrative structure, diachronic shifts, and genre- and dialogue-based constraints located in spoken performances.
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MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge
Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model
CosyVoice 3: Towards In-the-wild Speech Generation via Scaling-up and Post-training
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