Construction Of Japanese Audio-Visual Emotion Database And Its Application In Emotion Recognition.pdf

L16-1346.pdf
Preview of Construction of Japanese Audio-Visual Emotion Database and Its Application in Emotion Recognition
🔗 Source: aclanthology.org
📊 Size: 1009 KB
📄 Pages: 5 pages
⬇️ Downloads: 67

Summary

Researchers from Nara Institute of Science and Technology and Honda Research Institute Japan Co., Ltd. created the first audio-visual emotion database in Japanese, featuring 14 native speakers and 100 minutes of annotated material. The database includes monologues and situated dialogues to provide a range of emotional expressions, from prominent and isolated to subtle and contextualized. Preliminary emotion recognition experiments achieved an accuracy of 61.42% for five classes of emotion. The database aims to support the development of emotion-sensitive systems, particularly in Japan, where there is a growing need for assistive technology to address issues like depression and aging population.

Description

Researchers from Nara Institute of Science and Technology and Honda Research Institute Japan Co., Ltd.

Technical Information

  • File Format: PDF
  • File Size: 1009 KB
  • Pages: 5
  • Language: EN
  • Total Downloads: 67
  • Last Updated: 4 weeks ago

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