IERP 2024: Induced Emotion Recognition with Personality Characteristics Challenge 2024

Cong Cai, Shan Liang, Xuefei Liu, Kang Zhu, Zhenhua Cheng, Zheng Lian, Bin Liu

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

Abstract

The IERP 2024 Challenge is part of the ISCSLP 2024 Competition and Challenge track, aiming to explore the application of personality characteristics in emotion recognition. Existing emotion recognition technologies primarily focus on improving the accuracy of discrete and dimensional emotions, limiting their application scope. However, emotion is closely related to personality, and individuals with different personality traits exhibit distinct emotional expressions. Therefore, integrating personality characteristics into emotion recognition systems can enhance their accuracy and adaptability, holding significant research value. The IERP 2024 Challenge provides a large-scale emotional dataset with personality trait labels and includes two tracks: Track 1: Emotion Recognition Based on Audio and Text Modality: Utilize the provided speech features to recognize the scores of eight emotions ranging from 1 to 5, where 1 represents none and 5 represents the highest degree. Track 2: Multimodal Emotion Recognition: Utilize speech features, text features, and video to design an effective emotion classification method. The emotion types, score ranges, and speech features are the same as Track 1, with the added challenge of incorporating visual information. The challenge offers a platform for researchers and developers to showcase their skills, advance emotion recognition technology, and promote its application in diverse fields.

Original languageEnglish
Title of host publication2024 14th International Symposium on Chinese Spoken Language Processing, ISCSLP 2024
EditorsYanmin Qian, Qin Jin, Zhijian Ou, Zhenhua Ling, Zhiyong Wu, Ya Li, Lei Xie, Jianhua Tao
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages413-416
Number of pages4
ISBN (Electronic)9798331516826
DOIs
Publication statusPublished - 2024
Event14th International Symposium on Chinese Spoken Language Processing, ISCSLP 2024 - Beijing, China
Duration: 7 Nov 202410 Nov 2024

Publication series

Name2024 14th International Symposium on Chinese Spoken Language Processing, ISCSLP 2024

Conference

Conference14th International Symposium on Chinese Spoken Language Processing, ISCSLP 2024
Country/TerritoryChina
CityBeijing
Period7/11/2410/11/24

Keywords

  • ISCSLP 2024
  • Multimodal Emotion Recognition
  • Personality Characteristics
  • Summary Paper

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