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BAUM-1 Data Set
Download: Data Folder, Data Set Description
Abstract: BAUM-1 dataset contains 1184 multimodal facial video clips collected from 31 subjects. The 1184 video clips contain spontaneous facial expressions and speech of 13 emotional and mental states.
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Data Set Characteristics: |
Time-Series |
Number of Instances: |
1184 |
Area: |
Computer |
Attribute Characteristics: |
N/A |
Number of Attributes: |
N/A |
Date Donated |
2018-11-09 |
Associated Tasks: |
Classification |
Missing Values? |
N/A |
Number of Web Hits: |
12529 |
Source:
The database and baseline results have been published in the following paper:
S. Zhalehpour, O. Onder, Z. Akhtar, C. E. Erdem, 'BAUM-1: A Spontaneous Audio-VÄ°sual Face Database of Affective and Mental States', IEEE Transactions on Affective Computing, Vol. 8, No.3, 2017.
The creators of the database are the authors of the above paper.
Data Set Information:
In order to download the database please send an e-mail to:
s.zhalehpour '@' gmail.com
or
cigdem.erogluerdem '@' gmail.com
Relevant information can be found in the readme file.
Attribute Information:
The dataset contains short video clips in MP4 format.
The expressed emotional and mental states consist of happiness, anger, sadness, disgust, fear, surprise, boredom, contempt, confusion, neutral, thinking, concentrating, and bothered.
Relevant Papers:
Learning Affective Features With a Hybrid Deep Model for Audio-Visual Emotion Recognition
By: Zhang, Shiqing; Zhang, Shiliang; Huang, Tiejun; et al.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY Volume: 28 Issue: 10 Special Issue: SI Pages: 3030-3043 Published: OCT 2018
'Facial Expression Analysis under Partial Occlusion: A Survey'
By: Zhang, Ligang; Verma, Brijesh; Tjondronegoro, Dian; et al.
ACM COMPUTING SURVEYS Volume: 51 Issue: 2 Article Number: 25 Published: JUN 2018
Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
By: Zhang, Shiqing; Zhang, Shiliang; Huang, Tiejun; et al.
IEEE TRANSACTIONS ON MULTIMEDIA Volume: 20 Issue: 6 Pages: 1576-1590 Published: JUN 2018
IMPROVED AUDIO-VISUAL LAUGHTER DETECTION VIA MULTI-SCALE MULTI-RESOLUTION IMAGE TEXTURE FEATURES AND CLASSIFIER FUSION
By: Akhtar, Zahid; Bedoya, Stefany; Falk, Tiago H.
Conference: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Location: Calgary, CANADA Date: APR 15-20, 2018
Sponsor(s): Inst Elect & Elect Engineers; Inst Elect & Elect Engineers Signal Proc Soc
2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) Pages: 3106-3110 Published: 2018
Citation Request:
S. Zhalehpour, O. Onder, Z. Akhtar, C. E. Erdem, 'BAUM-1: A Spontaneous Audio-VÄ°sual Face Database of Affective and Mental States', IEEE Transactions on Affective Computing, Vol. 8, No.3, 2017.
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