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Sign Language Emotion datasets
- Citation Author(s):
- Submitted by:
- Jiangtao Zhang
- Last updated:
- Sat, 10/22/2022 - 17:30
- DOI:
- 10.21227/q7yj-g479
- Data Format:
- License:
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- Keywords:
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Abstract
This dataset is used for sign language emotion recognition and contains five emotions from 12 participants (6 males and 6 females) with high-positive, low-positive, high-negative, low-negative, and neutral emotions. The surface electromyography (sEMG) and inertial measurement unit (IMU) sensors were used to capture 30 sign language sentence signals. Participants' emotions were activated by film clips.
Instructions:
Data index label:
l “emg_datas”: The data of sEMG sensor.
l “imu_datas”: The data of IMU sensor.
l “label_sentence”: The semantic label of sign language sentence.
l “label_emotion”: The emotion label of sign language sentence.
0: netral
1: high-positive
2: low-positive
3: low-negative
4: high-negative
