Sign Language Emotion datasets

Citation Author(s):
Jiangtao
Zhang
Submitted by:
Jiangtao Zhang
Last updated:
Sat, 10/22/2022 - 17:30
DOI:
10.21227/q7yj-g479
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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