TY - GEN
T1 - Development of nodding detection using neural network based on communication characteristics
AU - Ota, Shunsuke
AU - Jindai, Mitsuru
AU - Yasuda, Toshiyuki
AU - Sejima, Yoshihiro
N1 - Publisher Copyright:
© 2017 The Society of Instrument and Control Engineers - SICE.
PY - 2017/11/10
Y1 - 2017/11/10
N2 - In order to communicate smoothly, human does not only use verbal information but also use non-verbal information such as nodding. Nodding can be defined as the action of moving the head vertically up-and-down rhythmically. Nodding plays a huge role as a form of non-verbal information to show approval, agreement or understanding during communications. However, a system to detect nodding action where the head motion and voice rhythm are integrated has not been proposed. Therefore, in this paper, we developed a nodding detection using Neural Network based on the communication characteristics of the head motion and voice rhythm. Initially, the voice data of the speaker side and the head motion of the listener side are measured. The human nodding is detected by measured data using NN.
AB - In order to communicate smoothly, human does not only use verbal information but also use non-verbal information such as nodding. Nodding can be defined as the action of moving the head vertically up-and-down rhythmically. Nodding plays a huge role as a form of non-verbal information to show approval, agreement or understanding during communications. However, a system to detect nodding action where the head motion and voice rhythm are integrated has not been proposed. Therefore, in this paper, we developed a nodding detection using Neural Network based on the communication characteristics of the head motion and voice rhythm. Initially, the voice data of the speaker side and the head motion of the listener side are measured. The human nodding is detected by measured data using NN.
KW - Communication characteristics
KW - Neural network
KW - Nodding
UR - http://www.scopus.com/inward/record.url?scp=85044154453&partnerID=8YFLogxK
U2 - 10.23919/SICE.2017.8105683
DO - 10.23919/SICE.2017.8105683
M3 - 会議への寄与
AN - SCOPUS:85044154453
T3 - 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
SP - 943
EP - 945
BT - 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017
Y2 - 19 September 2017 through 22 September 2017
ER -