A dual-mode real-time lip-sync system for a bionic dinosaur robot
Yan, Shuaizheng2,3; Hao, Jiasheng1; Wu, Zhengxing2,3
2019-01
会议日期2018年11月30日-2018年12月2日
会议地点Xi'an, China
关键词Dinosaurs Robots Time-domain analysis Frequency-domain analysis Feature extraction
英文摘要

This paper provides a dual-mode real-time lip-sync system for a bionic dinosaur robot. Different from traditional mono-modality control systems, our system is constructed with different controllers and classifiers in both time domain and frequency domain. Specially, a classifier in time domain is designed to extract the sound features including pitch and intensity. Meanwhile, a nonlinear mapping relationship between time-domain feature parameters and mouth open angles is particularly designed. In time domain, an efficient algorithm consisting of original and modified short-term average amplitude difference function (AMDF) is applied for frequency measurement. With the goal of predicting the curve of mouth open, we train the audio data of dinosaurs to get a frequency classifier by Support Vector Machine with racial basis function (RBF-SVM), which has a relatively high accuracy. Finally, extensive experiments validate the effectiveness of this proposed system on a real bionic dinosaur robot.

内容类型会议论文
源URL[http://ir.ia.ac.cn/handle/173211/51952]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队
通讯作者Wu, Zhengxing
作者单位1.School of Automation Engineering University of Electronic Science and Technology of China
2.University of Chinese Academy of Sciences
3.The State Key Laboratory of Management and Control for Complex Systems Institute of Automation, Chinese Academy of Sciences
推荐引用方式
GB/T 7714
Yan, Shuaizheng,Hao, Jiasheng,Wu, Zhengxing. A dual-mode real-time lip-sync system for a bionic dinosaur robot[C]. 见:. Xi'an, China. 2018年11月30日-2018年12月2日.
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