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. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论