Human-Computer Interaction System: A Survey of Talking-Head Generation

被引：24
|
作者：
Zhen, Rui [1 ]
Song, Wenchao [1 ]
He, Qiang [1 ,2 ]
Cao, Juan [1 ]
Shi, Lei [1 ]
Luo, Jia [3 ]
机构：
[1] Commun Univ China, State Key Lab Media Convergence & Commun, Beijing 100024, Peoples R China
[2] State Key Lab Media Convergence Prod Technol & Sys, Beijing 100803, Peoples R China
[3] Beijing Univ Technol, Coll Econ & Management, Beijing 100124, Peoples R China
来源：
ELECTRONICS | 2023年 / 12卷 / 01期
关键词：
talking-head generation; virtual human generation; human-computer interaction; IMAGE;
D O I：
10.3390/electronics12010218
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Virtual human is widely employed in various industries, including personal assistance, intelligent customer service, and online education, thanks to the rapid development of artificial intelligence. An anthropomorphic digital human can quickly contact people and enhance user experience in human-computer interaction. Hence, we design the human-computer interaction system framework, which includes speech recognition, text-to-speech, dialogue systems, and virtual human generation. Next, we classify the model of talking-head video generation by the virtual human deep generation framework. Meanwhile, we systematically review the past five years' worth of technological advancements and trends in talking-head video generation, highlight the critical works and summarize the dataset.
引用
收藏
页数：19
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