Principles of AIGC technology and its application in new media micro-video creation

被引:0
|
作者
Di J. [1 ]
机构
[1] Department of Chinese Language and Literature, Jinzhong University, Shanxi, Jinzhong
关键词
AIGC; Diffusion model; GAN network; Information dissemination model; Micro-video creation;
D O I
10.2478/amns-2024-1393
中图分类号
学科分类号
摘要
AIGC, as a new generation of intelligent generation technology, provides new ideas for the progress and development of the new media field. This study constructs a communication model for new media micro-video creation based on the information communication model, analyzing the communication and development of new media micro-video creation. Combining the application characteristics of AIGC technology in new media micro-video creation and the needs of new media micro-video creation, it proposes the information hiding improvement method based on the GAN model and diffusion model. It constructs the AIGC optimization system based on new media micro-video creation. The model's application effect in new media micro-video creation is explored after it passes the performance test. The results show that the average scores of all the indicators of the sense of using experience are above 3.5, the overall average score of micro-video creation is 4.12, and the peak traffic and cumulative traffic of the works created by utilizing this method have been improved by 17,000 and 1,910,000, respectively. The efficiency and quality of micro-video creation can be enhanced by using this study as a feasible reference. © 2024 Juan Di, published by Sciendo.
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