Abstract: AI short video generation has become a fundamental content tool throughout the creators economy in social, marketing and education applications. This paper surveys the recent work on AI technologies dedicated to the generation of short video contents and describes the approaches, applications, challenges and future work. Artificial Intelligence (AI) has changed how creative industries operate, allowing for the automation of complicated tasks and the generation of content to be formed in ways that weren’t necessarily even a thought before. The next domain of interest that this paper blurs into is AI-powered short video creation and generation; a field that implements computer vision, natural language processing, and machine learning to generate engaging, contextually relevant, and visually stimulating video content. Our proposed system harnesses the power of state-of-the-art AI into a method for automating several vital processes of video production, such as, but not limited to, assembling the script, the scene, including video cuts, as well as audio synchronisation. The system has streamlined video creation — a historically labor-intensive process — by harnessing generative AI technologies, including deep learning models for image and video synthesis and large language models for text generation. The framework also integrates user configuration and context responsiveness to offer users greater creative flexibility and contextual relevance. These results suggest a potential for AI-powered video generation to cut content development time, LEVEL THE PLAYING FIELD FOR quality media production tools at lower cost and change the marketing, entertainment.
Keywords: AI Video Generation; AI text-to-video generation ; Generative Adversarial Networks (GANs)
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DOI:
10.17148/IJARCCE.2024.131126
