Description
Book SynopsisThe generative AI is especially powerful in several areas, such as text generation (product description, article writing), image and video generation (AI-generated pictures and videos for marketing industry), and voice and sound generation (for film industry). This book edition covers different topics of generative AI models, including: image generation techniques, video generation techniques, speech / voice generation techniques, and societal and ethical issues of these models.
Table of ContentsSection 1 Image Generation Techniques
Chapter 1 Research on Image Generation and Style Transfer Algorithm Based on Deep LearningChapter 2 An Overview of Image Caption Generation MethodsChapter 3 Application of an Improved DCGAN for Image GenerationChapter 4 Private Face Image Generation Method Based on Deidentification in Low LightChapter 5 Application of Remote Sensing Image Data Scene Generation Method in Smart City
Section 2 Video Generation TechniquesChapter 6 Realistic Speech-Driven Talking Video Generation with Personalized PoseChapter 7 Video Transformation in Big Video Era and its Impact on Content EditingChapter 8 A Fast Depth-Map Generation Algorithm Based on Motion Search from 2D Video ContentsChapter 9 Adaptive Content Management for UGC Video Delivery in Mobile Internet Era
Section 3 Voice and Speech GenerationChapter 10 Generating the Voice of the Interactive Virtual AssistantChapter 11 Voice Quality Modelling for Expressive Speech SynthesisChapter 12 Prosodically Rich Speech Synthesis Interface Using Limited Data of Celebrity VoiceChapter 13 Resources for Development of Hindi Speech Synthesis System: An Overview
Section 4 Societal and Ethical IssuesChapter 14 How AI-Human Symbiotes May Reinvent Innovation and What the New Centaurs Will Mean for CitiesChapter 15 AI, Automation and New JobsChapter 16 Discussion on the Development of Artificial Intelligence in TaxationChapter 17 AI and Zen: AI Films as Reflections on Reality and IllusionChapter 18 Ecologically Sound Procedural Generation of Natural Environments
