Overview

The 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.

Full Product Details

Author:   Jovan Pehcevski
Publisher:   Arcler Education Inc
Imprint:   Arcler Education Inc
Weight:   0.371kg
ISBN:  

9781774699201

ISBN 10:   1774699206
Pages:   417
Publication Date:   31 March 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Available To Order  
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Table of Contents

Section 1 Image Generation TechniquesChapter 1 Research on Image Generation and Style Transfer Algorithm Based on Deep Learning Chapter 2 An Overview of Image Caption Generation Methods Chapter 3 Application of an Improved DCGAN for Image Generation Chapter 4 Private Face Image Generation Method Based on Deidentification in Low Light Chapter 5 Application of Remote Sensing Image Data Scene Generation Method in Smart City Section 2 Video Generation Techniques Chapter 6 Realistic Speech-Driven Talking Video Generation with Personalized Pose Chapter 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 Contents Chapter 9 Adaptive Content Management for UGC Video Delivery in Mobile Internet Era Section 3 Voice and Speech Generation Chapter 10 Generating the Voice of the Interactive Virtual Assistant Chapter 11 Voice Quality Modelling for Expressive Speech Synthesis Chapter 12 Prosodically Rich Speech Synthesis Interface Using Limited Data of Celebrity Voice Chapter 13 Resources for Development of Hindi Speech Synthesis System: An Overview Section 4 Societal and Ethical Issues Chapter 14 How AI-Human Symbiotes May Reinvent Innovation and What the New Centaurs Will Mean for Cities Chapter 15 AI, Automation and New Jobs Chapter 16 Discussion on the Development of Artificial Intelligence in Taxation Chapter 17 AI and Zen: AI Films as Reflections on Reality and Illusion Chapter 18 Ecologically Sound Procedural Generation of Natural Environments

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Author Information

Jovan Pehcevski obtained his PhD in Computer Science from RMIT University in Melbourne, Australia in 2007. His research interests include modern data center technologies (XaaS), big data, machine learning and artificial intelligence, and information retrieval. He has published over 30 journal and conference papers and he also serves as a journal and conference reviewer. Jovan has extensive academic and research experience, coupled with practical expertise in the IT industry. He is currently working as a Senior Technology Consultant at Dell Technologies, covering South Eastern Europe.

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