Description: Learn OpenAI Whisper by Josué R. Batista, Christopher Papile This guide will take you beyond the basics, offering insights into Whispers sophisticated architecture and practical use cases. FORMAT Paperback CONDITION Brand New Publisher Description Master automatic speech recognition (ASR) with groundbreaking generative AI for unrivaled accuracy and versatility in audio processingKey FeaturesUncover the intricate architecture and mechanics behind Whispers robust speech recognitionApply Whispers technology in innovative projects, from audio transcription to voice synthesisNavigate the practical use of Whisper in real-world scenarios for achieving dynamic tech solutionsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionAs the field of generative AI evolves, so does the demand for intelligent systems that can understand human speech. Navigating the complexities of automatic speech recognition (ASR) technology is a significant challenge for many professionals. This book offers a comprehensive solution that guides you through OpenAIs advanced ASR system.Youll begin your journey with Whispers foundational concepts, gradually progressing to its sophisticated functionalities. Next, youll explore the transformer model, understand its multilingual capabilities, and grasp training techniques using weak supervision. The book helps you customize Whisper for different contexts and optimize its performance for specific needs. Youll also focus on the vast potential of Whisper in real-world scenarios, including its transcription services, voice-based search, and the ability to enhance customer engagement. Advanced chapters delve into voice synthesis and diarization while addressing ethical considerations.By the end of this book, youll have an understanding of ASR technology and have the skills to implement Whisper. Moreover, Python coding examples will equip you to apply ASR technologies in your projects as well as prepare you to tackle challenges and seize opportunities in the rapidly evolving world of voice recognition and processing.What you will learnIntegrate Whisper into voice assistants and chatbotsUse Whisper for efficient, accurate transcription servicesUnderstand Whispers transformer model structure and nuancesFine-tune Whisper for specific language requirements globallyImplement Whisper in real-time translation scenariosExplore voice synthesis capabilities using Whispers robust techExecute voice diarization with Whisper and NVIDIAs NeMoNavigate ethical considerations in advanced voice technologyWho this book is forLearn OpenAI Whisper is designed for a diverse audience, including AI engineers, tech professionals, and students. Its ideal for those with a basic understanding of machine learning and Python programming, and an interest in voice technology, from developers integrating ASR in applications to researchers exploring the cutting-edge possibilities in artificial intelligence. Author Biography Josué Batista, a Digital Strategist and Solution Architect, has drawn on his rich blend of academic prowess and industry experience while writing this book. With an MBA and a Masters in Information Systems Management, he has excelled in various roles, including as a technical programmatic leader at PPG Industries, Metas Reality Research Labs, and Harvard Business School, where he focused on generative AI and large language models. His book draws on his extensive experience in new technology introduction, offering readers a comprehensive guide to mastering OpenAIs Whisper for practical applications.Originally from Ciudad Bolivar, Venezuela, Josué resides in Pittsburgh, PA, with his wife and feline companions. Table of Contents Table of ContentsUnveiling Whisper – Introducing OpenAIs WhisperUnderstanding the Core Mechanisms of WhisperDiving into the ArchitectureFine-tuning Whisper for Domain and Language SpecificityApplying Whisper in Various ContextsExpanding Applications with WhisperExploring Advanced Voice CapabilitiesDiarizing Speech with WhisperX and NVIDIAs NeMoHarnessing Whisper for Personalized Voice SynthesisShaping the Future with Whisper Details ISBN183508592X Author Christopher Papile Publisher Packt Publishing Limited Year 2024 ISBN-13 9781835085929 Format Paperback Imprint Packt Publishing Limited Place of Publication Birmingham Country of Publication United Kingdom Audience Tertiary & Higher Education Publication Date 2024-05-31 DEWEY 006.454 UK Release Date 2024-05-31 Pages 372 Subtitle Transform your understanding of GenAI through robust and accurate speech processing solutions We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:160148216;
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