Josué R. Batista

Learn OpenAI Whisper (eBook, ePUB)

Transform your understanding of GenAI through robust and accurate speech processing solutions

• Format: ePub

Produktbeschreibung

As 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 OpenAI's advanced ASR system.
You'll begin your journey with Whisper's foundational concepts, gradually progressing to its sophisticated functionalities. Next, you'll 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. You'll 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, you'll 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.

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Produktdetails

• Verlag: Packt Publishing
• Seitenzahl: 372
• Erscheinungstermin: 31. Mai 2024
• Englisch
• ISBN-13: 9781835087497
• Artikelnr.: 70903377

Autorenporträt

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 Master's in Information Systems Management, he has excelled in various roles, including as a technical programmatic leader at PPG Industries, Meta's 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 OpenAI's Whisper for practical applications.Originally from Ciudad Bolivar, Venezuela, Josué resides in Pittsburgh, PA, with his wife and feline companions.