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Learn OpenAI Whisper

You're reading from   Learn OpenAI Whisper Transform your understanding of GenAI through robust and accurate speech processing solutions

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781835085929
Length 372 pages
Edition 1st Edition
Concepts
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Author (1):
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Josué R. Batista Josué R. Batista
Author Profile Icon Josué R. Batista
Josué R. Batista
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Introducing OpenAI’s Whisper FREE CHAPTER
2. Chapter 1: Unveiling Whisper – Introducing OpenAI’s Whisper 3. Chapter 2: Understanding the Core Mechanisms of Whisper 4. Part 2: Underlying Architecture
5. Chapter 3: Diving into the Whisper Architecture 6. Chapter 4: Fine-Tuning Whisper for Domain and Language Specificity 7. Part 3: Real-world Applications and Use Cases
8. Chapter 5: Applying Whisper in Various Contexts 9. Chapter 6: Expanding Applications with Whisper 10. Chapter 7: Exploring Advanced Voice Capabilities 11. Chapter 8: Diarizing Speech with WhisperX and NVIDIA’s NeMo 12. Chapter 9: Harnessing Whisper for Personalized Voice Synthesis 13. Chapter 10: Shaping the Future with Whisper 14. Index 15. Other Books You May Enjoy

Unveiling Whisper – Introducing OpenAI’s Whisper

Automatic speech recognition (ASR) is an area of artificial intelligence (AI) that focuses on the interaction between computers and humans through speech. Over the years, ASR has made remarkable progress in speech processing, and Whisper is one such revolutionary ASR system that has gained popularity recently.

Whisper is an advanced AI speech recognition model developed by OpenAI, trained on a massive multilingual dataset. With its ability to accurately transcribe speech, Whisper has become a go-to tool for voice applications such as assistants, transcription services, and more.

In this chapter, we will explore the basics of Whisper and its capabilities. We will start with an introduction to Whisper and its significance in the ASR landscape. Then, we will uncover Whisper’s key features and strengths that set it apart from other speech models. We will then cover fundamental guidelines for implementing Whisper...

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