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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

Setting up Whisper

The journey begins with exploring how to access Whisper via Hugging Face’s web interface, designed for simplicity and convenience. This method is perfect for those who prefer to avoid the intricacies of coding and software installation. You will learn to easily upload audio files and receive transcriptions directly through a web browser, making Whisper accessible to a broader audience.

Next, we will show you how to install and run Whisper in a cloud environment such as Google Colab. This approach is tailored for those who seek a more involved experience and wish to understand Whisper’s workings from a closer perspective. We will walk through the Whisper and FFmpeg installation for audio and video support, demonstrating how to transcribe files and view the results within the Colab environment.

Importantly, this section concerns the how and the why. The ease of setting up Whisper underscores its potential for widespread application, from academic...

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