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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

Integrating Whisper with other OpenAI technologies

As we unravel Whisper’s capabilities, an enticing new frontier emerges – synergizing its speech prowess with other cutting-edge AI technologies from OpenAI. Beyond operating in isolation, integrating Whisper unlocks new possibilities at the intersection of modalities such as vision, language, and acoustic understanding.

The following sections explore the technical glue enabling these fused systems to drive more advanced applications. We’ll cover strategies for concatenating representations, cascading natural language tasks, and even steering generative imagery with speech context. By the end, you’ll have an expanded imagination for bringing Whisper with tools such as DALL-E and CLIP to bolster performance and unlock experiences enhanced with multisensory contextualization.

Understanding the synergies between AI models

As we conclude unraveling Whisper’s inner workings, new frontiers await...

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