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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
2. Chapter 1: Unveiling Whisper – Introducing OpenAI’s Whisper FREE CHAPTER 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

PVS step 3 – Synthesizing speech using a fine-tuned PVS model

Synthesizing speech using a fine-tuned PVS model is the culmination of the voice synthesizing process, where the personalized voice is brought to life. It is the stage where the fine-tuned model is tested, generating realistic and natural-sounding speech. The ability to synthesize speech using a fine-tuned PVS model opens up various applications, from creating virtual assistants and audiobook narration to personalized voice interfaces.

Several key components and considerations come into play when embarking on the journey of speech synthesis. Firstly, it is essential to have a suitable computing environment that can handle the computational demands of speech synthesis. This often involves leveraging the power of GPUs, particularly NVIDIA GPUs, which can significantly accelerate the synthesis process. Checking the availability and compatibility of the GPU is crucial to ensure smooth and efficient speech generation...

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