Neural Text-to-Speech Synthesis

Neural Text-to-Speech Synthesis
Author :
Publisher : Springer Nature
Total Pages : 214
Release :
ISBN-10 : 9789819908271
ISBN-13 : 9819908272
Rating : 4/5 (71 Downloads)

Book Synopsis Neural Text-to-Speech Synthesis by : Xu Tan

Download or read book Neural Text-to-Speech Synthesis written by Xu Tan and published by Springer Nature. This book was released on 2023-05-29 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Text-to-speech (TTS) aims to synthesize intelligible and natural speech based on the given text. It is a hot topic in language, speech, and machine learning research and has broad applications in industry. This book introduces neural network-based TTS in the era of deep learning, aiming to provide a good understanding of neural TTS, current research and applications, and the future research trend. This book first introduces the history of TTS technologies and overviews neural TTS, and provides preliminary knowledge on language and speech processing, neural networks and deep learning, and deep generative models. It then introduces neural TTS from the perspective of key components (text analyses, acoustic models, vocoders, and end-to-end models) and advanced topics (expressive and controllable, robust, model-efficient, and data-efficient TTS). It also points some future research directions and collects some resources related to TTS. This book is the first to introduce neural TTS in a comprehensive and easy-to-understand way and can serve both academic researchers and industry practitioners working on TTS.


Neural Text-to-Speech Synthesis Related Books

Neural Text-to-Speech Synthesis
Language: en
Pages: 214
Authors: Xu Tan
Categories: Computers
Type: BOOK - Published: 2023-05-29 - Publisher: Springer Nature

DOWNLOAD EBOOK

Text-to-speech (TTS) aims to synthesize intelligible and natural speech based on the given text. It is a hot topic in language, speech, and machine learning res
Text-to-Speech Synthesis
Language: en
Pages: 626
Authors: Paul Taylor
Categories: Computers
Type: BOOK - Published: 2009-02-19 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Text-to-Speech Synthesis provides a complete, end-to-end account of the process of generating speech by computer. Giving an in-depth explanation of all aspects
An Introduction to Text-to-Speech Synthesis
Language: en
Pages: 306
Authors: Thierry Dutoit
Categories: Technology & Engineering
Type: BOOK - Published: 2013-12-01 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This is the first book to treat two areas of speech synthesis: natural language processing and the inherent problems it presents for speech synthesis; and digit
Speech-to-Speech Translation
Language: en
Pages: 103
Authors: Yutaka Kidawara
Categories: Computers
Type: BOOK - Published: 2019-11-22 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book provides the readers with retrospective and prospective views with detailed explanations of component technologies, speech recognition, language trans
Intelligent Speech Signal Processing
Language: en
Pages: 210
Authors: Nilanjan Dey
Categories: Technology & Engineering
Type: BOOK - Published: 2019-04-02 - Publisher: Academic Press

DOWNLOAD EBOOK

Intelligent Speech Signal Processing investigates the utilization of speech analytics across several systems and real-world activities, including sharing data a