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Robust Speech Recognition in Embedded Systems and PC Applications

Jean-Claude Junqua
4.9/5 (12330 ratings)
Read Now Download Now ⏭ listen AudioBook
Description:This work provides a link between the technology and the application worlds. As speech recognition technology is now good enough for a number of applications and the core technology is well established around hidden Markov models many of the differences between systems found in the field are related to implementation variants. Embedded applications are usually cost sensitive and require very simple and optimized methods to be viable. The text reviews the problems of robust speech recognition, summarizes the current state of the art of robust speech recognition while providing some perspectives, and goes over the complementary technologies that are necessary to build an application, such as dialog and user interface technologies. The work is divided into five chapters. The first one reviews the main difficulties encountered in automatic speech recognition when the type of communication is unknown.; The second chapter focuses on environment-independent/adaptive speech recognition approaches and on the mainstream methods applicable to noise robust speech recognition. The third chapter discusses several critical technologies that contribute to making an application usable. It also provides some design recommendations on how to design prompts, generate user feedback and develop speech user interfaces. The fourth chapter reviews several techniques that are particularly useful for embedded systems or to decrease computational complexity. It also presents some case studies for embedded applications and PC-based systems. Finally, the fifth chapter provides a future outlook for robust speech recognition, emphasizing the areas that the author sees as the most promising for the future.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Robust Speech Recognition in Embedded Systems and PC Applications. To get started finding Robust Speech Recognition in Embedded Systems and PC Applications, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
200
Format
PDF, EPUB & Kindle Edition
Publisher
Plenum Publishing Corporation
Release
2000
ISBN
0306470276

Robust Speech Recognition in Embedded Systems and PC Applications

Jean-Claude Junqua
4.4/5 (1290744 ratings)
Read Now Download now ⏭ listen AudioBook
Description: This work provides a link between the technology and the application worlds. As speech recognition technology is now good enough for a number of applications and the core technology is well established around hidden Markov models many of the differences between systems found in the field are related to implementation variants. Embedded applications are usually cost sensitive and require very simple and optimized methods to be viable. The text reviews the problems of robust speech recognition, summarizes the current state of the art of robust speech recognition while providing some perspectives, and goes over the complementary technologies that are necessary to build an application, such as dialog and user interface technologies. The work is divided into five chapters. The first one reviews the main difficulties encountered in automatic speech recognition when the type of communication is unknown.; The second chapter focuses on environment-independent/adaptive speech recognition approaches and on the mainstream methods applicable to noise robust speech recognition. The third chapter discusses several critical technologies that contribute to making an application usable. It also provides some design recommendations on how to design prompts, generate user feedback and develop speech user interfaces. The fourth chapter reviews several techniques that are particularly useful for embedded systems or to decrease computational complexity. It also presents some case studies for embedded applications and PC-based systems. Finally, the fifth chapter provides a future outlook for robust speech recognition, emphasizing the areas that the author sees as the most promising for the future.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Robust Speech Recognition in Embedded Systems and PC Applications. To get started finding Robust Speech Recognition in Embedded Systems and PC Applications, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
200
Format
PDF, EPUB & Kindle Edition
Publisher
Plenum Publishing Corporation
Release
2000
ISBN
0306470276

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