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Speech Processing: A Dynamic and Optimization-Oriented Approach (Signal Processing and Communications), by Li Deng, Douglas O'Shaughnessy
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Based on years of instruction and field expertise, this volume offers the necessary tools to understand all scientific, computational, and technological aspects of speech processing. The book emphasizes mathematical abstraction, the dynamics of the speech process, and the engineering optimization practices that promote effective problem solving in this area of research and covers many years of the authors' personal research on speech processing. Speech Processing helps build valuable analytical skills to help meet future challenges in scientific and technological advances in the field and considers the complex transition from human speech processing to computer speech processing.
- Sales Rank: #3643658 in Books
- Brand: Brand: CRC Press
- Published on: 2003-06-18
- Original language: English
- Number of items: 1
- Dimensions: 9.00" h x 6.25" w x 1.50" l, 2.19 pounds
- Binding: Hardcover
- 752 pages
- Used Book in Good Condition
About the Author
Microsoft Research
Most helpful customer reviews
1 of 1 people found the following review helpful.
elegant combination of speech science and technology
By A Customer
A rather deep treatment of speech science can be found in Chapters 7 and 8, with a view towards how such linguistic knowledge can be applied usefully to solve speech recognition problems.
One most interesting aspect of the book is its thorough treatment of dynamical systems for speech processing. In particular, Kalman filtering theory has been covered in an amazing detail in both theory and applications. There are also very interesting descriptions of how hidden Markov models and dynamic system models are differentiated and linked, and of how they can be usefully combined.
1 of 2 people found the following review helpful.
difficult to read but learn a lot once drill into it
By A Customer
The level of the book is perhaps too high even for senior engineering or computer science students. It seems more appropriate for experienced researchers.
Some cross references for figures, equations, and tables seem out of place. This may be due to word processor problems. Hope the problems can be corrected in the next reprint.
Overall, this is a strong and deep book. It may be difficult to read the first time around. But after you get into it, especially if you like deep and thorough understanding of the subject, a lot can be learned on the subject of speech processing.
1 of 2 people found the following review helpful.
A must-read for speech technology engineers
By A Customer
This newest book in speech processing is unusually strong in both mathematical treatment and in linguistic intuition. On the one hand, speech processing is dealt with as a human linguistic and cognitive problem, where speech production and perception are both described in a more quantitative detail than any other books available on these subjects. On the other hand, technological advances in the speech processing field are covered with close links to human speech production and perception. Any serious speech technology engineer must read this book.
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