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Title: Discrete-Time Processing of Speech Signals (IEEE Press Classic Reissue) by John R. Deller, John H. L. Hansen, John G. Proakis ISBN: 0-7803-5386-2 Publisher: Wiley-IEEE Press Pub. Date: 21 September, 1999 Format: Hardcover Volumes: 1 List Price(USD): $125.00 |
Average Customer Rating: 3.8 (5 reviews)
Rating: 3
Summary: A good reference, but too theoretical
Comment: This book is very thorough, but at times it seems like the authors go out of their way to keep their discussion on a very theoretical level.
Chapter 1: A highly theoretical review of DSP. You need good knowledge of DSP to understand it.
Chapter 2: Goes over the human speech production and recognition systems. Here you get some practical info on the spectral and time-domain properties that distinguish speech sounds.
Chapter 3: Describes a model of the speech production based on a series of pulses passed through filters that correspond to features of the human speech production system. Practical issues such as which zero and pole values work best are left as an exercise to the reader.
Chapter 4: A lot of mathematics relating long-term statistical properties to those of a short frame of speech data. Contains good info on how to find recursive formulas for statistical properties of speech frames. It is a great shame that the authors don't include examples in MATLAB or pseudo code.
Chapter 5: Linear Prediction. Discusses a mathematical algorithm for creating a prediction filter that could be used to predict the next value in a series of data. In speech processing we are interested in using the coefficients of this prediction filter to encapsulate the properties of a speech frame. Examples of 1st,, 2nd, and 3rd order filters would have gone along way to illustrate how to implement this. There are some good formulas to measure the degree of similarities between speech frames based on their LP filter coefficients.
Chapter 6: Introduces the concept of the cepstrum. Cepstral analysis allows you to de-convolve speech data to separate the excitation source from the vocal tract filter. That way you can lifter out (a play on filter out) the excitation (responsible for pitch) and focus only on the vowel sounds. As always, how to make it work is left as an exercise.
The rest of the book is about speech coding and speech recognition. My class did not cover the later chapters, so I only read the parts that applied to projects.
The book helped me understand speech processing journal articles which tend to assume a lot of background knowledge.
The theoretical background that this book provides is necessary; good engineers need to understand the underpinnings of their bag of tricks. It is painful, however, at times. To apply the information in this book, you will certainly need a good mentor and a lot of tinkering in MATLAB.
Rating: 2
Summary: Great Book on the Topic
Comment: The book is probably the best reference on the field. The authors take their utmost effort to explain even some of the most subtle details but in a unified theoretical fashion. Must buy for anyone interested in the Speech processing Area
Rating: 5
Summary: Ureka!!!
Comment: I was skeptical when I started on this book. But this book changed the way I looked a speech processing for ever. Wonderful classic on Speech Processing. I spent many moments with this book and came out with awe and respect for the authors. It is broad in its scope. Thanks IEEE for reissuing this classic.
A good book should make you think loud. This one does that job splendidly well.
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Title: Discrete-Time Speech Signal Processing: Principles and Practice by T. F. Quatieri, Thomas F. Quatieri ISBN: 013242942X Publisher: Prentice Hall Pub. Date: 29 October, 2001 List Price(USD): $100.00 |
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Title: Speech and Audio Signal Processing : Processing and Perception of Speech and Music by Ben Gold, Nelson Morgan ISBN: 0471351547 Publisher: Wiley Text Books Pub. Date: 22 July, 1999 List Price(USD): $79.95 |
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Title: Fundamentals of Speech Recognition by Lawrence Rabiner, Biing-Hwang Juang ISBN: 0130151572 Publisher: Pearson Education POD Pub. Date: 12 April, 1993 List Price(USD): $98.00 |
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Title: Digital Processing of Speech Signals (Prentice-Hall Series in Signal Processing) by Lawrence R. Rabiner ISBN: 0132136031 Publisher: Prentice Hall Pub. Date: 05 September, 1978 List Price(USD): $116.00 |
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Title: Digital Image Processing Using MATLAB by Rafael C. Gonzalez, Richard E. Woods, Steven L. Eddins ISBN: 0130085197 Publisher: Prentice Hall Pub. Date: 05 September, 2003 List Price(USD): $120.00 |
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