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Spoken Language Processing
By an Amazon.com customer
Spoken Language Processing: A Guide to Theory, Algorithm and System DevelopmentSpoken Language Processing: A Guide to Theory, Algorithm and System Development by Xuedong Huang
Buy new: $65.08 / Used from: $52.99
Your guided tour to this fascinating field. Has many algorithms on all aspects of the subject. The rest of the list complements this book.
Speech and Language Processing (2nd Edition)Speech and Language Processing (2nd Edition) by Daniel Jurafsky
Buy new: $94.13 / Used from: $101.34
This is a broad overview of natural language processing. It is not good at learning any technique in particular, but it excels at giving you a bird's eye view of the field.
Natural Language Processing with PythonNatural Language Processing with Python by Steve Bird
Buy new: $39.09 / Used from: $33.50
Somewhat the opposite of Jurafsky and Martin. This book gets down in the details of specific solutions but doesn't really show you the big picture or the theory.
Bundle of Algorithms in Java, Third Edition, Parts 1-5: Fundamentals, Data Structures, Sorting, Searching, and Graph Algorithms (3rd Edition) (Pts. 1-5)Bundle of Algorithms in Java, Third Edition, Parts 1-5: Fundamentals, Data Structures, Sorting, Searching, and Graph Algorithms (3rd Edition) (Pts. 1-5) by Robert Sedgewick
Buy new: $85.79 / Used from: $69.00
For the engineer who wants to know how the algorithms work but doesn't need the knowledge to the extent of Cormen's book. Lies between the theory books and the algorithm recipe books.
Algorithms on Strings, Trees and Sequences: Computer Science and Computational BiologyAlgorithms on Strings, Trees and Sequences: Computer Science and Computational Biology by Dan Gusfield
Buy new: $72.11 / Used from: $54.00
Not just for biology. Working with speech means working with strings, and this has just about everything you'd want to know on the subject.
Linguistics: An Introduction to Language and CommunicationLinguistics: An Introduction to Language and Communication by Adrian Akmajian
Buy new: $39.33 / Used from: $22.50
The first two parts present the usual linguistics topics such as phonology, morphology, syntax, semantics, language variation, and evolution. Part 3 deals with the area of Psycholinguistics.
A Course in Phonetics (with CD-ROM)A Course in Phonetics (with CD-ROM) by Peter Ladefoged
Buy new: $93.66 / Used from: $44.75
Best book available on intro Phonetics. Not necessarily for those with a general interest in Linguistics and languages. What I found to be especially useful are the sections of exercises at the end of each chapter to test what you've learned. The exercises are very well designed; however, the one drawback is that the book contains no answer key.
Acoustic and Auditory PhoneticsAcoustic and Auditory Phonetics by Keith Johnson
Buy new: $44.95 / Used from: $25.00
Introduces basic acoustics, audition, signal processing, & acoustic theory of speech production. Next is a survey of the major classes of sounds, describing them acoustically, auditorily, & perceptually. Includes a new chapter on speech perception and additional sections on digital filtering and cross-linguistic vowel and consonant perception.
English Syntax: An IntroductionEnglish Syntax: An Introduction by Andrew Radford
Buy new: $38.99 / Used from: $5.50
'This textbook shows a healthy (and rare) mix of recent and up-dated discussion of current syntactic theory and a detailed description of English syntax. Students can learn from this volume most of the major syntactic characteristics of English.
Schaum's Outline of Probability and StatisticsSchaum's Outline of Probability and Statistics by Murray R Spiegel
Buy used from: $5.91
A knowledge of probability and statistics is necessary for language processing. This Schaum's outline is as good as textbooks costing multiples of what it costs.
Probability and Random Processes with Applications to Signal Processing (3rd Edition)Probability and Random Processes with Applications to Signal Processing (3rd Edition) by Henry Stark
Buy new: $117.76 / Used from: $58.99
Expands on your probability knowledge into theory you need for estimation theory.
Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory  (v. 1)Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory (v. 1) by Steven M. Kay
Buy new: $92.13 / Used from: $70.00
Covers topics such as minimum variance unbiased estimators, the Cramer-Rao bound, best linear unbiased estimators, maximum likelihood estimation, recursive least squares, Bayesian estimation techniques, and the Wiener and Kalman filters.
An Introduction to Information TheoryAn Introduction to Information Theory by Fazlollah M. Reza
Buy used from: $14.92
A good introductory book that doesn't glaze over details nor does it get bogged down in mathematical proofs. Lots of exercises and examples & very accessible.
Pattern Recognition and Machine Learning (Information Science and Statistics)Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop
Buy new: $58.83 / Used from: $59.36
A good book by a great author on all of the pattern recognition techniques. Very clear and current. Lots of examples.
Machine Learning (Mcgraw-Hill International Edit)Machine Learning (Mcgraw-Hill International Edit) by Thomas Mitchell
Buy new: $74.43 / Used from: $50.00
Pattern recognition is an important topic, so this is a good companion book to the previous entry. Not as modern, but lots of good examples.
Introduction to Neural Networks with JavaIntroduction to Neural Networks with Java by Jeff, T Heaton
Buy new: $35.99 / Used from: $21.99
Neural networks can be difficult for the student to understand. This book takes a practical approach. Plus, it is available free online.
Schaum's Outline of Signals and SystemsSchaum's Outline of Signals and Systems by Hwei Hsu
Buy new: $14.93 / Used from: $7.00
Excellent textbook on the topic of signals and systems, which is a prereq for learning DSP. Save yourself some money, you're going to need it for the DSP book.
Discrete-Time Signal Processing (2nd Edition) (Prentice-Hall Signal Processing Series)Discrete-Time Signal Processing (2nd Edition) (Prentice-Hall Signal Processing Series) by Alan V. Oppenheim
Buy used from: $48.50
The best book for learning all aspects of DSP. However, it is very densely packed. Definitely not a quick read.
Discrete-Time Speech Signal Processing: Principles and PracticeDiscrete-Time Speech Signal Processing: Principles and Practice by Thomas F. Quatieri
Buy new: $78.00 / Used from: $66.00
Includes speech coding, enhancement, and modification; speaker recognition; noise reduction; signal restoration; dynamic range compression, & more. Principles of Discrete-Time Speech Processing also contains a complete series of examples and Matlab exercises, all carefully integrated into the book's coverage of theory and applications.
Fast Fourier Transform and Its ApplicationsFast Fourier Transform and Its Applications by E. Brigham
Buy new: $95.22 / Used from: $69.95
All developments in this book use graphical techniques and examples that insure clarity in the presentation. The book provides not only a readable introduction to the FFT but a thorough and unified reference for applying it to various fields of interest. It is great for self-study.
Multirate Systems And Filter BanksMultirate Systems And Filter Banks by P. P. Vaidyanathan
Buy new: $93.50 / Used from: $64.93
An entire book on the subject of multi-rate systems to complement material in Oppenheim. Excellent and clear examples.
Acoustics (Schaum's Outline)Acoustics (Schaum's Outline) by W. W. Seto
Buy used from: $59.74
Inexpensive guide to acoustics with plenty of worked examples and solved problems. All of the basic theory is there, and by going through the solved problems and then working the exercises at the end of each chapter I became proficient in the science of acoustics without the need of any other expensive books.
Acoustic Analysis of SpeechAcoustic Analysis of Speech by Raymond D. Kent
Buy new: $82.09 / Used from: $58.00
The basic methods for acoustic analysis of speech in relation to (a) acoustic theory of speech production and (b) measures of primary interest to speech scientists, speech-language pathologists, linguists, psychologists or others who are interested in the acoustic signal of speech. Readers will gain an understanding of theory, methods and databases pertaining to speech acoustics.
Speech and Audio Signal Processing: Processing and Perception of Speech and MusicSpeech and Audio Signal Processing: Processing and Perception of Speech and Music by Ben Gold
Buy used from: $51.34
It covers many subjects, so you can cherry pick what you need. There's some good material on the mathematical modeling of the human vocal chords and cepstral processing I found hard to get anywhere else.
Introduction to Data Compression, Third Edition (Morgan Kaufmann Series in Multimedia Information and Systems)Introduction to Data Compression, Third Edition (Morgan Kaufmann Series in Multimedia Information and Systems) by Khalid Sayood
Buy new: $66.26 / Used from: $52.00
The definitive book for all kinds of compression algorithms, both lossy and lossless. Mathematical details abound.
Data Compression: The Complete ReferenceData Compression: The Complete Reference by David Salomon
Buy new: $87.00 / Used from: $12.92
Encyclopedia of compression methods briefly describing the technique of each method, along with any required math, and then the algorithm. Code is not shown in the sense that there are no CompressionAlgorithm.cpp files. However, the algorithm pseudocode is such that you should be able to translate any algorithm into code without much trouble.
Speech Coding Algorithms: Foundation and Evolution of Standardized CodersSpeech Coding Algorithms: Foundation and Evolution of Standardized Coders by Wai C. Chu
Buy new: $128.41 / Used from: $62.00
A very good book on speech coding, especially the focus on CELP coders. Many kinds of CELP coders are introduced in detail. If you are beginner on speech coding, this book is for you.
Speech Coding: A Computer Laboratory TextbookSpeech Coding: A Computer Laboratory Textbook by Thomas P. Barnwell
Buy new: $88.75 / Used from: $6.71
Good for PCM and LPC techniques. It has good content, but the software doesn't work. Buy it at a used book price.
Fundamentals of Speech RecognitionFundamentals of Speech Recognition by Lawrence Rabiner
Buy new: $73.30 / Used from: $38.85
Introduces all the basics of signal processing and vocal tract modeling needed and provides good descriptions of algorithms for statistical speech recognition such as dynamic programmation, Hidden Markov Models, Viterbi Algorithm. An older book (1993).
Statistical Methods for Speech Recognition (Language, Speech, and Communication)Statistical Methods for Speech Recognition (Language, Speech, and Communication) by Frederick Jelinek
Buy new: $37.80 / Used from: $34.02
Comprehensive introduction to the statistical models and algorithms of speech recognition. Jelinek sets up the speech recognition problem in the traditional way as the decoding half of Shannon's noisy channel model. While glossing over signal processing, he provides an excellent overview of the symbolic stages of processing involved in speech recognition.
Voice Recognition (Artech House Telecommunications Library)Voice Recognition (Artech House Telecommunications Library) by Richard L. Klevans
Buy new: $137.00 / Used from: $16.14
Begins with a historical intro to speech synthesis, speech recognition, and speaker classification. Next is a discussion of the multitude of formulas and algorithms in speech recognition. Hidden Markov Models & neural nets as applied to speech are clearly explained. The latter part of the book presents the authors' research in identifying individual speakers.
Psychoacoustics: Facts and Models (Springer Series in Information Sciences)Psychoacoustics: Facts and Models (Springer Series in Information Sciences) by Hugo Fastl
Buy new: $87.00 / Used from: $91.00
Probably the most comprehensive collection of psychoacoustical information to date. It starts with a description of sound and the human audiotory system, and then moves into how the two entities interact and how perception is modeled by this. The discussion is very technical.
Signals, Sound, and Sensation (Modern Acoustics and Signal Processing)Signals, Sound, and Sensation (Modern Acoustics and Signal Processing) by William M. Hartmann
Buy new: $124.56 / Used from: $109.00
This is very much a signals and systems type book, except that all of the signals and systems described pertain to audio and its perception. The quantitative emphasis in this book is underscored by the exercises at the end of each chapter.
Foundations of Statistical Natural Language ProcessingFoundations of Statistical Natural Language Processing by Christopher D. Manning
Buy new: $53.63 / Used from: $46.50
All the theory and algorithms needed for building NLP tools. Broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. Covers collocation finding, word sense disambiguation, probabilistic parsing, & information retrieval.
Modern Information RetrievalModern Information Retrieval by Ricardo Baeza-Yates
Buy used from: $25.00
A good book on all types of information retrieval algorithm details that these other books don't have room for.
Text to Speech Synthesis: New Paradigms and Advances (Prentice Hall Imsc Press Multimedia Series)Text to Speech Synthesis: New Paradigms and Advances (Prentice Hall Imsc Press Multimedia Series) by Shrikanth Narayanan
Not perfect, but the only book out there on TTS systems, their design, and their problems.
Design with Operational Amplifiers and Analog Integrated CircuitsDesign with Operational Amplifiers and Analog Integrated Circuits by Sergio Franco
Buy new: $149.11 / Used from: $82.99
Help with the hardware part of your design. Talks about all kinds of analog I.C.'s and almost anything you'd want to do with them.
Design of Analog FiltersDesign of Analog Filters by Rolf Schaumann
Buy new: $119.57 / Used from: $40.00
Zeroes in on techniques to build filters from op-amps. This is important since the I/O of any speech processing system is analog & the Z transform will do you no good there.
INTRODUCTION TO ELECTROACOUSTICS AND AUDIO AMPLIFIER DESIGNINTRODUCTION TO ELECTROACOUSTICS AND AUDIO AMPLIFIER DESIGN by LEACH WM
Buy new: $78.72 / Used from: $114.99
First part teaches basic acoustics pertaining to audio engineering. The rest concerns application of electroacoustics tools to analysis & synthesis of microphones, loudspeakers, crossover networks, & acoustic horns. Final chapter is on basic theory of audio amplifier design. Modeling mechanical systems with electrical ones is covered as part of electroacoustics.