Speech Processing Books

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We have compiled the list of Best Reference Books on Speech Processing subject. These books are used by students of top universities, institutes and colleges. Here is the full list of best books on Speech Processing along with reviews.

Kindly note that we have put a lot of effort into researching the best books on Speech Processing subject and came out with a recommended list of best books. The table below contains the Name of these best books, their authors, publishers and an unbiased review of books on “Speech Processing” as well as links to the Amazon website to directly purchase these books. As an Amazon Associate, we earn from qualifying purchases, but this does not impact our reviews, comparisons, and listing of these top books; the table serves as a ready reckoner list of these best books.

List of Speech Processing Books with author’s names, publishers, and an unbiased review as well as links to the Amazon website to directly purchase these books.

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1. Speech Processing

1. “Speech Communication: Human and Machine” by D O Shaughnessy

Book Review: The book provides an overview of the science of speech processing that keeps pace with the rapid advancements made in the field. This book is very useful for students of electrical engineering, computer scientists, system engineers, linguistics, audiologists, psychologists and people interested in speech communication. The book also describes how humans interpret and generate speech and also simulates code speech for efficient transmission. The book also provides integrated approach to human and machine speech production and contains upto date references in speech communication.

2. “Digital Processing of Speech Signals” by L R Rabiner and R W Schafer

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Book Review: This is a very good textbook for semester courses in speech processing. This book is suitable for students studying at the graduate and undergraduate levels in the field of digital signal processing and electrical and computer engineering. The book is also very suitable for practicing engineers and scientists in speech processing. This book demonstrates how digital signal processing techniques can be applied to problems related to speech communication. The book also provides a description about physical basis for speech coding that includes fourier analysis, digital representation, time and digital domain models of the waveform. The book also discusses homomorphic signal processing, linear predictive coding and machine communication digital processing by voice. The book presents the basic concepts and theories of speech processing with greater clarity along with the laboratory experiences for students. The book also concentrates on many signal processing methods for representing and processing the speech signal.

3. “Speech Analysis, Synthesis and Perception” by J L Flanagan

“Speech Analysis Synthesis and Perception” Book Review: This book extensively covers the developing field of digital communications. It also focuses on the different computer techniques for speech signal processing. This book is ideal for graduate level engineers and physicists as well as psycho­ physicists, phoneticians, speech scientists and linguists.

4. “Speech Processing in Mobile Environments” by RAO Vuppala

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“Speech Processing in Mobile Environments” Book Review: This book provides valuable insights into the designing and evolving methods of processing speech in mobile environments. Special emphasis is put on speech processing in low-bit rate coding and varying background environments. Accurate estimation of robust speech events in noisy environments is presented for important speech tasks like speech recognition, speaker recognition and speech rate modification in mobile environments. The book also investigates temporal and spectral enhancement methods for reducing the effect of noise.

5. “Speech Processing in Modern Communication: Challenges and Perspectives” by Israel Cohen Jacob Benesty

“Speech Processing in Modern Communication: Challenges and Perspectives” Book Review: This book tackles the various challenges faced in the field of speech processing in modern communication. Speech enhancement in transient-noise environments and microphone arrays in noisy reverberant environments are explained in detail. In reverberant environments, the identification of relative transfer function between sensors for beamforming and beamforming methods for spherical microphone arrays are reviewed together. Acoustic echo cancellation is studied in double-talk scenarios and in the short-time Fourier transfer domain for linear and nonlinear system identification. Interference suppression, broadband source localization, dereverberation and single-channel blind source separation of speech and music signals are also explored. This book is suitable for engineers, researchers, and graduate students who work on speech processing for communication applications.

6. “Academic Press Library in Signal Processing: Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing” by Sergios Theodoridis

“Academic Press Library in Signal Processing: Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing” Book Review: This book offers a complete coverage of image, video processing and analysis, hardware, audio, acoustic and speech processing. The underlying principles, algorithms and applications of these topics also emphasize on their growing potential for future research. Both students and professionals can refer to this book.

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7. “Introducing Speech And Language Processing” by John Coleman

“Introducing Speech and Language Processing” Book Review: This book presents a comprehensive treatment of speech and language processing. Essential topics such as digital signal processing, speech analysis and synthesis, finite-state machines, automatic speech recognition, parsing and probabilistic grammars are covered with the help of C and Prolog programming languages. Prerequisite knowledge of basic linguistics and speech science is required to fully grasp the content of this book. This book is suitable for students and professionals.

8. “Speech, Audio, Image and Biomedical Signal Processing Using Neural Networks” by Speech Audio Image And Biomedical Signal Processing Using Neural Networks

“Speech, Audio, Image and Biomedical Signal Processing using Neural Networks” Book Review: This book presents the recent developments made in the field of artificial neural networks and their applications in speech, audio, image and biomedical signal processing. This peer-reviewed volume reviews the cognitive, industrial and scientific tasks that are performed by artificial neural networks. Both students and professionals can refer to this book.

9. “Speech Processing, Recognition and Artificial Neural Networks” by G Chollet and G M Dibenedetto

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“Speech Processing, Recognition and Artificial Neural Networks” Book Review: This book consists of selected papers describing the experiments and theories related to acoustic phonetics along with recent advances in speech science and technology. Fundamentals of speech analysis and perceptron, speech processing, and stochastic models for speech are dealt with in the beginning of the book whereas auditory and neural network models for speech and task-oriented applications of automatic speech recognition and synthesis are dealt with in the subsequent chapters.


2. Digital Speech Processing

1. “Digital Processing of Speech Signals” by RABINER

“Digital Processing of Speech Signals” Book Review: The book’s main purpose is to show how digital signal processing techniques can be applied to problems which are in relation to speech communication. The description of the book is made extensively for the physical basis for speech coding including fourier analysis, digital representation and digital and time domain models of the wave form. It goes on to discuss homomorphic speech processing, linear predictive coding and digital processing for machine communication by voice.

2. “Digital Speech Processing: Speech Coding, Synthesis and Recognition (The Springer International Series in Engineering and Computer Science)” by A Nejat Ince

“Digital Speech Processing: Speech Coding, Synthesis and Recognition (The Springer International Series in Engineering and Computer Science)” Book Review: Speech processing is a book written to relate to three aspects of voice communications: -Speech Coding and transmission which is mainly concerned with man-to­ man voice communication. Speech Synthesis which deals with machine-to-man communication and speech Recognition which is related to man-to-machine communication.Its application is spread widely and use of low-bit rate voice codec. synthesizers and recognizers which are all speech processing products require ideally internationally accepted quality assessment and evaluation methods as weH speech processing standards as they are approved to interconnect and used independently of their designers and manufacturers without costly interfaces. This book is written in a tutorial manner, both fundamental and applied aspects of the above topics which have been prepared by weH-known specialists in their respective areas. The lectures in the book were sponsored by AGARD/NATO and delivered by the authors, in several NATO countries, to audiences consisting mainly of academic and industrial R&D engineers and physicists as weH as civil and military C3I systems planners and designers.

3. “Digital Signal Processing with Field Programmable Gate Arrays (Signals and Communication Technology)” by Uwe Meyer-Baese

“Digital Signal Processing with Field Programmable Gate Arrays (Signals and Communication Technology)” Book Review: The main goal of this book is the implementation of front-end digital signal processing algorithms. It starts with an overview of today’s FPGA technology, devices and tools for designing state-of-the-art DSP systems. A case study in the first chapter is the basis for more than 40 design examples throughout. The chapters deal with computer arithmetic concepts, etc and this book has several exercises. The VERILOG source code and a glossary are given in the appendices. More than 10 new system level case studies designed in VHDL and Verilog
And a new chapter on image and video processing,An Altera Quartus update and new ModelSim simulations Xilinx Atlys board and ISIM simulation support
Signed fixed point and floating point IEEE library examples An overview on parallel all-pass IIR filter design ICA and PCA system level designs Speech and audio coding for MP3 and ADPCM.

4. “Introduction to Digital Speech Processing (Foundations and Trends in Signal Processing)” by Lawrence R Rabiner and Ronald W Schafer

“Introduction to Digital Speech Processing (Foundations and Trends in Signal Processing)” Book Review: This book emphasises the central role of DSP techniques in modern speech communication research and applications. It presents a comprehensive overview of digital speech processing that ranges from the basic nature of the speech signal, through a variety of methods of representing speech in digital form, to applications in voice communication and automatic synthesis and recognition of speech. A practical introduction to the wide range of important concepts that comprise the field of digital speech processing is provided and It serves as an invaluable reference for students embarking on speech research as well as the experienced researcher already working in the field, who can utilize the book as a reference guide.

5. “Theory and Applications of Digital Speech Processing: United States Editio” by Lawrence Rabiner and Ronald Schafer

“Theory and Applications of Digital Speech Processing: United States Edition” Book Review: This book is preferably good for graduate students in digital signal processing, and undergraduate students in Electrical and Computer Engineering. The clear coverage of digital speech processing is acceptable, this text is also suitable for practicing engineers in speech processing. “This new book shows the basic concepts and theories of speech processing with clarity and currency, while providing hands-on computer-based laboratory experiences for students. Strong foundation of basics is taken first, and then concentrates on a range of signal processing methods for representing and processing the speech signal.

6. “Digital Speech Processing: Synthesis, and Recognition, Second Edition, (Signal Processing and Communications)” by Sadaoki Furui

“Digital Speech Processing: Synthesis, and Recognition, Second Edition, (Signal Processing and Communications)” Book Review: This book provides a comprehensive overview of digital signal processing for speech along with synthesis and classic recognition techniques. This book contains in it a new section on the international standardization of robust and flexible speech coding techniques, waveform unit concatenation-based speech synthesis, large vocabulary continuous-speech recognition based on statistical pattern recognition, and much more. The book also covers waveform unit concatenation-based speech synthesis, large vocabulary continuous-speech recognition based on statistical pattern recognition, the international standardization of robust and flexible speech coding techniques, etc. Both students and professionals can refer to this book.
7. “Digital Speech Processing Using Matlab (Signals and Communication Technology)” by E S Gopi

“Digital Speech Processing Using Matlab (Signals and Communication Technology)” Book Review: This book emphasizes on digital speech pattern recognition, speech production model, speech feature extraction, and speech compression. Beginners who are pursuing basic research in digital speech processing are well suited to use this textbook.Most topics consist of matlab illustrations to enable better understanding of concepts. This book also deals with the basic pattern recognition techniques such as PCA, LDA, ICA, SVM, HMM, GMM, BPN, and KSOM illustrated by matlab speech signals.

8. “Multimedia Signals and Systems (The Springer International Series in Engineering and Computer Science)” by Mrinal Kr Mandal

“Multimedia Signals and Systems (The Springer International Series in Engineering and Computer Science)” Book Review: This is a book which deals with technical introductory level multimedia, including problems, examples, and MATLAB codes. Readers who want to research audio processing, image and video processing, and data compression will find this book helpful and even to readers who are carrying out research and development in systems areas such as television engineering and storage media.Many chapters that are generic in nature and provide key concepts of multimedia systems to technical as well as non-technical persons are consisted in the book and even chapters that provide a mathematical/ analytical framework for basic multimedia signal processing.

9. “Digital Signal Processing for Measurement Systems: Theory and Applications (Information Technology: Transmission, Processing and Storage)” by Gabriele D’Antona and Alessandro Ferrero

“Digital Signal Processing for Measurement Systems: Theory and Applications (Information Technology: Transmission, Processing and Storage)” Book Review: The book has materials that deal with the theoretical foundation of the analog-digital conversion process and the digital signal operations in support of the conversion environment specifically. This book is important because of its detailed treatment of sampling theory and analog-to-digital conversion as applied to measurement systems. This book is highly recommended for the Upper-division undergraduates and graduate students.


3. Speech and Audio Processing

1. “Speech and Audio Processing (WIND)” by Dr Shaila D Apte

“Speech and Audio Processing (WIND)” Book Review: This book is beneficial for the undergraduate students pursuing a speech processing course. Students of PG in ECE, CS, and IT streams will also find this text useful. The book covers topics like human speech production mechanism with its fundamental parameters. This includes pitch frequency and formants. This book focuses on log spectrum, 3-D spectrogram, cepstral features, MFCC and linear prediction coefficients. Information on transform domain parameters and template matching techniques are mentioned in the book. The book highlights speech coding, speech recognition and synthesis.

2. “Speech and Audio Signal Processing: Processing and Perception of Speech and Music” by Ben Gold and Nelson Morgan

“Speech and Audio Signal Processing: Processing and Perception of Speech and Music” Book Review: This book introduces physiology along with psychoacoustics of hearing. Various results on pitch and speech perception, vocoding methods and aspects of automatic speech recognition systems are highlighted in this book. The book also includes the methods and results from other renowned contributors.

3. “Speech and Audio Signal Processing” by Jayan A R

“Speech and Audio Signal Processing” Book Review: This book acts as a reference for the students of electronics, communication engineering and audiology. The book basically introduces speech and audio signal processing. Aspects of signal processing and recording processes are mentioned in the book. Different experiments on Octave and Matlab are shown in the book to help students in their practicals for signal processing. This book provides a fundamental overview on speech and audio signal processing. It aims to provide hands-on experience in speech and signal audio processing. It covers the topics from a theoretical and practical perspective for enhanced understanding. Numerous Matlab examples are provided throughout the text. This book is designed to focus on students, teachers, professionals in the numerous fields of engineering and science especially computer, electrical, electronic engineering, and others.

4. “Speech and Audio Processing in Adverse Environments (Signals and Communication Technology)” by Eberhard Hänsler and Gerhard Schmidt

“Speech and Audio Processing in Adverse Environments (Signals and Communication Technology)” Book Review: This book describes the signal processing systems. Their quality, performance and prices are present in the book. The book highlights biological and physical inter relations. It includes functionality of new systems and coverage of terminology and symbols. Important areas of speech and audio signal processing are covered in the book. Topics such as microphone systems, approaches for noise reduction and evaluations of speech signals are present in the book. The book explains echo and noise suppression, its problems and automatic calibration of microphones. Reverbnation processes of audio signals which helps in reducing are highlighted in this book.

5. “Acoustical Impulse Response Functions of Music Performance Halls (Synthesis Lectures on Speech and Audio Processing)” by Douglas Frey and Rangaraj Rangayyan

“Acoustical Impulse Response Functions of Music Performance Halls (Synthesis Lectures on Speech and Audio Processing)” Book Review: This book explains how to create a digital acoustical derivation and numerical presentations. It includes a complex analog with its characteristics. It discusses the exponential sine sweep measurement process and about the acoustical impulse function. The book reflects issues of the effects of measurement transducers. Several solutions like use of filtering techniques to remove such unwanted effects are very well described in detail. There is a mean-squared error analysis in the book which shows how AIRF provides the acoustical behaviour.

6. “Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing)” by Mads Christensen and Andreas Jakobsson

”Multi-Pitch Estimation (Synthesis Lectures on Speech and Audio Processing)” Book Review: This book introduces pitch estimation and several statistical methods for this. Estimation theoretic bounds and signal models are present in the book. The book highlights the properties of speech and audio signals. Additional topics on single and multi-pitch estimators are covered in the book. The book highlights posteriori methods, filtering methods and optimal adaptive designs. Various subspace methods on the principles of subspace orthogonality are mentioned in the book. The book focuses on the shift invariance using real and synthetic signals. It further explains their properties and how their performance is being assessed. The book deals with efficiency and robustness of the computation and statistics.

7. “Discriminative Learning for Speech Recognition: Theory and Practice (Synthesis Lectures on Speech and Audio Processing)” by Li Deng and B H Juang

“Discriminative Learning for Speech Recognition: Theory and Practice (Synthesis Lectures on Speech and Audio Processing)” Book Review: This book covers information on probabilistic modelling and speech recognition optimization. The book presents a Markov model with family distributions. The book includes unification of speech recognition and mathematical analysis. Functions of speech recognition and derivations of parameter optimization formulas are mentioned in the book. It explains about discrimination learning and how it results in superior speech recognition. The book highlights the algorithm implementation and practical aspects to help the practitioners in engineering.

8. “Sparse Adaptive Filters for Echo Cancellation (Synthesis Lectures on Speech and Audio Processing)” by Constantin Paleologu and Jacob Benesty

“Sparse Adaptive Filters for Echo Cancellation (Synthesis Lectures on Speech and Audio Processing)” Book Review: This book highlights the sparse adaptive filters for echo cancellation. Different types of algorithms are present in the book with the latest developments. Their solutions are included to improve performance. It mentions step size versions and proportionate type projection algorithms in the book. Lastly, the book presents eco cancellation scenarios with an experimental study.

9. “Articulatory Speech Synthesis from the Fluid Dynamics of the Vocal Apparatus (Synthesis Lectures on Speech and Audio Processing” by Stephen Levinson and Don Davis

“Articulatory Speech Synthesis from the Fluid Dynamics of the Vocal Apparatus (Synthesis Lectures on Speech and Audio Processing)” Book Review: This book covers articulatory speech synthesis and its problems on vocal tract geometries. It explains the source filter model and mechanical system. This produces sound with the help of fluid dynamics. It discusses the time mechanism and sound propagation. A Navier Stokes equation is present in the book to describe fluid and propagation of acoustic waves. The book mentions different theoretical and experimental results on phonetic target positions. Changes in articulatory trajectory and aerodynamic oscillation are discussed in the book. This full method helps in source filter interaction. The book shows parameterization of the speech signal which benefits speech signal processing problems.

10. “Latent Semantic Mapping: Principles and Applications (Synthesis Lectures on Speech and Audio Processing)” by Jerome R Bellegarda and B H Juang

“Latent Semantic Mapping: Principles and Applications (Synthesis Lectures on Speech and Audio Processing)” Book Review: This book introduces discrete entities with continuous vector space. Global correlation patterns are present in the book. The book includes generic properties for interpretation. This text provides multifaceted benefits and other frameworks in language understanding and spoken language. It covers inherent tradeoffs, their approaches and perspectives regarding extraction. The book explains facts on latent semantic structure and retrieval processes. Algebraic and statistical techniques are highlighted to get rid of noise.


4. Speech Signal Processing

1. “Digital Speech Processing: Synthesis and Recognition” by Sadoaki Furui

Book Review: This book deals with the study of digital speech processing, synthesis and recognition. The book contains different sections on international standardization of robust and flexible speech coding techniques, waveform unit concatenation based speech synthesis, continuous speech recognition, basics of digital signal processing for speech and a deep insight of classical recognition techniques. It is a very ideal primary textbook suitable at the graduate and undergraduate levels.

2. “Introduction to Data Compression” by Khalid Sayood

Book Review: This book provides a very good introduction to the theory surrounding the compression techniques along with the instructions for applications. The book covers up to date information in the field of data compression thereby including newer as well as older algorithms. The book contains lossy and lossless compression techniques, wavelets, subband coding, predictive lossless techniques, emerging standards like JPEG 2000, JBIG 2, LPC, CELP, MELP and a wide range of compression techniques along with sample data.

3. “Digital Speech” by A M Kondoz

Book Review: The book provides fundamental technical background that is needed for low bit rate speech coding and latest advancements in digital speech coding techniques that lead to the evolution of communication systems. The book contains chapters on pitch estimation, speech classification, multimode speech coding, harmonic speech coding, efficient LPC quantization methods, voice activity detection methods, examples of popular speech coders like CELP coding. The book also offers expanded coverage of speech enhancement techniques like echo cancellation and noise suppression.

4. “Speech and Audio Signal Processing” by Jayan

“Speech and Audio Signal Processing” Book Review: This book provides a fundamental overview on speech and audio signal processing. It aims to provide hands-on experience in speech and signal audio processing. It covers the topics from a theoretical and practical perspective for enhanced understanding. Numerous Matlab examples are provided throughout the text. This book is designed to focus on students, teachers, professionals in the numerous fields of engineering and science especially computer, electrical, electronic engineering, and others.

5. “Speech Signal Processing: Using Matlab ” by Vishnu Narayan Saxena

“Speech Signal Processing: Using Matlab” Book Review: This book provides a comprehensive overview on speech signal processing. It discusses the range of frequencies of musical signal and several sub bands of different frequencies. It talks about the characteristic and sound effect of each frequency. It explains how every band of frequencies has a different information about music signals. It describes the differences between different frequency components and helps the reader separate, amplify, and attenuate desired frequency components. This book is designed to focus on students, teachers, professionals in the numerous fields of engineering and science.

6. “Digital Signal Processing of Speech wave forms” by Sharmila Chaudhari

“Digital Signal Processing of Speech waveforms” Book Review: This book provides a detailed overview on digital signal processing of speech waveforms. It explains applications of speech wave transforms in diverse settings like biomedical, life sciences, and much more. It describes various acoustic parameters employed for various pathological assessment tasks. It enables the reader with the tools required by clinicians to distinguish between normal phonic and pathological voices. This book is designed to focus on students, teachers, professionals in the numerous fields of engineering and science.

7. “Modern Digital Signal Processing” by V Udayashankara

“Modern Digital Signal Processing” Book Review: This book provides a comprehensive overview on modern digital signal processing. It explains digital signal processing architecture in assembly and C language. It explains the application of digital signal processing in various fields like digital communication, robotics, speech processing and audio processing, biomedical science, and control systems. This book is designed to focus on students, teachers, professionals in the numerous fields of engineering and science especially computer, electrical, electronic engineering, and others.

8. “Speech and Language Processing, 2nd Edition” by Daniel Jurafsky

“Speech and Language Processing, 2nd Edition” Book Review: This book provides a fundamental overview on speech and language processing. It covers topics like web-based language techniques, availability of phone-based dialogue systems, merging distinct fields, and much more. It enables readers to apply statistical and other machine-learning algorithms to large corporations. It talks about statistical sequence labeling, information extraction, question answering and summarization in detail. This book is designed to focus on students, teachers, professionals in the numerous fields of engineering and science.

9. “Speech and Audio Processing: A MATLAB-based Approach” by Ian Vince McLoughlin

“Speech and Audio Processing: A MATLAB-based Approach” Book Review: This book provides a comprehensive coverage on speech and audio processing. It describes the topic using a Matlab-based approach. It talks about methods required to work with current and future audio, speech, and hearing processing technologies. It covers topics like mobile telephony and human-computer interfacing through speech. It provides information on electronic music along with medical applications of speech and hearing technology. It covers audio compression and reproduction, analysis of sounds in the environment, and big data audio systems. Numerous Matlab examples and exercises are provided for enhanced understanding.

People who are searching for Free downloads of books and free pdf copies of these books on Speech Processing – we would like to mention that we don’t have free downloadable pdf copies of these good books and one should look for free pdf copies from these Authors only if they have explicitly made it free to download and read them.

We have created a collection of best reference books on “Speech Processing” so that one can readily see the list of top books on “Speech Processing” and buy the books either online or offline.

If any more book needs to be added to the list of best books on Speech Processing subject, please let us know.

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Manish Bhojasia, a technology veteran with 20+ years @ Cisco & Wipro, is Founder and CTO at Sanfoundry. He lives in Bangalore, and focuses on development of Linux Kernel, SAN Technologies, Advanced C, Data Structures & Alogrithms. Stay connected with him at LinkedIn.

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