Best Reference Books – Speech and Audio Processing

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We have compiled the list of Top 10 Best Reference Books on Speech and Audio Processing subject. These books are used by students of top universities, institutes and colleges. Here is the full list of top 10 best books on Speech and Audio Processing along with reviews.

Kindly note that we have put a lot of effort into researching the best books on Speech and Audio Processing subject and came out with a recommended list of top 10 best books. The table below contains the Name of these best books, their authors, publishers and an unbiased review of books on "Speech and Audio 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.

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

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“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.

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

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“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

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”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

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“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

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“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.

People who are searching for Free downloads of books and free pdf copies of these top 10 books on Speech and Audio 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 and Audio Processing" so that one can readily see the list of top books on "Speech and Audio 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 and Audio 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 is Linux Kernel Developer & SAN Architect and is passionate about competency developments in these areas. He lives in Bangalore and delivers focused training sessions to IT professionals in Linux Kernel, Linux Debugging, Linux Device Drivers, Linux Networking, Linux Storage, Advanced C Programming, SAN Storage Technologies, SCSI Internals & Storage Protocols such as iSCSI & Fiber Channel. Stay connected with him @ LinkedIn | Youtube | Instagram | Facebook | Twitter