Open access peer-reviewed Edited Volume

Speech Recognition - New Perspectives

Rajesh Reghunadhan

Central University of Kerala

A pioneering researcher in the area of computational intelligence whose areas of interest include fuzzy systems, genetic algorithms, and image processing. He is an IEEE senior member and holder of two IPRs in design. He is a recipient of the IEEE Award for outstanding leadership and service and the IEEE Award for the outstanding design project at the University of Kerala, India.

Covering

Noise Removal Voice Activity Detection Basic Audio Features Overlapping Signal Sources Interferences Neural Network Fuzzy Systems Language Classification Grammar Correction Word Prediction Speech Synthesis Speech Modeling

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About the book

Speech recognition is one of the most important topics in the field of computer science and electrical engineering. Natural speech, when it is received through a sensor, e.g. a microphone, has to undergo a series of speech processing steps for us to completely recognize it.

The steps include, but are not limited to:

(1) preprocessing to remove interference like noise or music,

(2) source separation (if any),

(3) segmentation, windowing, etc.,

(4) feature extraction,

(5) use of machine learning technique to classify or recognize speech.

Moreover, human-computer interaction through speech is one of the most difficult tasks. This is because each human being speaks in different ways in the presence of noise by following or not following the grammatical structure of the language. This makes it difficult to completely understand or recognize it.

This book is intended for those who would like to present their research and who are working in the area of speech recognition. This book contains a detailed overview of speech recognition techniques and advanced level research carried out by researchers from reputed institutions.

Publishing process

Book initiated and editor appointed

Date completed: November 11th 2021

Applications to edit the book are assessed and a suitable editor is selected, at which point the process begins.

Chapter proposals submitted and reviewed

Deadline for chapter proposals: December 9th 2021

Potential authors submit chapter proposals ready for review by the academic editor and our publishing review team.

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Approved chapters written in full and submitted

Deadline for full chapters: February 7th 2022

Once approved by the academic editor and publishing review team, chapters are written and submitted according to pre-agreed parameters

Full chapters peer reviewed

Review results due: April 28th 2022

Full chapter manuscripts are screened for plagiarism and undergo a Main Editor Peer Review. Results are sent to authors within 30 days of submission, with suggestions for rounds of revisions.

Book compiled, published and promoted

Expected publication date: June 27th 2022

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About the editor

Rajesh Reghunadhan

Central University of Kerala

Dr. Rajesh Reghunadhan is currently working as an Associate Professor in the Department of Computer Science, Central University of Kerala, Kasaragod, Kerala, India. He has completed B.Sc. Mathematics and M.Sc. Computer Science from University of Kerala in 1996 and 1998, respectively. He has completed his Ph.D. in Computer Science in 2005 from University of Kerala under the guidance of Professor Dr. M.R. Kaimal on the topic titled “Fuzzy Models and Model Based Control for Nonlinear Systems”. He has five years of full-time research experience including four years of experience in RESPOND project, funded by Indian Space Research Organization (ISRO), titled “Development of Methodologies based on Neuro Fuzzy and Genetic Algorithms for Modeling and Control of Systems”. He has one year of industrial postdoctoral training as a Senior Research Associate/Research Consultant in Network Systems Technologies (NeST) Pvt. Ltd., Thiruvananthapuram. He has also done his Post-Doctoral training in Medical Imaging on the topic titled “Influence of noise in Human Brain” under the guidance of Dr. C. Kesavadas, Department of Radiology and Interventional, Sree Chitra Tirunal Institute of Medical Science and Technology in June 2007. He has work experience at Central University of Bihar, Bharathiar University, Indian Institute of Information Technology and Management – Kerala (IIITM-K), University of Kerala, and Hindustan Latex Ltd. He is a recipient of the IEEE Award for outstanding leadership & service and the IEEE Award for the outstanding design project at University of Kerala – Kariavattom student branch. His areas of interest include computational intelligence (fuzzy systems, genetic algorithms) and image processing. He is a member of IEEE, IEEE Computational Intelligence Society and Computer Society of India.

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Introducing your Author Service Manager

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As an Author Service Manager, my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors, and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing or reviewing. I assist authors in preparing their full chapter submissions and track important deadlines to ensure they are met. I help to coordinate internal processes such as linguistic review and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact.

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