Author: Publisher:
ISBN:
Category : Electro-acoustics
Languages : en
Pages :
Book Description
ICSAAP99: Speech processing II, Audio and electroacoustics, neural networks for signal processing
Author: Proceedings
Author: Speech processing II, audio and electroacoustics, neural networks for signal processing
Author: Speech Processing, Recognition and Artificial Neural Networks
Author: Gerard CholletPublisher: Springer Science & Business Media
ISBN: 1447108450
Category : Technology & Engineering
Languages : en
Pages : 352
Book Description
Speech Processing, Recognition and Artificial Neural Networks contains papers from leading researchers and selected students, discussing the experiments, theories and perspectives of acoustic phonetics as well as the latest techniques in the field of spe ech science and technology. Topics covered in this book include; Fundamentals of Speech Analysis and Perceptron; Speech Processing; Stochastic Models for Speech; Auditory and Neural Network Models for Speech; Task-Oriented Applications of Automatic Speech Recognition and Synthesis.
Proceedings
Author: ICASSP (24, 1999, Phoenix, Ariz.)Publisher:
ISBN:
Category :
Languages : en
Pages : 572
Book Description
Speech, Audio, Image and Biomedical Signal Processing using Neural Networks
Author: Bhanu PrasadPublisher: Springer Science & Business Media
ISBN: 3540753974
Category : Computers
Languages : en
Pages : 419
Book Description
Humans are remarkable in processing speech, audio, image and some biomedical signals. Artificial neural networks are proved to be successful in performing several cognitive, industrial and scientific tasks. This peer reviewed book presents some recent advances and surveys on the applications of artificial neural networks in the areas of speech, audio, image and biomedical signal processing. It chapters are prepared by some reputed researchers and practitioners around the globe.
Speech and Audio Processing
Author: Ian Vince McLoughlinPublisher: Cambridge University Press
ISBN: 1316558673
Category : Technology & Engineering
Languages : en
Pages : 403
Book Description
With this comprehensive and accessible introduction to the field, you will gain all the skills and knowledge needed to work with current and future audio, speech, and hearing processing technologies. Topics covered include mobile telephony, human-computer interfacing through speech, medical applications of speech and hearing technology, electronic music, audio compression and reproduction, big data audio systems and the analysis of sounds in the environment. All of this is supported by numerous practical illustrations, exercises, and hands-on MATLAB® examples on topics as diverse as psychoacoustics (including some auditory illusions), voice changers, speech compression, signal analysis and visualisation, stereo processing, low-frequency ultrasonic scanning, and machine learning techniques for big data. With its pragmatic and application driven focus, and concise explanations, this is an essential resource for anyone who wants to rapidly gain a practical understanding of speech and audio processing and technology.
New Era for Robust Speech Recognition
Author: Shinji WatanabePublisher: Springer
ISBN: 331964680X
Category : Computers
Languages : en
Pages : 433
Book Description
This book covers the state-of-the-art in deep neural-network-based methods for noise robustness in distant speech recognition applications. It provides insights and detailed descriptions of some of the new concepts and key technologies in the field, including novel architectures for speech enhancement, microphone arrays, robust features, acoustic model adaptation, training data augmentation, and training criteria. The contributed chapters also include descriptions of real-world applications, benchmark tools and datasets widely used in the field. This book is intended for researchers and practitioners working in the field of speech processing and recognition who are interested in the latest deep learning techniques for noise robustness. It will also be of interest to graduate students in electrical engineering or computer science, who will find it a useful guide to this field of research.
Handbook of Neural Networks for Speech Processing
Author: Shigeru KatagiriPublisher: Artech House Publishers
ISBN:
Category : Computers
Languages : en
Pages : 560
Book Description
Here are the comprehensive details on cutting edge technologies employing neural networks for speech recognition and speech processing in modern communications. Going far beyond the simple speech recognition technologies on the market today, this new book, written by and for speech and signal processing engineers in industry, R&D, and academia, takes you to the forefront of the hottest emergent neural net-based speech processing techniques.
Intelligent Speech Signal Processing
Author: Nilanjan DeyPublisher: Academic Press
ISBN: 0128181311
Category : Technology & Engineering
Languages : en
Pages : 212
Book Description
Intelligent Speech Signal Processing investigates the utilization of speech analytics across several systems and real-world activities, including sharing data analytics, creating collaboration networks between several participants, and implementing video-conferencing in different application areas. Chapters focus on the latest applications of speech data analysis and management tools across different recording systems. The book emphasizes the multidisciplinary nature of the field, presenting different applications and challenges with extensive studies on the design, development and management of intelligent systems, neural networks and related machine learning techniques for speech signal processing. - Highlights different data analytics techniques in speech signal processing, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and neural networks techniques for speech signal processing - Includes coverage of biomodal speech recognition, voice activity detection, spoken language and speech disorder identification, automatic speech to speech summarization, and convolutional neural networks