Share

Neutrosophic speech recognition Algorithm for speech under stress by Machine learning

2023-01-01 Mathematics
Download Neutrosophic speech recognition Algorithm for speech under stress by Machine learning PDF Online Free

Author :
Release : 2023-01-01
Genre : Mathematics
Kind : eBook
Book Rating : /5 ( reviews)

GET EBOOK


Book Synopsis Neutrosophic speech recognition Algorithm for speech under stress by Machine learning by : D. Nagarajan

Download or read book Neutrosophic speech recognition Algorithm for speech under stress by Machine learning written by D. Nagarajan. This book was released on 2023-01-01. Available in PDF, EPUB and Kindle. Book excerpt: It is well known that the unpredictable speech production brought on by stress from the task at hand has a significant negative impact on the performance of speech processing algorithms. Speech therapy benefits from being able to detect stress in speech. Speech processing performance suffers noticeably when perceptually produced stress causes variations in speech production. Using the acoustic speech signal to objectively characterize speaker stress is one method for assessing production variances brought on by stress. Real-world complexity and ambiguity make it difficult for decision-makers to express their conclusions with clarity in their speech. In particular, the Neutrosophic speech algorithm is used to encode the language variables because they cannot be computed directly. Neutrosophic sets are used to manage indeterminacy in a practical situation. Existing algorithms are used except for stress on Neutrosophic speech recognition. The creation of algorithms that calculate, categorize, or differentiate between different stress circumstances. Understanding stress and developing strategies to combat its effects on speech recognition and human-computer interaction system are the goals of this recognition.

A Convoloutional Neural Network model based on Neutrosophy for Noisy Speech Recognition

Mathematics
Download A Convoloutional Neural Network model based on Neutrosophy for Noisy Speech Recognition PDF Online Free

Author :
Release :
Genre : Mathematics
Kind : eBook
Book Rating : /5 ( reviews)

GET EBOOK


Book Synopsis A Convoloutional Neural Network model based on Neutrosophy for Noisy Speech Recognition by : Elyas Rashno

Download or read book A Convoloutional Neural Network model based on Neutrosophy for Noisy Speech Recognition written by Elyas Rashno. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt: Convolutional neural networks are sensitive to unknown noisy condition in the test phase and so their performance degrades for the noisy data classification task including noisy speech recognition. In this research, a new convolutional neural network (CNN) model with data uncertainty handling; referred as NCNN (Neutrosophic Convolutional Neural Network); is proposed for classification task.

New Era for Robust Speech Recognition

2017-10-30 Computers
Download New Era for Robust Speech Recognition PDF Online Free

Author :
Release : 2017-10-30
Genre : Computers
Kind : eBook
Book Rating : 80X/5 ( reviews)

GET EBOOK


Book Synopsis New Era for Robust Speech Recognition by : Shinji Watanabe

Download or read book New Era for Robust Speech Recognition written by Shinji Watanabe. This book was released on 2017-10-30. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Speech Recognition

2022-07-10 Technology & Engineering
Download Speech Recognition PDF Online Free

Author :
Release : 2022-07-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : /5 ( reviews)

GET EBOOK


Book Synopsis Speech Recognition by : Fouad Sabry

Download or read book Speech Recognition written by Fouad Sabry. This book was released on 2022-07-10. Available in PDF, EPUB and Kindle. Book excerpt: What Is Speech Recognition Computer science and computational linguistics have spawned a subfield known as speech recognition, which is an interdisciplinary field that focuses on the development of methodologies and technologies that enable computers to recognize and translate spoken language into text. The primary advantage of this is that the text can then be searched. Automatic speech recognition, sometimes abbreviated as ASR, is another name for it, as is computer speech recognition and voice to text (STT). The domains of computer science, linguistics, and computer engineering are all represented in its incorporation of knowledge and study. Speech synthesis is the process of doing things backwards. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Speech recognition Chapter 2: Computational linguistics Chapter 3: Natural language processing Chapter 4: Speech processing Chapter 5: Speech synthesis Chapter 6: Vector quantization Chapter 7: Pattern recognition Chapter 8: Lawrence Rabiner Chapter 9: Recurrent neural network Chapter 10: Julius (software) Chapter 11: Long short-term memory Chapter 12: Time delay neural network Chapter 13: Types of artificial neural networks Chapter 14: Deep learning Chapter 15: Nelson Morgan Chapter 16: Sinsy Chapter 17: Outline of machine learning Chapter 18: Steve Young (academic) Chapter 19: Tony Robinson (speech recognition) Chapter 20: Voice computing Chapter 21: Joseph Keshet (II) Answering the public top questions about speech recognition. (III) Real world examples for the usage of speech recognition in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of speech recognition' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of speech recognition.

Automatic Speech Recognition

2014-11-11 Technology & Engineering
Download Automatic Speech Recognition PDF Online Free

Author :
Release : 2014-11-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 796/5 ( reviews)

GET EBOOK


Book Synopsis Automatic Speech Recognition by : Dong Yu

Download or read book Automatic Speech Recognition written by Dong Yu. This book was released on 2014-11-11. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.

You may also like...