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Robust Speech Recognition and Understanding, Danel Jaso


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Автор: Danel Jaso
Название:  Robust Speech Recognition and Understanding
ISBN: 9781681174662
Издательство: Gazelle Book Services
Классификация:


ISBN-10: 1681174669
Обложка/Формат: Hardback
Страницы: 276
Вес: 0.00 кг.
Дата издания: 01.01.2017
Серия: Computing & IT
Язык: English
Размер: 229 x 152
Читательская аудитория: Postgraduate, research & scholarly
Ключевые слова: Artificial intelligence
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Поставляется из: Англии
Описание: Speech recognition systems have become much more robust in recent years with respect to both speaker variability and acoustical variability. Automatic speech recognition (ASR) systems are finding increasing use in everyday life. Many of the commonplace environments where the systems are used are noisy, for example users calling up a voice search system from a busy cafeteria or a street. This can result in degraded speech recordings and adversely affect the performance of speech recognition systems. In addition to achieving speaker independence, many current systems can also automatically compensate for modest amounts of acoustical degradation caused by the effects of unknown noise and unknown linear filtering. As speech recognition and spoken language technologies are being transferred to real applications, the need for greater robustness in recognition technology is becoming increasingly apparent. Substantial progress has also been made over the last decade in the dynamic adaptation of speech recognition systems to new speakers, with techniques that modify or warp the systems phonetic representations to reflect the acoustical characteristics of individual speakers. Speech recognition systems have also become more robust in recent years, particularly with regard to slowly-varying acoustical sources of degradation. As the use of ASR systems increases, knowledge of the state-of-the-art in techniques to deal with such problems becomes critical to system and application engineers and researchers who work with or on ASR technologies. Robust Speech Recognition and Understanding brings together many different aspects of the current research on automatic speech recognition and language understanding. Additionally, it presents a comprehensive survey of the state-ofthe-art in techniques used to improve the robustness of speech recognition systems to these degrading external influences.

New Era for Robust Speech Recognition

Автор: Shinji Watanabe; Marc Delcroix; Florian Metze; Joh
Название: New Era for Robust Speech Recognition
ISBN: 3319646796 ISBN-13(EAN): 9783319646794
Издательство: Springer
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Цена: 139750.00 T
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Описание: 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.

Robust Speech Recognition of Uncertain or Missing Data

Автор: Dorothea Kolossa; Reinhold Haeb-Umbach
Название: Robust Speech Recognition of Uncertain or Missing Data
ISBN: 3642438687 ISBN-13(EAN): 9783642438684
Издательство: Springer
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Цена: 113180.00 T
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Описание: This book presents the state of the art in recognition in the presence of uncertainty, offering examples that utilize uncertainty information for noise robustness, reverberation robustness, simultaneous recognition of multiple speech signals, and audiovisual speech recognition.

Speech Recognition and Coding

Автор: Antonio J. Rubio Ayuso; Juan M. Lopez Soler
Название: Speech Recognition and Coding
ISBN: 3642633447 ISBN-13(EAN): 9783642633447
Издательство: Springer
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Цена: 139750.00 T
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Описание: Proceedings of the NATO Advanced Study Institute on New Advances and Trends in Speech Recognition and Coding, held in Bubion, Granada, Spain, June 28 - July 10, 1993

Modern Speech Recognition Approaches

Автор: Asa Bensten
Название: Modern Speech Recognition Approaches
ISBN: 1681174618 ISBN-13(EAN): 9781681174617
Издательство: Gazelle Book Services
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Цена: 217350.00 T
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Описание: "Voice or speech recognition is the ability of a machine or program to receive and interpret dictation, or to understand and carry out spoken commands. The task of speech recognition is to convert speech into a sequence of words by a computer program. As the most natural communication modality for humans, the ultimate dream of speech recognition is to enable people to communicate more naturally and effectively. Speech recognition is often regarded as the front-end for many NLP components discussed in this book. In practice, the speech system typically uses context-free grammar (CFG) or statistic n-grams for the same reason that hidden Markov models (HMMs) are used for acoustic modelling. Although it initially addressed applications requiring the scanning of audio data for occurrences of particular keywords, the technology has become an effective approach to speech recognition for a wide range of applications. Speech recognition applications are different from any other kind of computer application. It opens up a world of possibilities for developers, especially those building interactive voice responses (IVRs) and other telephony applications, but speech recognition also has some challenges. Speech recognition is also affected by the quality of the input. If a user is calling a system, a bad cell phone connection or overly compressed Internet audio may throw off recognition. Handling these sorts of cases becomes very important when designing speech recognition applications. Modern Speech Recognition Approaches reflect important research on the approaches of speech recognition. The book focuses primarily on speech recognition and the related tasks such as speech enhancement and modelling. Thorough reading of this book will provide comprehensive knowledge on modern speech recognition approaches to the readers. "

Speech Recognition and Understanding

Автор: Pietro Laface; Renato DeMori
Название: Speech Recognition and Understanding
ISBN: 3642766285 ISBN-13(EAN): 9783642766282
Издательство: Springer
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Цена: 121110.00 T
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Описание: Proceedings of the NATO Advanced "Study Institute on Speech Recognition and Understanding. Recent Advances, Trends and Applications" held in Cetraro, Italy, July 1-13, 1990

Recent Advances in Speech Understanding and Dialog Systems

Автор: H. Niemann; M. Lang; G. Sagerer
Название: Recent Advances in Speech Understanding and Dialog Systems
ISBN: 3642834787 ISBN-13(EAN): 9783642834783
Издательство: Springer
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Цена: 93160.00 T
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Описание: Proceedings of the NATO Advanced Study Institute on Recent Advances in Speech Understanding and Dialog Systems, Held in Bad Windsheim, FRG, July 5-18, 1987

Introduction to EEG- and Speech-Based Emotion Recognition

Автор: Priyanka A. Abhang
Название: Introduction to EEG- and Speech-Based Emotion Recognition
ISBN: 012804490X ISBN-13(EAN): 9780128044902
Издательство: Elsevier Science
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Цена: 83080.00 T
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Описание:

Introduction to EEG- and Speech-Based Emotion Recognition Methods examines the background, methods, and utility of using electroencephalograms (EEGs) to detect and recognize different emotions. By incorporating these methods in brain-computer interface (BCI), we can achieve more natural, efficient communication between humans and computers. This book discusses how emotional states can be recognized in EEG images, and how this is useful for BCI applications. EEG and speech processing methods are explored, as are the technological basics of how to operate and record EEGs. Finally, the authors include information on EEG-based emotion recognition, classification, and a proposed EEG/speech fusion method for how to most accurately detect emotional states in EEG recordings.

    • Provides detailed insight on the science of emotion and the brain signals underlying this phenomenon
    • Examines emotions as a multimodal entity, utilizing a bimodal emotion recognition system of EEG and speech data
    • Details the implementation of techniques used for acquiring as well as analyzing EEG and speech signals for emotion recognition

    Robust Hand Gesture Recognition for Robotic Hand Control

    Автор: Ankit Chaudhary
    Название: Robust Hand Gesture Recognition for Robotic Hand Control
    ISBN: 9811047979 ISBN-13(EAN): 9789811047978
    Издательство: Springer
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    Цена: 111790.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание: This book focuses on light invariant bare hand gesture recognition while there is no restriction on the types of gestures. An approach to controlling electro-mechanical robotic hands using dynamic hand gestures is also presented using a robot simulator.

    Automatic Speech Recognition

    Автор: Kai-Fu Lee
    Название: Automatic Speech Recognition
    ISBN: 1461366240 ISBN-13(EAN): 9781461366249
    Издательство: Springer
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    Цена: 139750.00 T
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    Описание: Speech Recognition has a long history of being one of the difficult problems in Artificial Intelligence and Computer Science. These include cost, real time response, speaker independence, robustness to variations such as noise, microphone, speech rate and loudness, and the ability to handle non-grammatical speech.

    Speech Recognition and Processing: Algorithms and Applied Principles

    Автор: Hintz Marcus
    Название: Speech Recognition and Processing: Algorithms and Applied Principles
    ISBN: 1632404710 ISBN-13(EAN): 9781632404718
    Издательство: Неизвестно
    Цена: 85770.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.

    Handbook of Research on Recent Developments in Intelligent Communication Application

    Автор: Bhattacharyya Siddhartha, Das Nibaran, Bhattacharjee Debotosh
    Название: Handbook of Research on Recent Developments in Intelligent Communication Application
    ISBN: 1522517855 ISBN-13(EAN): 9781522517856
    Издательство: Mare Nostrum (Eurospan)
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    Цена: 349270.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание: The communication field is evolving rapidly in order to keep up with society’s demands. As such, it becomes imperative to research and report recent advancements in computational intelligence as it applies to communication networks.The Handbook of Research on Recent Developments in Intelligent Communication Application is a pivotal reference source for the latest developments on emerging data communication applications. Featuring extensive coverage across a range of relevant perspectives and topics, such as satellite communication, cognitive radio networks, and wireless sensor networks, this book is ideally designed for engineers, professionals, practitioners, upper-level students, and academics seeking current information on emerging communication networking trends.

    Automatic Speech Recognition of Arabic Phonemes with Neural Networks

    Автор: Dib
    Название: Automatic Speech Recognition of Arabic Phonemes with Neural Networks
    ISBN: 3319977091 ISBN-13(EAN): 9783319977096
    Издательство: Springer
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    Цена: 46570.00 T
    Наличие на складе: Есть у поставщика Поставка под заказ.
    Описание: This book presents a contrastive linguistics study of Arabic and English for the dual purposes of improved language teaching and speech processing of Arabic via spectral analysis and neural networks. The main focus of the present study is to treat the Arabic minimal syllable automatically to facilitate automatic speech processing in Arabic.


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