عنوان

Computational paralinguistics :

شابک

1118706633 (electronic bk.)

شابک

1118706668 (electronic bk.)

شابک

9781118706633 (electronic bk.)

شابک

9781118706664

شابک

9781118706664 (electronic bk.)

شابک اشتباه

1118706625

شابک اشتباه

1118706641

شابک اشتباه

9781118706626

شابک اشتباه

9781118706640

شابک اشتباه

9781119971368 (hardback)

شماره

dltt

عنوان اصلي

Computational paralinguistics :

نام عام مواد

[Book]

ساير اطلاعات عنواني

emotion, affect and personality in speech and language processing /

نام نخستين پديدآور

Björn W. Schuller, Anton M. Batliner

وضعيت ويراست

First edition

وضعيت ويراست

First edition

تاريخ

1312

نام خاص و کميت اثر

1 online resource (xxi, 321 pages)

متن يادداشت

Edition statement from running title area

متن يادداشت

Includes bibliographical references and index

متن يادداشت

"In this book, we will focus on analysis, basically excluding generation and synthesis"--

متن يادداشت

"This book is a guide through the contemporary field of automatically detecting speaker states/traits in speech via acoustic and linguistic properties. The authors will first introduce the general topic covering definitions, usability and application, and then discuss the psychological underpinnings of emotions, affect and personality and how they are expressed and categorized in speech. Reflecting the multidisciplinary character of the field, the authors switch to aspects of human speech and language containing speech production and perception, and linguistic and paralinguistic aspects. The authors will also focus on the signal processing and machine learning aspects of the actual computational modelling of emotion and personality and will explain the detection process from corpus collection through feature extraction and model testing to system integration. After a general introduction into computational modelling of emotion and personality including pre-processing, feature extraction and machine learning algorithms, acoustic and linguistic analyses will each be handled in separate chapters. Once emotion and personality have been recognised by a technical system, the question arises how to best integrate this information in a system context, in particular dealing with uncertainty - an aspect often handled with lower attention, neglecting its high importance. The authors will cover this providing an extra chapter on aspects in this context as standards for emotion and personality, dealing with error-prone prediction results, real-time issues, application design, and real-life evaluation of systems. The book will end with a tutorial enabling the reader to build an emotion detection model on an existing corpus. This hands-on approach by integrating actual data sets, software, and open-source utilities will make the book invaluable as a teaching tool and similarly useful for those professionals already in the field"--

عنوان

Computational paralinguistics.

شماره استاندارد بين المللي کتاب و موسيقي

9781119971368

موضوع مستند نشده

Computational linguistics.

موضوع مستند نشده

Emotive (Linguistics)

موضوع مستند نشده

Human-computer interaction.

موضوع مستند نشده

Language and emotions.

موضوع مستند نشده

Linguistic models-- Data processing.

موضوع مستند نشده

Paralinguistics.

موضوع مستند نشده

Psycholinguistics-- Data processing.

موضوع مستند نشده

Speech processing systems.

موضوع مستند نشده

LAN-- 000000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Schuller, Bjorn.

مستند نام اشخاص تاييد نشده

Batliner, Anton.

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

مستند نام تنالگان تاييد نشده

Wiley Online Library (Online service)

تاريخ عمليات

20131101153026.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y