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Towards Adaptive Spoken Dialog Systems - Manas A. Pathak
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Towards Adaptive Spoken Dialog Systems - libro nuevo

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In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recognition of negative dialog patterns in Sp… Más…

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Towards Adaptive Spoken Dialog Systems - Wolfgang Minker; Alexander Schmitt
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Wolfgang Minker; Alexander Schmitt:

Towards Adaptive Spoken Dialog Systems - libro nuevo

2012, ISBN: 9781461445937

eBooks, eBook Download (PDF), 2013, In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recogniti… Más…

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Towards Adaptive Spoken Dialog Systems
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Towards Adaptive Spoken Dialog Systems - libro nuevo

ISBN: 9781461445937

In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recognition of negative dialog patterns in Sp… Más…

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Towards Adaptive Spoken Dialog Systems - Alexander Schmitt/ Wolfgang Minker
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Alexander Schmitt/ Wolfgang Minker:
Towards Adaptive Spoken Dialog Systems - libro nuevo

ISBN: 9781461445937

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Towards Adaptive Spoken Dialog Systems - Wolfgang Minker; Alexander Schmitt
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Wolfgang Minker; Alexander Schmitt:
Towards Adaptive Spoken Dialog Systems - libro nuevo

2012, ISBN: 9781461445937

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Detalles del libro

Detalles del libro - Towards Adaptive Spoken Dialog Systems


EAN (ISBN-13): 9781461445937
ISBN (ISBN-10): 1461445930
Año de publicación: 2012
Editorial: Springer New York
251 Páginas
Idioma: eng/Englisch

Libro en la base de datos desde 2012-08-09T00:01:44+02:00 (Madrid)
Página de detalles modificada por última vez el 2023-09-13T12:58:22+02:00 (Madrid)
ISBN/EAN: 9781461445937

ISBN - escritura alterna:
1-4614-4593-0, 978-1-4614-4593-7
Mode alterno de escritura y términos de búsqueda relacionados:
Autor del libro: wolfgang schmit, alexander wolf, mink, schmitt, minke
Título del libro: dialog, spoke, system, alexander wolfgang


Datos del la editorial

Autor: Alexander Schmitt; Wolfgang Minker
Título: Towards Adaptive Spoken Dialog Systems
Editorial: Springer; Springer US
254 Páginas
Año de publicación: 2012-09-19
New York; NY; US
Impreso en
Idioma: Inglés
96,29 € (DE)
99,00 € (AT)
118,00 CHF (CH)
Available
XIV, 254 p.

EA; E107; eBook; Nonbooks, PBS / Technik/Elektronik, Elektrotechnik, Nachrichtentechnik; Elektronik; Verstehen; Adaptive Spoken Dialogue Systems; Dialogue Systems; Emotion Recognition; Interaction Modeling; Linguistic Modeling; Machine Learning; Paralinguistic Modeling; Platform Development; SRI; Wolfgang Minker; B; Signal, Image and Speech Processing; Data Mining and Knowledge Discovery; User Interfaces and Human Computer Interaction; Computer Imaging, Vision, Pattern Recognition and Graphics; Signal, Speech and Image Processing; Data Mining and Knowledge Discovery; User Interfaces and Human Computer Interaction; Computer Imaging, Vision, Pattern Recognition and Graphics; Engineering; Digitale Signalverarbeitung (DSP); Data Mining; Wissensbasierte Systeme, Expertensysteme; Mensch-Computer-Interaktion; Bildverarbeitung; BB

Beginning with the foundations of machine learning and pattern recognition, this monograph examines how frequently users show negative emotions in spoken dialog systems and develop novel approaches to speech-based emotion recognition using hybrid approach to model emotions. The authors make use of statistical methods based on acoustic, linguistic and contextual features to examine the relationship between the interaction flow and the occurrence of emotions using non-acted  recordings several thousand real users from commercial and non-commercial SDS.

Additionally, the authors present novel statistical methods that spot problems within a dialog based on interaction patterns. The approaches enable future SDS to offer more natural and robust interactions. This work provides insights, lessons and  inspiration for future research and development, not only for spoken dialog systems, but for data-driven approaches to human-machine interaction in general.

Monitoring Adaptive Spoken Dialog Systems

Introduction.- Background and Related Research.- Interaction Modeling and Platform Development.- Novel Strategies for Emotion Recognition.- Novel Approaches to Pattern-based Interaction Quality Modeling.- Statistically Modeling and Predicting Task Success.- Conclusion and Future Directions.

Presents techniques and tools to render SDS “intelligent” and answers on how to make next-generation’s SDS adaptive, user-friendly and emotion-aware

Applies novel research methods about emotion recognition and problem spotting on commercial SDS

Describes how users perceive interactions with an SDS and identifies ways to automatically estimate user satisfaction at arbitrary points in a spoken human-machine interaction



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