Towards Adaptive Spoken Dialog Systems is popular PDF and ePub book, written by Alexander Schmitt in 2012-09-19, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Towards Adaptive Spoken Dialog Systems can be Read Online from any device for your convenience.
Towards Adaptive Spoken Dialog Systems Book PDF Summary
In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recognition of negative dialog patterns in Spoken Dialog Systems (SDS). The presented stochastic methods allow a flexible, portable and accurate use. 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.
Detail Book of Towards Adaptive Spoken Dialog Systems PDF
- Author : Alexander Schmitt
- Release : 19 September 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781461445920
- Genre : Technology & Engineering
- Total Page : 258 pages
- Language : English
- PDF File Size : 9,9 Mb
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