Data-Driven Methods for Adaptive Spoken Dialogue Systems: Computational Learning for Conversational Interfaces -
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Saadetis 12-18 tööpäeva jooksul
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Data driven methods have long been used in Automatic Speech Recognition (ASR) and Text-To-Speech (TTS) synthesis and have more recently been introduced for dialogue management, spoken language understanding, and Natural Language Generation. Machine learning is now present ¿end-to-end¿ in Spoken Dialogue Systems (SDS). However, these techniques require data collection and annotation campaigns, which can be t ... Täielik kirjeldus
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Kirjeldus
Data driven methods have long been used in Automatic Speech Recognition (ASR) and Text-To-Speech (TTS) synthesis and have more recently been introduced for dialogue management, spoken language understanding, and Natural Language Generation. Machine learning is now present ¿end-to-end¿ in Spoken Dialogue Systems (SDS). However, these techniques require data collection and annotation campaigns, which can be time-consuming and expensive, as well as dataset expansion by simulation. In this book, we provide an overview of the current state of the field and of recent advances, with a specific focus on adaptivity.
Lisateave
| Kirjastaja | Springer New York |
|---|---|
| Väljalaskeaasta | 2014 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9781489992833 |