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Data-Driven Methods for Adaptive Spoken Dialogue Systems
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3326980Data-Driven Methods for Adaptive Spoken Dialogue Systemshttps://www.gandhi.com.mx/data-driven-methods-for-adaptive-spoken-dialogue-systems-9781461448037/phttps://gandhi.vtexassets.com/arquivos/ids/2356684/318a34e7-3986-4bb6-95cb-68633c73da70.jpg?v=63838386455453000017561951MXNSpringer New YorkInStock/Ebooks/<p>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.</p>...3263063Data-Driven Methods for Adaptive Spoken Dialogue Systems17561951https://www.gandhi.com.mx/data-driven-methods-for-adaptive-spoken-dialogue-systems-9781461448037/phttps://gandhi.vtexassets.com/arquivos/ids/2356684/318a34e7-3986-4bb6-95cb-68633c73da70.jpg?v=638383864554530000InStockMXN99999DIEbook20129781461448037_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_<p>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.</p>(*_*)9781461448037_<p>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.</p>...9781461448037_Springer New Yorklibro_electonico_c5a2d916-6212-31ad-b7f5-623af836e563_9781461448037;9781461448037_9781461448037InglésMéxico2012-10-20T00:00:00+00:00Springer New York