Approaches and Best Practices: Data Collection of Audio Dialogues to Support the Training of Speech-to-Speech Translation Systems

Author:   Nist
Publisher:   Createspace Independent Publishing Platform
ISBN:  

9781493756230


Pages:   66
Publication Date:   12 November 2013
Format:   Paperback
Availability:   Available To Order   Availability explained
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Approaches and Best Practices: Data Collection of Audio Dialogues to Support the Training of Speech-to-Speech Translation Systems


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Overview

The purpose of this document is to describe the best practices that personnel from the National Institute of Standards and Technology (NIST) have developed and implemented to efficiently and effectively capture two-way, free-form speech-to-speech audio dialogues within recording studios. These dialogues, produced to support the development and evaluation of machine translation technologies, are conducted by English and foreign language speakers conversing with one another in their native languages through the mediation of an interpreter. NIST personnel have collected over 500 hours of bilingual audio data sets encompassing more than 1100 dialogues across three unique language pairs (English/Iraqi-Arabic, English/Dari, and English/Pashto) since it became involved in this work in 2007. This document will present the methods the NIST team has designed and employed allowing the successful capture of audio data. In addition to the data collection protocols including personnel training and workflow, data collection scenario generation and speaker recruitment protocols will be discussed. Citation: NIST Interagency/Internal Report

Full Product Details

Author:   Nist
Publisher:   Createspace Independent Publishing Platform
Imprint:   Createspace Independent Publishing Platform
Dimensions:   Width: 21.60cm , Height: 0.40cm , Length: 28.00cm
Weight:   0.177kg
ISBN:  

9781493756230


ISBN 10:   1493756230
Pages:   66
Publication Date:   12 November 2013
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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