Crowdsourcing for Speech Processing - Applications to Data Collection, Transcription and Assessment

Autor: Maxine Eskenazi

Jazyk:

Vazba: Pevná

Vydavatel: John Wiley & Sons Inc

Dostupnost: Skladem u dodavatele v malém množství

Odesíláme za 11-15 dnů

2 759 Kč

Provides an insightful and practical introduction to crowdsourcing as a means of rapidly processing...

Informace o knize

Autor

Maxine Eskenazi

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2013

Stránek

356

EAN

9781118358696

ISBN

1118358694

Enbook ID

01298855

Vydavatel

John Wiley & Sons Inc

Hmotnost

690

Rozměry

175 x 250 x 23

Kompletní popis

Provides an insightful and practical introduction to crowdsourcing as a means of rapidly processing speech data Intended for those who want to get started in the domain and learn how to set up a task, what interfaces are available, how to assess the work, etc. as well as for those who already have used crowdsourcing and want to create better tasks and obtain better assessments of the work of the crowd. It will include screenshots to show examples of good and poor interfaces; examples of case studies in speech processing tasks, going through the task creation process, reviewing options in the interface, in the choice of medium (MTurk or other) and explaining choices, etc. Provides an insightful and practical introduction to crowdsourcing as a means of rapidly processing speech data. Addresses important aspects of this new technique that should be mastered before attempting a crowdsourcing application. Offers speech researchers the hope that they can spend much less time dealing with the data gathering/annotation bottleneck, leaving them to focus on the scientific issues. Readers will directly benefit from the book's successful examples of how crowd- sourcing was implemented for speech processing, discussions of interface and processing choices that worked and choices that didn't, and guidelines on how to play and record speech over the internet, how to design tasks, and how to assess workers. Essential reading for researchers and practitioners in speech research groups involved in speech processing

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Crowdsourcing for Speech Processing - Applications to Data Collection, Transcription and Assessment

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