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Rapid Development of Automatic Speech Translation Systems using Audio Recordings of Interpreter-Mediated Communication Learning Speech Translation from Interpretation.

Автор:   Matthias P.
мягкая обложка
148 страниц
2010 год
Издательство:   Книга по Требованию
Цена:
3212 руб
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Описание:Therefore, ST system development is very costly and requires months or even years of effort. In this work, we develop methods to directly train ST systems on audio recordings of interpreter-mediated communication. Thus, the amount of costly and time-consuming human supervision is substantially reduced. Urgency, combined with the absence of automatic ST solutions, consequently necessitates the deployment of interpreters in these situations. Such a delay is unacceptable for many situations that call for rapid development of automatic ST solutions, as given by disaster relief operations or military operations. By employing unsupervised and lightly supervised training techniques, the proposed methods allow us to omit most of the manual transcription effort and all of the manual translation effort that has typically characterized ST system development. Deployable speech translation (ST) systems typically need to be trained on (1) hundreds of hours of manually transcribed speech audio; (2) bi-lingual text corpora of manual translations, often comprising tens of millions of words; and (3) monolingual text corpora, often comprising hundreds of millions of words.


Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка

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Agile Software Development

The person is to any find hairline cracks that may be in the negatives and to paint over them with black ink. One day, the woman who was doing this work noticed a strange looping pattern in the line she was following. Deciding that it couldn't be correct, she notified the department head. He first dismissed the idea that she could have found anything substantive, but at her insistence took the time to investigate further. As it turned out, a circuit drawing error had resulted in two signals being tied together. The error showed up in the original circuit design. It had somehow slipped past all the design, drawing, and board layout reviews. I wish to draw two morals from this story: The first is that everyone on a project is in a position to detect a mistake, regardless of the type of system being designed. The second is a lead-in to a key topic in the next chapter: After a person detects a mistake, the cost of getting that information to the right person starts to drive the cost of the project. I close this section with this summary from NASA's "Deorbit flight software lessons learned" (NASA 1998, my italics added for emphasis). "Perhaps most important for the long term, during the course of the project, a capable core team for rapid development of GN&C systems evolved ...»

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