کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
558422 874924 2013 27 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The IBM speech-to-speech translation system for smartphone: Improvements for resource-constrained tasks
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
The IBM speech-to-speech translation system for smartphone: Improvements for resource-constrained tasks
چکیده انگلیسی

This paper describes our recent improvements to IBM TRANSTAC speech-to-speech translation systems that address various issues arising from dealing with resource-constrained tasks, which include both limited amounts of linguistic resources and training data, as well as limited computational power on mobile platforms such as smartphones. We show how the proposed algorithms and methodologies can improve the performance of automatic speech recognition, statistical machine translation, and text-to-speech synthesis, while achieving low-latency two-way speech-to-speech translation on mobiles.


► We describe the IBM TRANSTAC speech-to-speech mobile translation system.
► Address issues arising from linguistically and computationally constrained tasks.
► Presented methods that improved the performance of key components.
► Enabled the low-latency two-way speech-to-speech translation on smartphones.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Speech & Language - Volume 27, Issue 2, February 2013, Pages 592–618
نویسندگان
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