Improving word prediction for augmentative communication by using idiolects and sociolects

نویسنده

  • Wessel Stoop
چکیده

Word prediction, or predictive editing, has a long history as a tool for augmentative and assistive communication. Improvements in the state-of-the-art can still be achieved, for instance by training personalized statistical language models. We developed the word prediction system Soothsayer.1 The main innovation of Soothsayer is that it not The system is available as an interactive demo at http://soothsayer.cls.ru.nl/ and its source code is publicly available at https://https://github.com/Woseseltops/ soothsayer

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Using idiolects and sociolects to improve word prediction

In this paper the word prediction system Soothsayer1 is described. This system predicts what a user is going to write as he is keying it in. The main innovation of Soothsayer is that it not only uses idiolects, the language of one individual person, as its source of knowledge, but also sociolects, the language of the social circle around that person. We use Twitter for data collection and exper...

متن کامل

Semantic Variation in Idiolect and Sociolect: Corpus Linguistic Evidence from Literary Texts

Idiolects are person-dependent similarities in language use. They imply that texts by one author show more similarities in language use than texts between authors. Sociolects, on the other hand, are group-dependent similarities in language use. They imply that texts by a group of authors, for instance in terms of gender or time period, share more similarities within a group than between groups....

متن کامل

The Effects of Word Prediction on Communication Rate for AAC

Individuals using an Augmentative and Alternative Communication (AAC) device communicate at less than 10% of the speed of “traditional” speech, creating a large communication gap. In this user study, we compare the communication rate of pseudo-impaired individuals using two different word prediction algorithms and a system without word prediction. Our results show that word prediction can incre...

متن کامل

Design and evaluation of validity of an electronic alternative and augmentative communication system for Persian-speaking children

Introduction: Due to the high prevalence of communication disorders, augmentative and alternative communication methods are one the options ahead to solve the problems of these people. Since there are no complex tools for Persian-speaking children with communication disorders, we decided to design communication assistant software for these children that produces sound output. Materials and Meth...

متن کامل

Combining word prediction and r-ary Huffman coding for text entry

Two approaches to reducing effort in switch-based text entry for augmentative and alternative communication devices are word prediction and efficient coding schemes, such as Huffman. However, character distributions that inform the latter have never accounted for the use of the former. In this paper, we provide the first combination of Huffman codes and word prediction, using both trigram and l...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014