Automatic Stressing of Lithuanian Text Using Decision Trees
نویسنده
چکیده
This paper deals with one of the speech synthesizer components – automatic stressing of a text. The method, which by means of a decision tree finds sequences of letters that unambiguously define the word stressing, was applied to stress a Lithuanian text. Stressing rules based on sequences of letters at the beginnings, endings and in the middle of a word have been formulated. Also, the proposed method was compared with the method based on the morphological analysis, and it was proved that both methods gave similar results. The algorithm proposed in the paper reaches the accuracy of about 95.5%.
منابع مشابه
Automatic Stressing of the Lithuanian Text on the Basis of a Dictionary
The paper deals with one of the components of text-to-speech synthesis of the Lithuanian language, namely – automatic text stressing. The present work substantiates the necessity to divide words into fixed and variable parts used to build different grammatical forms, as well as to store only those parts rather than the whole worlds in the dictionary. According to the inflexion method, all words...
متن کاملAutomatic Stressing of the Lithuanian Nouns and Adjectives on the Basis of Rules
The paper deals with automatic stressing of the Lithuanian text. In the previous work the author presented an algorithm for automatic stressing of the Lithuanian text on the basis of a dictionary. The aim of the present work is to improve the above mentioned algorithm by including formal stressing rules for nouns and adjectives. By means of these rules such words as diminutives, names and degre...
متن کاملPredicting The Type of Malaria Using Classification and Regression Decision Trees
Predicting The Type of Malaria Using Classification and Regression Decision Trees Maryam Ashoori1 *, Fatemeh Hamzavi2 1School of Technical and Engineering, Higher Educational Complex of Saravan, Saravan, Iran 2School of Agriculture, Higher Educational Complex of Saravan, Saravan, Iran Abstract Background: Malaria is an infectious disease infecting 200 - 300 million people annually. Environme...
متن کاملUsing Decision Trees and Text Mining Techniques for Extending Taxonomies
Lexical taxonomies have tree-like structures and can thus be extended to become decision trees that serve for their own extension. In this paper, a semi-automatic procedure for extending lexical taxonomies is proposed that makes use of term extraction methods for identifying new concepts and that uses cooccurrence data from large corpora to generate the necessary features (semantic descriptions...
متن کاملAutomatic Transcription of Lithuanian Text Using Dictionary
There is presented a technique of transcribing Lithuanian text into phonemes for speech recognition. Text-phoneme transformation has been made by formal rules and the dictionary. Formal rules were designed to set the relationship between segments of the text and units of formalized speech sounds – phonemes, dictionary – to correct transcription and specify stress mark and position. Proposed the...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010