• 제목/요약/키워드: Language Symbols

검색결과 98건 처리시간 0.024초

Optical Character Recognition for Hindi Language Using a Neural-network Approach

  • Yadav, Divakar;Sanchez-Cuadrado, Sonia;Morato, Jorge
    • Journal of Information Processing Systems
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    • 제9권1호
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    • pp.117-140
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    • 2013
  • Hindi is the most widely spoken language in India, with more than 300 million speakers. As there is no separation between the characters of texts written in Hindi as there is in English, the Optical Character Recognition (OCR) systems developed for the Hindi language carry a very poor recognition rate. In this paper we propose an OCR for printed Hindi text in Devanagari script, using Artificial Neural Network (ANN), which improves its efficiency. One of the major reasons for the poor recognition rate is error in character segmentation. The presence of touching characters in the scanned documents further complicates the segmentation process, creating a major problem when designing an effective character segmentation technique. Preprocessing, character segmentation, feature extraction, and finally, classification and recognition are the major steps which are followed by a general OCR. The preprocessing tasks considered in the paper are conversion of gray scaled images to binary images, image rectification, and segmentation of the document's textual contents into paragraphs, lines, words, and then at the level of basic symbols. The basic symbols, obtained as the fundamental unit from the segmentation process, are recognized by the neural classifier. In this work, three feature extraction techniques-: histogram of projection based on mean distance, histogram of projection based on pixel value, and vertical zero crossing, have been used to improve the rate of recognition. These feature extraction techniques are powerful enough to extract features of even distorted characters/symbols. For development of the neural classifier, a back-propagation neural network with two hidden layers is used. The classifier is trained and tested for printed Hindi texts. A performance of approximately 90% correct recognition rate is achieved.

Computer Codes for Korean Sounds: K-SAMPA

  • Kim, Jong-mi
    • The Journal of the Acoustical Society of Korea
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    • 제20권4E호
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    • pp.3-16
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    • 2001
  • An ASCII encoding of Korean has been developed for extended phonetic transcription of the Speech Assessment Methods Phonetic Alphabet (SAMPA). SAMPA is a machine-readable phonetic alphabet used for multilingual computing. It has been developed since 1987 and extended to more than twenty languages. The motivating factor for creating Korean SAMPA (K-SAMPA) is to label Korean speech for a multilingual corpus or to transcribe native language (Ll) interfered pronunciation of a second language learner for bilingual education. Korean SAMPA represents each Korean allophone with a particular SAMPA symbol. Sounds that closely resemble it are represented by the same symbol, regardless of the language they are uttered in. Each of its symbols represents a speech sound that is spectrally and temporally so distinct as to be perceptually different when the components are heard in isolation. Each type of sound has a separate IPA-like designation. Korean SAMPA is superior to other transcription systems with similar objectives. It describes better the cross-linguistic sound quality of Korean than the official Romanization system, proclaimed by the Korean government in July 2000, because it uses an internationally shared phonetic alphabet. It is also phonetically more accurate than the official Romanization in that it dispenses with orthographic adjustments. It is also more convenient for computing than the International Phonetic Alphabet (IPA) because it consists of the symbols on a standard keyboard. This paper demonstrates how the Korean SAMPA can express allophonic details and prosodic features by adopting the transcription conventions of the extended SAMPA (X-SAMPA) and the prosodic SAMPA(SAMPROSA).

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확장 마크업 언어(XML)를 이용한 정간보 악보 표기법에 관한 연구 (A Study on the Notation of Jeongganbo Score using Extensible Markup Language (XML))

  • 이용주;최근우;박태진;강경옥
    • 한국음향학회지
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    • 제32권5호
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    • pp.446-453
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    • 2013
  • 본 논문에서는 다양한 구조와 기호를 가지는 국악 악보인 정간보를 XML(Extensible Markup Language)을 이용하여 디지털 파일로 저장하는 방법에 대해 제안한다. 이를 위하여 정간보의 구조에 대하여 분석을 하고, 정간보기보에 활용되는 기호를 분류하고, 기호의 사용 형태에 대해 분석을 하였다. 이러한 분석을 기반으로 다양한 정간보의 구조와 기호를 포함하는 정간보 악보 기술 방법을 DTD(Document Type Definition) 로 정의하였다. 제안한 방법의 검증을 위하여, 정간보로 기보된 악보를 제안한 DTD에 따라 XML로 기술하였고, 정간보 악보가 기록된 XML을 해석하고 이를 정간보 형태로 나타내어주는 프로그램을 구현하여, XML로 기술된 정간보 악보가 적절하게 해석되고 정간보 악보 형태로 보여주는 것이 가능함을 보였다.

식재 설계 지원 CAD 프로그램 개발 (The development of CAD progtram supporting planting design)

  • 윤홍범;김우성
    • 한국조경학회지
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    • 제23권4호
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    • pp.20-27
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    • 1996
  • The main purpose of this research is to develop a program supporting landscape planting design on AutoCAD basis using AutoLISP and DCL language. Current CAD use in landscape architecture field is mainly focused on customizing plant symbols for supporting two dimensional drafting rather than three dimensional consideration. This program is composed of eight module a such as PLANT module for inserting plant symbols, LABEL module for labeling task, SIMULATION module for simulating plant growth and seasonal color variation, TABLE module for generating plant table automatically, BUILDING module, BLOCK module, UTILITY module for deleting, transforming, shading symbols and DB MANAGER module for manipulating data. Design automation ability using automatic object recognition technique in this program allows AutoCAD to be used as a design tool in addition to its main role as a drafting tool through supporting landscape designers to generate many alternatives in the early phase of design.

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이상(李箱)의 시(詩)에 나타난 수학적 표현과 의미 (Mathematical Expressions and their Meanings in Lee Sang's Poetry)

  • 신경희
    • 한국수학사학회지
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    • 제29권2호
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    • pp.89-102
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    • 2016
  • Lee Sang, one of the representative poets of Korean Modern Poetry, wrote poems which present the existentialistic modernism in the 1920s, the chaotic era of Korean history. The characteristics of his works have been shown by various points of view. This paper especially explored the meaning and feature of mathematical expressions by numbers, symbols and other signs of mathematics in Lee's poems. His poems are composed by scientific and abstract rules in mathematics which are expressed as mathematical symbols. The paper focuses on analyzing seven poems which maximizes mathematical expressions among his poetry. This kind of work would be the one of ways to figure out the features of mathematics through literature.

화이트헤드의 언어 이해와 상징적 연관 (Language and Symbolic Reference in Whitehead′s Philosophy)

  • 문창옥
    • 인문언어
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    • 제6권
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    • pp.147-166
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    • 2004
  • Whitehead's discussion of language is not to be found in any one book or article. It is interwoven with his discussion of many other questions. He was, however, greatly concerned with the problem of symbolism in general and the uses of language. He regards language, spoken or written, as an instrument devised by men to aid them in their adjustment to the environment in which they live Language is used for many specific purposes in the process of this adjustment. Words are employed not only to refer to data and to express emotions. They may be used also to record experiences, and thoughts about these experiences. Worts also function as instruments in the organization of experiences as they are considered in retrospect. Thus words free us from the bondage of the immediate. And Whitehead's theory of meaning is implicit in his discussion of the functions of language. According to him, the human mind is functioning symbolically when some components of its experience elicit consciousness, beliefs, emotions, and usages, respecting other components of its experiences. The former set of components are the 'symbols', and the latter set constitute the 'meaning' of the symbols. Whitehead points out that one word may have several meanings, i.e. refer to several different data. In order to understand, thus, the meaning to which a word refers, it is sometimes very important to appreciate the system of thought within which a person is operating. Further, Whitehead's discussion of language includes a number of cogent warning the deficiencies of language, and hence the need for great care in the use of words. In fact, language developed gradually. For the most part we have created words designed to deal with practical problems. Attention focuses on the prominent features in a situation, in particular the changing aspects of things. With reference to such data our words are relatively adequate. However, this issues in an unfortunate superficiality. The enduring, the subtle, the complex and the general aspects of the universe do not have adequate verbal representation. for this reason, Whitehead's position concerning the uses of language in speculative philosophy is stated with pungent directness. The uncritical trust in the adequacy of language is one of the main errors to which philosophy is liable. Since ordinary language does not do justice to the generalities, profundities and complexities of life, it is obvious that philosophy requires new words and phrases, or at least the revision of familiar words and phrases. Proceeding to develop the theme Whitehead contends that words and phrases must be stretched towards a generality foreign to their ordinary usage. In the same vein Whitehead refers to the need to realize that language which is the tool of philosophy needs to be redesigned just as in physical science available physical apparatus needs to be redesigned. But even these words and phrases, stretched or redesigned, are never completely adequate in philosophical speculations. They are, in his opinion, merely a great improvement over ordinary language or the language science, mathematics or symbolic logic.

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언어와 음악의 상관관계 고찰을 위한 연구 (A Harmony in Language and Music)

  • 이재강
    • 인문언어
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    • 제2권1호
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    • pp.287-301
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    • 2002
  • Either in music or in language, sound plays its role by taking up the fixed multi-spaces in one's consciousness. Music space differs from auditory space whose aim Is to perceive the positions and identities of the outer things. While auditory space is based on the interests of the outer things, music space is based on the indifference. We discuss the notion of space because it is where symbols reside. Categorial perception about the phonemic restoration describes the ability of a listener how to use his own intelligence to acknowledge and fill the missing points; however, musical perception can be explained as a positive regression to avoid colloquial logic and danger of segmentation in the course of auditory experience and phonation acquisition by an infant. About the question on the difference of the listening to the language sound and other sound, auditory mechanism proceeds language sound the same as other types of sound. But there are another theories which claim that brain proceeds the farmer differently from the latter. The function of music has not been discovered as clear as that of language; music has much more meanings in comparison with language.

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일본어 합성기에서 악센트 정보가 결합된 발음기호를 이용한 Break 예측 방법 (Break Predicting Methods Using Phonetic Symbols Combined with Accents Information in a Japanese Speech Synthesizer)

  • 나덕수;이종석;김종국;배명진
    • 대한음성학회지:말소리
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    • 제62호
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    • pp.69-84
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    • 2007
  • Japanese is a language having intonations, which are indicated by the relative differences in pitch heights and the accentual phrases (APs) are placed according to the changes of the accents while a break occurs on a boundary of the APs. Although a break can be predicted by using J-ToBI, which is a rule-based or statistical approach, it is very difficult to predict a break exactly due to the flexibility. Therefore, in this paper, a method which can enhance the quality of synthesized speech by reducing the errors in predicting break indices (BI), are proposed. The method is to use a new definition for the phonetic symbols, which combine the phonetic values of Japanese words with the accents information. Since a stream of defined phonetic symbols includes the information on the changes in intonations, the BI can be easily predicted by dividing the intonation phrase (IP) into several APs. As a result of an experiment, the accuracy of break generations was 98 % and the proposed method contributed itself to enhance the naturalness of synthesized speeches.

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한국어 음절의 Entropy에 관한 연구 (Statistical Measurement of Monsyllable Entropy for Korean Language)

  • 이주근;최흥문
    • 대한전자공학회논문지
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    • 제11권3호
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    • pp.15-21
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    • 1974
  • 이 논문은 한국어의 3성음의 조직을 방정식화하고 그로부터 조직약적 상태 graph를 유도하여 정보원의 성질을 구명하고 나아가서 기본 요소의 통계량에 대한 Entropy와 Redundancy를 측정하여 서구어와 비교검토 하였다. 특히 한국어에서 정보원의 성질을 구명하기 위한 syllable의 상태 graph는 단일화된다는 것을 명시함으로서 타언어에서 볼 수 없는 특이한 현상이 나타난다는 것을 지적하였다.

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도시 커뮤니티시설과 가로장치물 상세설계 언어의 시각적 노트에 따른 상징과 의미에 관한 연구 - 미국의 콩코드, 렉싱톤, 알링톤의 전통적 타운을 사례로 - (A Study on the Symbol and Meaning according to the Visual Note of Detail Design Language of Urban Community Facilities and Street Furnitures - in Cases of Concord, Lexington and Arlington, Massachusetts -)

  • 권상준
    • 한국환경과학회지
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    • 제18권1호
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    • pp.73-86
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    • 2009
  • This research aims to find processes for developing the design language for the visual notes and design meaning of street furnitures. The result of this study are as follows. 1) The design language implies to get how to represent condensed symbols of the street furnitures. 2) The configuration of the street furnitures has their visual note and design meaning of community identity, represented their own detail design languages. 3) The detail design languages are useful to solve the matters of what design elements of the street furnitures can be composed of the visual notes and design meaning. 4) The detail design languages can be applied to the pattern of tools of Microsoft Office Word.