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An Efficient Method for Korean Noun Extraction Using Noun Patterns (명사 출현 특성을 이용한 효율적인 한국어 명사 추출 방법)

  • 이도길;이상주;임해창
    • Journal of KIISE:Software and Applications
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    • v.30 no.1_2
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    • pp.173-183
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    • 2003
  • Morphological analysis is the most widely used method for extracting nouns from Korean texts. For every Eojeol, in order to extract nouns from it, a morphological analyzer performs frequent dictionary lookup and applies many morphonological rules, therefore it requires many operations. Moreover, a morphological analyzer generates all the possible morphological interpretations (sequences of morphemes) of a given Eojeol, which may by unnecessary from the noun extraction`s point of view. To reduce unnecessary computation of morphological analysis from the noun extraction`s point of view, this paper proposes a method for Korean noun extraction considering noun occurrence characteristics. Noun patterns denote conditions on which nouns are included in an Eojeol or not, which are positive cues or negative cues, respectively. When using the exclusive information as the negative cues, it is possible to reduce the search space of morphological analysis by ignoring Eojeols not including nouns. Post-noun syllable sequences(PNSS) as the positive cues can simply extract nouns by checking the part of the Eojeol preceding the PNSS and can guess unknown nouns. In addition, morphonological information is used instead of many morphonological rules in order to recover the lexical form from its altered surface form. Experimental results show that the proposed method can speed up without losing accuracy compared with other systems based on morphological analysis.

A study of the prosodic patterns of autism and normal children in the imitating declarative and interrogative sentences (따라말하기 과제를 통한 자폐범주성 장애 아동과 일반 아동의 평서문과 의문문의 음향학적 특성 비교)

  • Lee, Jinhyung;Seong, Cheoljae
    • Phonetics and Speech Sciences
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    • v.12 no.2
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    • pp.39-49
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    • 2020
  • The prosody of children with autism spectrum disorders (ASD) has several abnormal features, including monotonous speech. The purpose of this study was to compare acoustic features between an ASD group and a typically developing (TD) group and within the ASD group. The study also examined audience perceptions of the lengthening effect of increasing the number of syllables. 50 participants were divided into two groups (20 with ASD and 30 TD), and they were asked to imitate a total of 28 sentences. In the auditory-perceptual evaluation, seven participants chose sentence types in 115 sentences. Pitch, intensity, speech rate, and pitch slope were used to analyze the significant differences. In conclusion, the ASD group showed higher pitch and intensity and a lower overall speaking rate than the TD group. Moreover, there were significant differences in s2 slope of interrogative sentences. Finally, based on the auditory-perceptual evaluation, only 4.3% of interrogative sentences produced by participants with ASD were perceived as declarative sentences. The cause of this abnormal prosody has not been clearly identified; however, pragmatic ability and other characteristics of autism are related to ASD prosody. This study identified prosodic ASD patterns and suggested the need to develop treatments to improve prosody.

Two Statistical Models for Automatic Word Spacing of Korean Sentences (한글 문장의 자동 띄어쓰기를 위한 두 가지 통계적 모델)

  • 이도길;이상주;임희석;임해창
    • Journal of KIISE:Software and Applications
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    • v.30 no.3_4
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    • pp.358-371
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    • 2003
  • Automatic word spacing is a process of deciding correct boundaries between words in a sentence including spacing errors. It is very important to increase the readability and to communicate the accurate meaning of text to the reader. The previous statistical approaches for automatic word spacing do not consider the previous spacing state, and thus can not help estimating inaccurate probabilities. In this paper, we propose two statistical word spacing models which can solve the problem of the previous statistical approaches. The proposed models are based on the observation that the automatic word spacing is regarded as a classification problem such as the POS tagging. The models can consider broader context and estimate more accurate probabilities by generalizing hidden Markov models. We have experimented the proposed models under a wide range of experimental conditions in order to compare them with the current state of the art, and also provided detailed error analysis of our models. The experimental results show that the proposed models have a syllable-unit accuracy of 98.33% and Eojeol-unit precision of 93.06% by the evaluation method considering compound nouns.

A study on the Improvisation for Jazz vocal starter - Practice and analysis using root position in chord and chord-tones (재즈 보컬 입문자를 위한 즉흥연주에 관한 연구 - 코드의 근음과 코드 톤을 이용한 연습방법 및 연출 분석)

  • Kang, Eun-Mi;Cho, Tae-Seon
    • Journal of Digital Convergence
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    • v.15 no.6
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    • pp.377-383
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    • 2017
  • In this thesis, Improvisation of Jazz Vocal that can be characterized as Jazz music, namely practice of Scat suggest that way of applied approach that root position of chord and chord tones. Scat plays a solo using reproduced tunes of meaningless scat syllable that is not use the lyrics and melodies, which are written in a score. For this, Using the root position of chord is a reference point that Jazz vocal constructs a musical melody. Singing person can develop that reference point from simple scat to develop increasingly complex scat and can express that musical expression and communion. It analyzed the music functionally with a standard Jazz music 'All of me' as the center from composition of chord tone that improvise song to bass line, bass scat, analysis of chord tones arpeggio and expression. In this thesis, the improvisation of a Jazz vocal that may seem somewhat abstruse and complex could be relatively easy to construct through a gradual approach.

An Analysis on the Pitch Variation Of the Emotional Speech (감정 음성의 피치 변화 분석)

  • Chun Heejin;Chung Jihye;Kim Byungil;Lee Yanghee
    • Proceedings of the Acoustical Society of Korea Conference
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    • autumn
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    • pp.93-96
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    • 1999
  • 감정을 표현하는 음성 합성 시스템을 구현하기 위해서 이전 논문에서는 음운 및 운율 요소(피치, 에너지, 지속시간, 스펙트럼 인벨로프)가 각 감정 음성에 미치는 영향에 대한 분석을 수행하였다. 본 논문에서는 네 가지 감정 표현(평상, 화남, 기쁨, 슬픔)을 나타내는 음성 데이터에 대해 음절 세그먼트와 라벨링을 행한 감정 음성 데이터베이스를 토대로 감정 표현에 많은 영향을 미치는 요소인 피치가 어떻게 변화하는지를 분석하였다. 통계적인 방법을 이용하여 감정별 피치를 정규화 하였으며, 감정 음성 데이터베이스 내의 문장별 피치 패턴에 대해 분석하였다. 그 결과 감정별 피치의 평균 ZScore는 화남이 가장 작았으며, 기쁨, 평상, 슬픔의 순으로 높았다. 또한 감정별 피치의 범위 변화는 슬픔이 가장 작았으며, 평상, 화남, 기쁨의 순으로 높았다. 문장별 피치의 패턴은 감정 표현에 따라 전체적으로 대부분 유사하게 나타났으며, 문장의 처음 부분은 화남의 경우 다른 감정에 비해 대체로 높게 변화하였고, 화남과 기쁨의 경우 문장의 뒷부분에서 다른 감정에 비해 피치가 상승하는 것을 볼 수 있었다.

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Analysis on the Chatting Language of Elementary School Students (초등학생들이 사용하는 채팅 언어의 분석)

  • Ceong, Hee-Taek;Jeong, Yeong-Sun
    • Journal of The Korean Association of Information Education
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    • v.9 no.1
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    • pp.99-112
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    • 2005
  • In this research, we analyze chatting language of elementary school students, present the properties which are a result of this analysis and propose the method to solve it. Analysis on the chatting language considering organic relation of sentences is classified into syntactic, semantic and statistical characteristics. As a result of analysis, new characteristics is discovered writing by the way children pronounce their words, writing by switching the order of syllable's frontal and rear ends, inarticulate conversation of the other man. To minimize language misuse and to establish a chatting culture that is favorable to the development of children's emotional development, we propose the methods of computer system.

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An Analysis on the Product Name for the Domestic Cosmetics Brands (국내 화장품 브랜드의 상품명 분석)

  • Jeong, Ji-Wook;Lee, Jung-Soon
    • Journal of the Korea Fashion and Costume Design Association
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    • v.18 no.1
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    • pp.91-103
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    • 2016
  • The product name is the main factor in working out the marketing strategies, because it offers the information of the products, and reflects functions, materials, expectable effect, and the trends of the cosmetics. The purpose of this study is to analyze the type of language, the number of syllabus, and the composition method of the product names for the domestic cosmetics brands. It analyzes 120 products of skins and lotions from 10 brands of the Amore-Pacific. The results of the study are as follows; Firstly, foreign words and languages are mostly used in the product names, and the mixed words are used more than the korean and the chinese characters. Secondly, 7-15 syllabus is the most widely used number for the brand names. It is rare to use only one word for the brand name and it is general to use the combination of relative words that describes the product well. Thirdly, it is found to be common to have 'product line + product type' for the composition method. This kind of composition method uses the words that indicates skin troubles.

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Edit Distance Problem for the Korean Alphabet with Phoneme Classification System (음소의 분류 체계를 이용한 한글 편집 거리 알고리즘)

  • Roh, Kang-Ho;Park, Kun-Soo;Cho, Hwan-Gue;Chang, So-Won
    • Journal of KIISE:Computer Systems and Theory
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    • v.37 no.6
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    • pp.323-329
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    • 2010
  • The edit distance problem is finding the minimum number of edit operations to transform a string into another one. It is one of the important problems in algorithm research and there are some algorithms that compute an optimal edit distance for the one-dimensional languages such as the English alphabet. However, there are a few researches to find the edit distance for the more complicated language such as the Korean or Chinese alphabet. In this paper, we define the measure of the edit distance for the Korean alphabet with the phoneme classification system to improve the previous edit distance algorithm and present an algorithm for the edit distance problem for the Korean alphabet.

Comments Classification System using Topic Signature (Topic Signature를 이용한 댓글 분류 시스템)

  • Bae, Min-Young;Cha, Jeong-Won
    • Journal of KIISE:Software and Applications
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    • v.35 no.12
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    • pp.774-779
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    • 2008
  • In this work, we describe comments classification system using topic signature. Topic signature is widely used for selecting feature in document classification and summarization. Comments are short and have so many word spacing errors, special characters. We firstly convert comments into 7-gram. We consider the 7-gram as sentence. We convert the 7-gram into 3-gram. We consider the 3-gram as word. We select key feature using topic signature and classify new inputs by the Naive Bayesian method. From the result of experiments, we can see that the proposed method is outstanding over the previous methods.

자음의 단어내 음운환경별로 본 음가변화

  • 김종미
    • The Journal of the Acoustical Society of Korea
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    • v.13 no.5
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    • pp.69-76
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    • 1994
  • Acoustic cues of some consonantal phonology were tested in Korean words. All Korean consonants were recorded and acoustically analyzed in controlled phonological environments :ⅰ) word-initial, ⅱ) inter-vocalic, and ⅲ) word-final positions. The observed acoustic regulations are : ⅰ) The lengths of obstruents are longer word-initially than word-finally, ⅱ) The lengths of sonorants are longer word-finally than in word-initial or inter-vocalic positions, ⅲ) The formants of the lateral sound /l/ are higher word-finally than intervocalically. The phonological explanations of these acoustic regulations can be found in the rules of ⅰ) inter-vocalic voicing of plain stops, ⅱ) syllable-final unreleasing of obstruents, ⅲ) word-initial aspiration of stops, and ⅳ) liquid alternation between [r] and [l]. Numerical data of all these acoustic regulations are reported in order to facilitate their application toward improving naturalness for speech synthesis and accurateness for speech recognition.

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