• 제목/요약/키워드: Word

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잡음 환경에 강인한 기동어 검출을 위한 삼중항 손실 기반 도메인 적대적 훈련 (Triplet loss based domain adversarial training for robust wake-up word detection in noisy environments)

  • 임형준;정명훈;김회린
    • 한국음향학회지
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    • 제39권5호
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    • pp.468-475
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    • 2020
  • 단어의 특성을 잘 표현하는 음성 단어 임베딩은 기동어 인식에서 중요한 역할을 한다. 하지만 기동어 인식이 수행되는 환경에서 필연적으로 발생하는 다양한 종류의 잡음으로 인해 음성 단어 임베딩의 표현 능력이 손상될 수 있으며, 인식 성능의 저하를 초래할 수 있다. 본 논문에서는 음성 단어 임베딩에 영향을 줄 수 있는 환경적인 요인을 완화시키는 삼중항 손실 기반의 도메인 적대적 훈련 방식을 제안한다. 잡음 환경에서의 기동어 검출 실험을 통해 제안하는 방식이 기존의 도메인 적대적 훈련 방식을 효과적으로 개선하는 모습을 확인할 수 있었고, 잡음 환경에서의 기동어 검출을 위해 기존에 제안된 다른 방법과의 결합을 통해 제안하는 방식의 확장성을 확인할 수 있었다.

The Analysis of a Causal Relationship of Traditional Korean Restaurant's Well-Bing Attribute Selection on Customers' Re-Visitation and Word-of-Mouth

  • Baek, Hang-Sun;Shin, Chung-Sub;Lee, Sang-Youn
    • 동아시아경상학회지
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    • 제4권2호
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    • pp.48-60
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    • 2016
  • This study analyzes what effects does restaurant's well-being attribute selection have on word-of-mouth intention. Based on the result, this study aims to provide basic data for establishing Korean restaurant's service strategy and marketing strategy. The researchers surveyed 350 customers who visited a Korean restaurant located in Kangbook, Seoul. We encoded gathered data and analyzed them using SPSS 17.0 statistics package program. Following are the analyzed results. First, under hypothesis 1 - Korean restaurant's well-being attribute selection will have a positive influence on re-visitation intention - it is shown that sufficiency, healthiness, and steadiness have similar influence on re-visitation intention. Second, under hypothesis 2 - Korean restaurant's well-being attribute selection will have a positive influence on word-of-mouth intention - it is shown that sufficiency, healthiness, environment, and steadiness have similar influence on word -of-mouth intention. Third, under hypothesis 3 - Korean restaurant's re-visitation intention will have a positive influence on word -of-mouth intention - it is considered that eliciting customer's re-visitation intention also has influence on word-of-mouth intention. We will be necessary to consult how to derive customer's re-visitation intention or word-of-mouth intention by considering factors which customers of traditional Korean restaurant value.

청각장애 아동의 음운인식 능력과 단어확인 능력의 상관연구 (A Study of Correlation Between Phonological Awareness and Word Identification Ability of Hearing Impaired Children)

  • 김유경;김문정;안종복;석동일
    • 음성과학
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    • 제13권3호
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    • pp.155-167
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    • 2006
  • Hearing impairment children possess poor underlying perceptual knowledge of the sound system and show delayed development of segmental organization of that system. The purpose of this study was to investigate the relationship between phonological awareness ability and word identification ability in hearing impaired children. 14 children with moderately severe hearing loss participated in this study. All tasks were individually administered. Phonological awareness tests consisted of syllable blending, syllable segmentation, syllable deletion, body-coda discrimination, phoneme blending, phoneme segmentation and phoneme deletion. Close-set Monosyllabic Words(12 items) and lists 1 and 2 of open-set Monosyllabic Words in EARS-K were examined for word identification. Results of this study were as follows: First, from the phonological awareness task, the close-set word identification showed a high positive correlation with the coda discrimination, phoneme blending and phoneme deletion. The open-set word identification showed a high positive correlation with phoneme blending, phoneme deletion and phoneme segmentation. Second, from the level of phonological awareness, the close-set word identification showed a high positive correlation with the level of body-coda awareness and phoneme awareness while the open-set word identification showed a high positive correlation only with the level of phoneme awareness.

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영어의 강음절(강세 음절)과 한국어 화자의 단어 분절 (Strong (stressed) syllables in English and lexical segmentation by Koreans)

  • 김선미;남기춘
    • 말소리와 음성과학
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    • 제3권1호
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    • pp.3-14
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    • 2011
  • It has been posited that in English, native listeners use the Metrical Segmentation Strategy (MSS) for the segmentation of continuous speech. Strong syllables tend to be perceived as potential word onsets for English native speakers, which is due to the high proportion of strong syllables word-initially in the English vocabulary. This study investigates whether Koreans employ the same strategy when segmenting speech input in English. Word-spotting experiments were conducted using vowel-initial and consonant-initial bisyllabic targets embedded in nonsense trisyllables in Experiment 1 and 2, respectively. The effect of strong syllable was significant in the RT (reaction times) analysis but not in the error analysis. In both experiments, Korean listeners detected words more slowly when the word-initial syllable is strong (stressed) than when it is weak (unstressed). However, the error analysis showed that there was no effect of initial stress in Experiment 1 and in the item (F2) analysis in Experiment 2. Only the subject (F1) analysis in Experiment 2 showed that the participants made more errors when the word starts with a strong syllable. These findings suggest that Koran listeners do not use the Metrical Segmentation Strategy for segmenting English speech. They do not treat strong syllables as word beginnings, but rather have difficulties recognizing words when the word starts with a strong syllable. These results are discussed in terms of intonational properties of Korean prosodic phrases which are found to serve as lexical segmentation cues in the Korean language.

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온라인 패션 구전에 따른 패션제품 관여와 인터넷 구매행동 (The Effect of Online Word-of-mouth on Fashion Involvement and Internet Purchase Behavior)

  • 송소진;황진숙
    • 한국의류학회지
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    • 제31권3호
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    • pp.410-419
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    • 2007
  • The purposes of this study were to segment consumers by on-line word of month and to find the differences among the segmented groups in regard to fashion involvement, internet perceived risk, and internet purchase behavior. The subjects of this study were female consumers who were members of online cafe in Korea. The data were collected during October, 2004. The respondents returned the questionnaires through internet and 480 questionnaires were finally used in the data analysis. The statistical analyses used for the study were factor analysis, cluster analysis, t-test, and $X^2-test$. The results showed that word-of·mouth communication on internet(e-WOM) is composed of two factors, word-of-mouth transmission and word-of-mouth acceptance. These two factors were put under cluster analysis and were classified into two groups of the word-of·mouth communication: WOM group and non-WOM group. T-test showed that word-of-mouth communication groups were significantly different in regard to fashion involvement, internet perceived risk, and internet purchase behavior. For example, WOM group was more uncertain of their clothing choices, put more weight on the internal factors of clothing selection, and was a frequent purchaser of internet fashion products. Internet fashion business needs to implement the proper marketing strategies based on the results of the study.

작업기억 부하가 단어빈도에 미치는 효과 (The Effects of Working Memory Load on Word Frequency)

  • 이창환;오지향;편성범;임희석
    • 한국산학기술학회논문지
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    • 제10권3호
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    • pp.567-571
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    • 2009
  • 본 연구는 단어 재인에서 작업 기억의 역할을 규명하기 위하여 진행되었다. 단어 재인에서의 작업 기억 역할 규명을 위하여 단어 빈도와 직업 기억 부담을 조절한 명명 과제 실험을 실시하였다. 실험 결과 단어 빈도는 작업 기억 부담에 영향을 받는 것으로 분석되었다. 작업 기억의 부담은 고빈도 단어 재인에서보다 저빈도 단어 재인에서 더 높은 영향을 미쳤다. 이러한 결과는 작업 기억이 저빈도 단어 재인에서 더 많은 영향을 갖음을 시사하는 것이다.

Latent Semantic Analysis Approach for Document Summarization Based on Word Embeddings

  • Al-Sabahi, Kamal;Zuping, Zhang;Kang, Yang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권1호
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    • pp.254-276
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    • 2019
  • Since the amount of information on the internet is growing rapidly, it is not easy for a user to find relevant information for his/her query. To tackle this issue, the researchers are paying much attention to Document Summarization. The key point in any successful document summarizer is a good document representation. The traditional approaches based on word overlapping mostly fail to produce that kind of representation. Word embedding has shown good performance allowing words to match on a semantic level. Naively concatenating word embeddings makes common words dominant which in turn diminish the representation quality. In this paper, we employ word embeddings to improve the weighting schemes for calculating the Latent Semantic Analysis input matrix. Two embedding-based weighting schemes are proposed and then combined to calculate the values of this matrix. They are modified versions of the augment weight and the entropy frequency that combine the strength of traditional weighting schemes and word embedding. The proposed approach is evaluated on three English datasets, DUC 2002, DUC 2004 and Multilingual 2015 Single-document Summarization. Experimental results on the three datasets show that the proposed model achieved competitive performance compared to the state-of-the-art leading to a conclusion that it provides a better document representation and a better document summary as a result.

A Short Test of English Silent Word Reading for English Language Learners

  • Kalindi, Sylvia C.;McBride, Catherine;Chan, Shingfong;Chung, Kien Hoa Kevin;Lee, Chia-Ying;Maurer, Urs;Tong, Xiuhong
    • Child Studies in Asia-Pacific Contexts
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    • 제5권2호
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    • pp.95-105
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    • 2015
  • We developed a test of English silent word reading, following work by Mather, Hammill, Allen and Roberts (2004) and Bell, McCallum, Krik, Fuller, and McCane-Bowling (2007), in order to tap Hong Kong Chinese children's reading of English as a foreign language. We created one subtest of individual word reading and another of word reading contextualized within sentences; together, these tests require no more than 10 minutes for administration. In Study 1, we administered the entire test to 552 second grade Hong Kong Chinese children between the ages of 70 and 121 months old, from five different primary schools. The association between the subtests of English silent word reading and contextual reading was positively correlated (.78). In Study 2, 77 Hong Kong Chinese second graders were tested on our newly developed English silent word reading test, together with non-verbal IQ, an English word reading and a Chinese character recognition test (both read aloud). With age and non-verbal IQ statistically controlled, there was a significant correlation between English silent word reading and the more standard English word reading, read aloud, (.78); the association between English silent word reading and Chinese character recognition was also positively correlated (.49). This newly created test is a quick and reliable measure, suitable for both educators and researchers to use to identify poor readers who learn English as a foreign or second language.

Word-boundary and rate effects on upper and lower lip movements in the articulation of the bilabial stop /p/ in Korean

  • Son, Minjung
    • 말소리와 음성과학
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    • 제10권1호
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    • pp.23-31
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    • 2018
  • In this study, we examined how the upper and lower lips articulate to produce labial /p/. Using electromagnetic midsagittal articulography, we collected flesh-point tracking movement data from eight native speakers of Seoul Korean (five females and three males). Individual articulatory movements in /p/ were examined in terms of minimum vertical upper lip position, maximum vertical lower lip position, and corresponding vertical upper lip position aligned with maximum vertical lower lip position. Using linear mixed-effect models, we tested two factors (word boundary [across-word vs. within-word] and speech rate [comfortable vs. fast]) and their interaction, considering subjects as random effects. The results are summarized as follows. First, maximum lower lip position varied with different word boundaries and speech rates, but no interaction was detected. In particular, maximum lower lip position was lower (e.g., less constricted or more reduced) in fast rate condition and across-word boundary condition. Second, minimum lower lip position, as well as lower lip position, measured at the time of maximum lower lip position only varied with different word boundaries, showing that they were consistently lower in across-word condition. We provide further empirical evidence of lower lip movement sensitive to both different word boundaries (e.g., linguistic factor) and speech rates (e.g., paralinguistic factor); this supports the traditional idea that the lower lip is an actively moving articulator. The sensitivity of upper lip movement is also observed with different word boundaries; this counters the traditional idea that the upper lip is the target area, which presupposes immobility. Taken together, the lip aperture gesture is a good indicator that takes into account upper and lower lip vertical movements, compared to the traditional approach that distinguishes a movable articulator from target place. Respective of different speech rates, the results of the present study patterned with cross-linguistic lenition-related allophonic variation, which is known to be more sensitive to fast rate.

모바일 게임에서 휴리스틱 유형이 구전속성 및 행동의도에 미치는 영향 - 구전속성을 매개변인으로 - (Influence that Heuristic Type has on Word of Mouth and Behavioral Intention in Mobile Game - Word of Mouth as a Mediator -)

  • 김종무
    • 디지털융복합연구
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    • 제16권8호
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    • pp.269-278
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    • 2018
  • 본 연구는 이용자의 선택에 영향을 미치는 휴리스틱 유형이 구전속성에 미치는 영향과 구전속성이 이용자의 행동의도에 미치는 영향 및 구전속성이 휴리스틱 유형과 행동의도 간에 매개 역할을 할 것인지를 알아보고자, 모바일 게임을 이용하는 102명의 결과를 분석 하였다. 첫째, 휴리스틱(대표성, 조정) 유형은 구전속성(호의성, 신뢰성, 설득성)에 정(+)의 영향력을 갖는 것으로 나타났다. 둘째, 신뢰성 구전속성은 행동의도에 유의한 영향력을 갖는 것으로 나타났으나, 호의성과 설득성 구전속성은 행동의도에 유의한 영향력을 갖지 않는 것으로 나타났다. 셋째, 휴리스틱(대표성, 조정) 유형은 행동의도에 유의한 영향력을 갖는 것으로 나타났다. 넷째, 신뢰성 구전속성만이 조정 휴리스틱 유형과 행동의도 관계에서 매개역할을 하는 것으로 나타났다. 본 연구 결과는 모바일 게임 시장에서 이용자들이 게임을 선택하는 행동의도를 이해하는데 도움을 제공해 줄 수 있을 것이다.