• 제목/요약/키워드: speech analysis

검색결과 1,592건 처리시간 0.021초

Overlapping of /o/ and /u/ in modern Seoul Korean: focusing on speech rate in read speech

  • Igeta, Takako;Hiroya, Sadao;Arai, Takayuki
    • 말소리와 음성과학
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    • 제9권1호
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    • pp.1-7
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    • 2017
  • Previous studies have reported on the overlapping of $F_1$ and $F_2$ distribution for the vowels /o/ and /u/ produced by young Korean speakers of the Seoul dialect. It has been suggested that the overlapping of /o/ and /u/ occurs due to sound change. However, few studies have examined whether speech rate influences the overlapping of /o/ and /u/. On the other hand, previous studies have reported that the overlapping of /o/ and /u/ in syllable produced by male speakers is smaller than by female speakers. Few reports have investigated on the overlapping of the two vowels in read speech produced by male speakers. In the current study, we examined whether speech rates affect overlapping of /o/ and /u/ in read speech by male and female speakers. Read speech produced by twelve young adult native speakers of Seoul dialect were recorded in three speech rates. For female speakers, discriminant analysis showed that the discriminant rate became lower as the speech rate increases from slow to fast. Thus, this indicates that speech rate is one of the factors affecting the overlapping of /o/ and /u/. For male speakers, on the other hand, the discriminant rate was not correlated with speech rate, but the overlapping was larger than that of female speakers in read speech. Moreover, read speech by male speakers was less clear than by female speakers. This indicates that the overlapping may be related to unclear speech by sociolinguistic reasons for male speakers.

A New Hearing Aid Algorithm for Speech Discrimination using ICA and Multi-band Loudness Compensation

  • Lee Sangmin;Won Jong Ho;Park Hyung Min;Hong Sung Hwa;Kim In Young;Kim Sun I.
    • 대한의용생체공학회:의공학회지
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    • 제26권3호
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    • pp.177-184
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    • 2005
  • In this paper, we proposed a new hearing aid algorithm to improve SNR(signal to noise ratio) of noisy speech signal and speech perception. The proposed hearing aid algorithm is a multi-band loudness compensation based independent component analysis (ICA). The proposed algorithm was compared with a conventional spectral subtraction algorithm on behind-the-ear type hearing aid. The proposed algorithm successfully separated a target speech signal from background noise and from a mixture of the speech signals. The algorithms were compared each other by means of SNR. The average improvement of SNR by ICA based algorithm was 16.64dB, whereas spectral subtraction algorithm was 8.67dB. From the clinical tests, we concluded that our proposed algorithm would help hearing aid user to hear clearly a target speech in noisy conditions.

초등학생의 자기수용, 사회적 지지, 내적통제성이 발표불안에 미치는 영향 (The Effects of Self-Acceptance, Social Support and Internal Locus of Control on Speech Anxiety in Elementary School Students)

  • 김윤전;박부진
    • 가정과삶의질연구
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    • 제30권1호
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    • pp.41-53
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    • 2012
  • The purpose of this study was to determine how elementary school students' self-acceptance, social support and internal locus of control affect their speech anxiety. A questionnaire survey was distributed to 570 fifth and sixth graders attending 4 elementary schools located in Seoul. A total of 534 surveys were completed and were analyzed with SPSS WIN 12.0 including frequency test, t-test, Pearson's correlations analysis, simultaneous multiple regression and hierarchical multiple regression analysis. The findings of this study are summarized as follows. First, among self-acceptance, social support, internal locus of control and speech anxiety, gender affected speech anxiety. Second, speech anxiety was most affected by self-acceptance, followed by social support, internal locus of control and gender in the order of mention. Third, social support had moderating effects on the relationship between self-acceptance and speech anxiety.

발표 담화에서의 한국어 모어 화자와 한국어 학습자의 말하기 유창성 비교 연구 -발화 속도, 휴지, 담화표지를 중심으로- (A Comparative Study on Oral Fluency Between Korean Native Speakers and L2 Korean Learners in Speech Discourse - With Focus on Speech Rate, Pause, and Discourse Markers)

  • 이진;정진경
    • 한국어교육
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    • 제29권4호
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    • pp.137-168
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    • 2018
  • The purpose of this study is to prepare the basis for a more objective evaluation of oral fluency by comparing speech patterns of Korean native speakers and L2 Korean learners. For this purpose, the current study focused on the analysis of speech materials of the 21st century Sejong spoken corpus and Korean learner corpus. We compared the oral fluency of Korean native speakers and Korean learners based on speech rate, pause, and discourse markers. The results show that the pattern of Korean learners is different to that of Korean native speakers in all aspects of speech rate, pause, and discourse markers; even though proficiency of Korean leaners show increase, they could not reach the oral fluency level of Korean native speakers. At last, based on these results of the analysis, we added suggestions for setting the evaluation criteria of oral fluency of Korean learners.

심리 음향 켑스트럼 평균 차감법을 이용한 이동 전화망에서의 음질 평가 (Speech Quality Measure in a Mobile Communication System Using PLP Cepstral Distance with CMS)

  • 윤종진;박상욱;박영철;윤대희;차일환
    • 음성과학
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    • 제6권
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    • pp.163-179
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    • 1999
  • For the set up, management and repair of a mobile communication system, continuous estimation of speech quality is required. Speech quality measurement can be conducted by listener's judgement in a subjective test such as MOS (Mean Opinion Score) test. However, this method is laborious, expensive and time-consuming, it is advisable to predict subjective speech quality via objective measures. This paper presents a robust objective speech quality measure, PLP-CMS (Perceptual Linear Predictive-Cepstral Mean Subtraction), which can predict subjective speech quality in mobile communication systems. PLP-CMS has a high correlation with subjective quality owing to PLP (Perceptual Linear Predictive) analysis and shows a robust performance not being influenced by PSTN (Public Switched Telephone Network) channel effects due to CMS (Cepstral Mean Subtraction). To prove the performance of our proposed algorithm, we carried out subjective and objective quality estimation on speech samples which are variously distorted in a real mobile communication system. As a result, we demonstrated that PLP-CMS has a higher correlation with subjective quality than PSQM (Perceptual Speech Quality Measure) and PLP-CD (Perceptual Linear Predictive-Cepstral Distance).

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경직형 뇌성마비 아동의 음질이 말명료도에 미치는 영향 (The effect of voice quality on speech intelligibility in children with spastic cerebral palsy)

  • 정필연;심현섭
    • 말소리와 음성과학
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    • 제9권4호
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    • pp.129-136
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    • 2017
  • This study investigates the effect of voice quality on speech intelligibility and the relationship between voice quality and intelligibility for children with spastic CP. We recruited 36 children with spastic CP (mean age 10.43 year, 17 girls, 19 boys, spastic type 34, mixed 2) from a special school and a rehabilitation hospital. Voice samples for the perceptual analysis of voice quality were extracted from a sustained vowel /a/ and were rated on the GRBAS scales by two experienced speech language pathologists. Ten adult subjects with no hearing problems evaluated speech intelligibility for the 37 words listed in the Assessment of Phonology and Articulation for Children on a 7-point interval scale. The children with spastic CP were divided into three groups according to the rated G scores on the GRBAS scales (G1(n)=10, G2(n)=13, G3(n)=13). Analyses of ANCOVA and Pearson correlation showed that there was a significant difference in speech intelligibility among three groups. There was also a significant correlation in G scale (grade), A scale (asthenia), B scale (breathy) score, and speech intelligibility. These findings suggest that poor speech intelligibility of spastic CP might be related to asthenia and breathiness. Vocal intensity should be increased and vocal functioning should be improved for speech therapy to improve speech intelligibility of the children with spastic CP.

음성합성시스템을 위한 음색제어규칙 연구 (A Study on Voice Color Control Rules for Speech Synthesis System)

  • 김진영;엄기완
    • 음성과학
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    • 제2권
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    • pp.25-44
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    • 1997
  • When listening the various speech synthesis systems developed and being used in our country, we find that though the quality of these systems has improved, they lack naturalness. Moreover, since the voice color of these systems are limited to only one recorded speech DB, it is necessary to record another speech DB to create different voice colors. 'Voice Color' is an abstract concept that characterizes voice personality. So speech synthesis systems need a voice color control function to create various voices. The aim of this study is to examine several factors of voice color control rules for the text-to-speech system which makes natural and various voice types for the sounding of synthetic speech. In order to find such rules from natural speech, glottal source parameters and frequency characteristics of the vocal tract for several voice colors have been studied. In this paper voice colors were catalogued as: deep, sonorous, thick, soft, harsh, high tone, shrill, and weak. For the voice source model, the LF-model was used and for the frequency characteristics of vocal tract, the formant frequencies, bandwidths, and amplitudes were used. These acoustic parameters were tested through multiple regression analysis to achieve the general relation between these parameters and voice colors.

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내전형연축성 발성장애 음성에 대한 켑스트럼과 스펙트럼 분석 (Cepstral and spectral analysis of voices with adductor spasmodic dysphonia)

  • 심희정;정훈;;최병흔;허정화;고도흥
    • 말소리와 음성과학
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    • 제8권2호
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    • pp.73-80
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    • 2016
  • The purpose of this study was to analyze perceptual and spectral/cepstral measurements in patients with adductor spasmodic dysphonia(ADSD). Sixty participants with gender and age matched individuals(30 ADSD and 30 controls) were recorded in reading a sentence and sustained the vowel /a/. Acoustic data were analyzed acoustically by measuring CPP, L/H ratio, mean CPP F0 and CSID, and auditory-perceptual ratings were measured using GRBAS. The main results can be summarized as below: (a) the CSID for the connected speech was significantly higher than for the sustained vowel (b) the G, R and S for the connected speech were significantly higher than for the sustained vowel (c) Spectral/cepstral parameters were significantly correlated with the perceptual parameters, and (d) the ROC analysis showed that the threshold of 13.491 for the CSID achieved a good classification for ADSD, with 86.7% sensitivity and 96.7% specificity. Spectral and cepstral analysis for the connected speech is especially meaningful on cases where perceptual analysis and clinical evaluation alone are insufficient.

음성 분석 정보값 비교를 통한 사상체질 태음인의 분류 (Classification of Sasang Constitution Taeumin by Comparative of Speech Signals Analysis)

  • 김봉현;이세환;조동욱
    • 정보처리학회논문지B
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    • 제15B권1호
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    • pp.17-24
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    • 2008
  • 본 논문에서는 사상 체질 분류를 음성 분석 정보값의 비교, 분석을 통해 제안하고자 한다. 이를 위해 본 논문에서는 사상체질의 객관적 지표를 마련하기 위한 전체 시스템 구성 중 1차 단계로써 피부 진단을 통한 소음인의 분류 과정과 연계하여 음성 신호 분석에서 발생하는 정보의 출력값에 의해 태음인을 분류하는 방법을 제안하고자 한다. 우선 각 사상 체질별로 뚜렷한 특징을 보유하고 있는 집단군을 구성하고 이들의 음성 특성을 분류하여 음성학적 요소를 추출하고자 한다. 또한 출력된 결과값을 토대로 체질 집단별 차이점과 유사점을 통하여 태음인을 분류하고자 한다. 끝으로 실험에 의해 제안한 방법의 유용성을 입증하고자 한다.

음성신호의 Jitter 성분의 장시간 변화에 관한 통계적 분석 (Statistical analysis on long-term change of jitter component on continuous speech signal)

  • 조철우
    • 말소리와 음성과학
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    • 제12권4호
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    • pp.73-80
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    • 2020
  • 본 연구에서는 연속음성에서의 장시간 jitter 성분 측정 방법에 대해 고찰하였다. 기존의 jitter측정방법으로는 지속 발성한 모음을 대상으로 변동성을 측정하는 방법을 주로 사용하여왔다. 문장음성 등 연속음성의 경우는 문장에 따른 운율정보의 영향으로 기존의 측정법으로는 왜곡이 발생하게 된다. 이에 연속 발성에 대해 운율정보의 피치 변동을 상쇄시키는 방법을 제안하고자 한다. 피치 변동을 제거하는 방법으로는 분석구간내에서의 피치 변동을 다항식 보간법에 의해 변동 경향을 대표하는 곡선을 구하고 그 곡선을 기준으로 변이를 제거하였다. 이후 변이가 제거된 피치의 궤적으로부터 jitter를 측정하는 방법을 적용하여 피치 주파수의 변동성을 측정하고 기존의 지속모음에 의한 측정 방법과 비교하였다. 제안한 방법의 효용성 측정을 위해 Kay Pentax MEEI DB의 음성 표본을 사용하였다. 통계분석 결과 제안된 방법에 의해 연속음성으로부터 측정한 jitter 값은 동일 화자의 지속모음으로부터 측정한 파라미터 값과 유사한 변동성을 보여 주었다.