• 제목/요약/키워드: Voice Disorder

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음질, 운율, 발음 특징을 이용한 마비말장애 중증도 자동 분류 (Automatic severity classification of dysarthria using voice quality, prosody, and pronunciation features)

  • 여은정;김선희;정민화
    • 말소리와 음성과학
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    • 제13권2호
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    • pp.57-66
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    • 2021
  • 본 논문은 말 명료도 기준의 마비말장애 중증도 자동 분류 문제에 초점을 둔다. 말 명료도는 호흡, 발성, 공명, 조음, 운율 등 다양한 말 기능 특징의 영향을 받는다. 그러나 대부분의 선행연구는 한 개의 말 기능 특징만을 중증도 자동분류에 사용하였다. 본 논문에서는 음성의 장애 특성을 효과적으로 포착하기 위해 마비말장애 중증도 자동 분류에서 음질, 운율, 발음의 다양한 말 기능 특징을 반영하고자 하였다. 음질은 jitter, shimmer, HNR, voice breaks 개수, voice breaks 정도로 구성된다. 운율은 발화 속도(전체 길이, 말 길이, 말 속도, 조음 속도), 음높이(F0 평균, 표준편차, 최솟값, 최댓값, 중간값, 25 사분위값, 75 사분위값), 그리고 리듬(% V, deltas, Varcos, rPVIs, nPVIs)을 포함한다. 발음에는 음소 정확도(자음 정확도, 모음 정확도, 전체 음소 정확도)와 모음 왜곡도[VSA(vowel space area), FCR (formant centralized ratio), VAI(vowel articulatory index), F2 비율]가 있다. 본 논문에서는 다양한 특징 조합을 사용하여 중증도 자동 분류를 시행하였다. 실험 결과, 음질, 운율, 발음 특징 세 가지 말 기능 특징 모두를 분류에 사용했을 때 F1-score 80.15%로 가장 높은 성능이 나타났다. 이는 마비말장애 중증도 자동 분류에는 음질, 운율, 발음 특징이 모두 함께 고려되어야 함을 시사한다.

한국어판 소아음성장애지수(pVHI-K : Pediatric Voice Handicap Index-Korean) : 표준화를 위한 예비연구 (Pediatric Voice Handicap Index-Korean(pVHI-K) : A Pilot Study for Standardization)

  • 박성신;최성희;홍영혜;정년기;성명훈;김광현;권택균
    • 대한후두음성언어의학회지
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    • 제22권2호
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    • pp.137-142
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    • 2011
  • Background and Objectives : The aim of this study is to introduce Korea version of pediatric VHI and to compare pVHI-K scores between children with dysphonia and children without voice problems before pVHI-K is developed as a preliminary study. Additionally, the relationship between pVHI and acoustic measures were investigated. Materials and Methods : pVHI-K scores in normal group were obtained from 15 parents who have children with no present or past history of a voice disorder, hearing loss, or related disability that can affect the their voice or speech. Dysphonia group consisted of 15 parents who have children with bilateral vocal fold nodule's at Department of Otolaryngology, the Seoul National University Hospital (SNUH). pVHI-K and acoustic parameters were measured in two group. Results : The mean pVHI scores (total, functional, physical, emotional) in normal group were 2.33 (T), 0.80 (F) 1.33 (P) and 0.27 (E), respectively whereas those of pVHI in children group with dysphonia were 23.13 (T), 11.07 (F), 5.73 (P) and 6.13 (E), respectively and significant differences were revealed in total pVHI score as well as in all of the sub-pVHI scores. Moreover, significant correlation between pVHI-K parameters (T, F, P) and acoustic measures [Shimmer(%)] were shown in children in dysphonia group. Conclusion : Reported by parents can be useful as a supplementary clinical tool for diagnosing and measuring treatment effectiveness in young children with dysphonia.

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모음 유형과 표준문단의 문장 위치가 음성장애 환자의 청지각적 및 켑스트럼 및 스펙트럼 분석에 미치는 효과 (Effects of vowel types and sentence positions in standard passage on auditory and cepstral and spectral measures in patients with voice disorders)

  • 최미현;최성희
    • 말소리와 음성과학
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    • 제15권4호
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    • pp.81-90
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    • 2023
  • 청지각적 평가 및 음향학적 분석은 음성평가를 위해 임상 현장에서 일반적으로 사용해오고 있다. 본 연구는 음성장애 환자의 청지각적 및 음향학적 측정 시 말 과제 효과를 조사하고자 한다. 음성장애로 진단받은 총 22명의 환자로부터 모음연장발성(/a/, /e/, /i/, /o/, /u/, /ɯ/, /ʌ/)과 연속구어('가을'표준문단의 9개 하위문장)를 녹음하였다. 음성장애 평가 및 치료 경험이 있는 2명의 음성언어치료사가 맹검 및 무작위 음성 샘플을 사용하여 GRBAS('G', 'R', 'B', 'A', 'S')척도 및 CAPE-V('OS', 'R', 'B', 'S', 'P', 'L')를 사용하여 청지각적 평가를 실시하였다. 또한, ADSV(analysis of dysphonia in speech and voice model)를 이용하여 켑스트럼 및 스펙트럼 측정치를 구하였다. 모음 유형에 따라 GRBAS 척도에서 'B'를 제외하고 청지각적 평가에 영향을 미치지 않았으나, CAPE-V에서는 'OS', 'R', 'B'에 영향을 미쳤다(p<.05). CPP 및 L/H ratio 는 모음 유형과 문장 위치의 영향을 받았다. 표준문단의 CPP값은 모든 모음에서 'G', 하위 9문장과 유의미한 부적 상관 관계가 나타났고, 특히, /e/모음(r=-.739)에서 가장 높은 상관관계를 보였다. 두 번째 문장의 CPP는 모든 모음과 높은 상관관계를 보였다. CAPE-V는 말 자극에 따라 GRBAS보다 청지각적 평가에 더 많은 영향을 받을 수 있으며, 'B' 척도, CPP, L/H ratio는 모음 유형과 자음을 포함한 문장 위치에 따라 영향을 받았다. 따라서, 음성 장애 환자의 음성 평가에서 모음을 사용할 때는 /a/뿐만 아니라 ' 기식성'음질과 음향적으로 상관성이 높은 /i/모음을 함께 사용하는 것이 유용할 수 있다. 또한 /e/모음은 한국 표준문단 '가을' 및 하위 문장들과 음향적으로 상관성이 높았으므로 문단 대신 사용할 수 있을 것이다. 또한, 음성장애 신호들이 대부분 비주기적이라는 점을 감안할 때, CPP와 함께 표준문단 중 가장 음향적으로 상관성이 높은 두 번째 문장을 사용할 수 있을 것이다. 이러한 결과는 말과제가 청지각적 평가 및 음향학적 측정에 미치는 영향에 대한 임상적 증거를 제공하며, 이는 음성장애 환자의 음성 평가에 대한 가이드라인을 제공하는 데 도움을 줄 수 있을 것이다.

애성환자에 있어서 잘못된 발성습관에 관한 연구 (The Study of Faulty Vocal Habits in Patients with Hoarsenes)

  • 안철민;박정은
    • 대한후두음성언어의학회지
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    • 제10권1호
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    • pp.12-16
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    • 1999
  • Background and Objectives : The common cause of voice disorders may be bad habits of phonation. faulty vocal habits might aggravate the voice disorder or make the dysphonia. Authors thought the analysis of faulty vocal habits might help to evaluate the causes and to choose the treatment methods in patients with dysphonia. Authors studied to evaluate which vocal habits were used in patients with dysphonia. Materials and Methods : Patients with dysphonia(N= 32) and person without dysphonia(N=20) were evaluated through pre-evaluation test by otolaryngologist and SLP. All subjects were evaluated accordingly Posture of body, expansion of cervical vein, excessive movements of thyroide prominence, position of tongue, tension of lower lip, tension of jaw, breathing pattern related with phonation. Results : In dysphonia group, we found 23 cases with tension of jaw, 15 cases with expansion of cervical vein, 7 cases with bad position of tongue, 3 cases with excessive movement of thyroid prominence and a lot of cases with bad breathing Pattern on Phonation. In control group, only 3 cases with bad position of tongue, 2 cases with tension of lower lip, 1 case with tension of jaw were found. Conclusions : More faulty vocal habits were found in dysphonia group. Authors thought faulty vocal habits could be the cause of dysphonia and aggravate the dysphonia and the control of vocal habits would be very important in patients with dysphonia.

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음성장애에 대한 임상적고찰 (Clinical Observation on Voice Disorder)

  • 이종원
    • 대한기관식도과학회:학술대회논문집
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    • 대한기관식도과학회 1979년도 제13차 학술대회 연제순서 및 초록
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    • pp.7.2-8
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    • 1979
  • 음성외과는 발성기능를 취급하는 기능외과이기 때문에 수술적응의 결정 수술효과의 판정 수술성적의 비교를 위하여 발성기능의 검사가 필요하다. 청력을 취급하는 수술에서 청력검사가 필요한 것과 같다. 연자는 구유미대학 이비인후과를 방문한 각종후두환자(56례 즉Recurrent laryngeal nerve paralysis, polyp. polipoid vocal cord. sulcus vocalis, Laryngeal cancer, Benign mass, Epitherial hypertrophy. 등에서 발성지적시간, 폐활량/담성지적시간, 평균호기유율 및 후두 Stroboscopy 검사를 시행하여 다음과같은 결과를 얻었다. 1) 성대의 편측성병변은 35례(62.5%)이고 양측성병변은 21례(37.5%)로 편측성병변이 많았다. 2) 성별로는 남성이 39례(69.8%) 여성이 17례(30.2%)로 남성이 많았다. 3) 발성지적시간은 10초이하가 26례(46.4%) 10초이상이 30례(53.6%)이였다. 4) 폐활양/발성지적시간은 300m1/sec이하가 33례(58.9%) 300m1/sec이상이 23례(41.1%)이였다. 5) 평균호기류율은 300m1/sec이하가 37례(66.1%)300ml/sec 이상이 19례(33.9%)이였다. 6) 후두 stroboscopy 검사에서 성대의 대칭성, 규칙성, 진폭, 점막파동 및 성문패쇄에 대해서 관찰하였다. 7) 후두수술전후의 음성검사와 stroboscopy 검사의 비교는 수술후의 성적이 매우 좋다.

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말소리장애 아동의 말명료도와 음향학적 측정치 간 상관관계 (The Correlation between Speech Intelligibility and Acoustic Measurements in Children with Speech Sound Disorders)

  • 강은영
    • 대한통합의학회지
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    • 제6권4호
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    • pp.191-206
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    • 2018
  • Purpose : This study investigated the correlation between speech intelligibility and acoustic measurements of speech sounds produced by the children with speech sound disorders and children without any diagnosed speech sound disorder. Methods : A total of 60 children with and without speech sound disorders were the subjects of this study. Speech samples were obtained by having the subjects? speak meaningful words. Acoustic measurements were analyzed on a spectrogram using the Multi-speech 3700 program. Speech intelligibility was determined according to a listener's perceptual judgment. Results : Children with speech sound disorders had significantly lower speech intelligibility than those without speech sound disorders. The intensity of the vowel /u/, the duration of the vowel /${\omega}$/, and the second formant of the vowel /${\omega}$/ were significantly different between both groups. There was no difference in voice onset time between the groups. There was a correlation between acoustic measurements and speech intelligibility. Conclusion : The results of this study showed that the speech intelligibility of children with speech sound disorders was affected by intensity, word duration, and formant frequency. It is necessary to complement clinical setting results using acoustic measurements in addition to evaluation of speech intelligibility.

동의보감·내경편 독활(獨活)의 용법을 통해 본 한의학 기초와 임상의 연계 교육 방안 (Bridging Basic Knowledge and Clinical Practice in the Education of Traditional Korean Medicine: A case of Pubescent Angelica usages in Internal Bodily Elements section, Treasured Mirror of Eastern Medicine)

  • 홍지성;강인혜;이영미;이훈연;강연석
    • 한국의사학회지
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    • 제33권1호
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    • pp.1-9
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    • 2020
  • Pubescent Angelica is generally used in musculoskeletal diseases of lower extremity, itching, external contraction (外感) and furuncle, with the effect of dispelling wind, draining dampness, dispersing the external (解表) and stopping pain. The disease parts of Treasured Mirror of Eastern Medicine (東醫寶鑑) contain 121 examples of the usage of Pubescent Angelica. Cases of musculoskeletal diseases and itching are mainly in the External Bodily Elements section (外形篇), and those of external contraction and furuncle are mainly in the Miscellaneous Disorder section (雜病篇). Internal Bodily Elements section (內景篇) has 10 prescriptions that involve Pubescent Angelica, in Dreams (2), Voice (1), Uterus (4), Parasites (1), and Feces (2) chapters. Their specific symptoms are insomnia and sleep paralysis (Dreams), loss of voice due to external contraction (Voice), uterine hemorrhage (Uterus), phthisis (Parasites), and constipation and diarrhea (Feces). It is not easy for students beginning their clinical training to link the effects of Pubescent Angelica and its actual usage, especially in the area of internal medicine. By Analyzing the whole cases of Pubescent Angelica in the Treasured Mirror, we found various usages out of reach of basic knowledge of the herb. Such method can be utilized not only in developing herbal knowledge-based products, but also in improving Korean medicine education, by enhancing the occupational competency bridging basic and clinical knowledge.

Electroglottographic Measurements of Glottal Function in Voice according to Gender and Age

  • Ko, Do-Heung
    • 말소리와 음성과학
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    • 제3권1호
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    • pp.97-102
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    • 2011
  • Electroglottography (EGG) is a common method for providing non-invasive measurements of glottal activity. EGG has been used in vocal pathology as a clinical or research tool to measure vocal fold contact. This paper presents the results of pitch, jitter, and closed quotient (CQ) measurements in electroglottographic signals of young (mean = 22.7 years) and elderly (mean = 74.3 years) male and female subjects. The sustained corner vowels /i/, /a/, and /u/ were measured at around 70 dB SPL since the most notable among EGG variables is the phonation intensity, which showed positive correlation with closed phase. The aim of this paper was to measure EGG data according to age and gender. In CQ, there was a significant difference between young and elderly female subjects while there was no significant difference between young and elderly male subjects. The mean value for young males was higher than that for elderly males while the mean value for young females was lower than that for elderly females. Thus, it can be said that in mean values, increased CQ was related to decreased age for females, while CQ decreased for males as the speaker's age decreased. Although the laryngeal degeneration due to increased age seems to occur to a lesser extent in females, the significant increase of CQ in elderly female voices could not be explained in terms of age-related physiological changes. In standard deviation of pitch and jitter, the mean values for young and elderly males were higher than that for young and elderly females. That is, male subjects showed higher in mean values of voice variables than female subjects. This result could be considered as a sign of vocal instability in males. It was suggested that these results may provide powerful insights into the control and regulation of normal phonation and into the detection and characterization of pathology.

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음악치료가 만성정신장애인의 자기표현 및 자아존중감 향상에 미치는 효과 (Musical Therapeutic Approch for Improving Self-expression and Self-esteem of Persons with Chronic Mental Disorder)

  • 김계원;정광조;최애나
    • 가정과삶의질연구
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    • 제29권3호
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    • pp.43-57
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    • 2011
  • Chronic mental-handicapped people are lacking in non-verbal expression such as eye contact, intonation, voice volume, facial expression, and gesture as well as the contents of speech, speak with a monotonous voice, fail to be vivid and clear in voice, and have absence of expression, thereby bringing about difficulty even for social adjustment and about low self-esteem. Accordingly, the purpose of this study was to examine effectiveness for enhancing self-expression and self-esteem by applying music therapy to the chronic mental-handicapped. The subjects were the chronic mental-handicapped who receive rehabilitation service at the community rehabilitation center, and who have over 10 years in the duration of disease. 1he music therapy activity was progressed with totally 14 sessions during 7 weeks with twice a week. This study confirmed t-test that is verification of difference in the mean, in order to examine difference between before and after music therapy in self-expression and self-esteem of the chronic mental-handicapped, and researched into qualitative case. The findings are as follows. First, as a result of score in self-expression scale, the significant improvement was shown after music therapy compared to before music therapy. The significant difference was indicated in verbal self-expression, phonetic self-expression, and non-verbal self-expression, which are its sub-spheres. Thus, the conclusion was obtained as saying that music therapy is effective for enhancing self-expression. Second, as a result of score in self-esteem scale, the significant difference was shown after music therapy compared to before music therapy. Thus, the conclusion was obtained as saying that music therapy is effective for enhancing self-esteem. Through the above results, the music therapy showed effectiveness of self-expression ability and self-esteem in the chronic mental-handicapped at the community rehabilitation center, thereby having been confirmed to be possibly utilized as rehabilitation program for the social skill ability and the social adjustment of the chronic mental-handicapped.

기계학습에 의한 후두 장애음성 식별기의 성능 비교 (Performance comparison on vocal cords disordered voice discrimination via machine learning methods)

  • 조철우;왕수건;권익환
    • 말소리와 음성과학
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    • 제14권4호
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    • pp.35-43
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    • 2022
  • 본 논문은 후두 장애음성 데이터의 식별률을 CNN과 기계학습 앙상블 학습 방법에 의해 개선하는 방법에 대한 연구이다. 일반적으로 후두 장애음성 데이터는 그 수가 적으므로 통계적 방법에 의해 식별기가 구성되더라도, 훈련 방식에 따라 과적합으로 인해 일어나는 현상으로 인해 외부 데이터에 노출될 시 식별률의 저하가 발생할 수 있다. 본 연구에서는 다양한 정확도를 갖도록 훈련된 CNN 모델과 기계학습 모델로부터 도출된 결과를 다중 투표 방식으로 결합하여 원래의 훈련된 모델에 비해 향상된 분류 효율을 갖도록 하는 방법과 함께, 기존의 기계학습 중 앙상블 방법을 적용해 보고 그 결과를 확인하였다. 알고리즘을 훈련하고 검증하기 위해 PNUH(Pusan National University Hospital) 데이터셋을 이용하였다. 데이터셋에는 정상음성과 양성종양 및 악성 종양의 음성 데이터가 포함되어 있다. 실험에서는 정상 및 양성 종양과 악성종양을 구분하는 시도를 하였다. 실험결과 random forest 방법이 가장 우수한 앙상블 방법으로 나타났으며 85%의 식별률을 보였다.