• 제목/요약/키워드: Speech Impairment

검색결과 120건 처리시간 0.024초

Applications of Machine Learning for Online Learning Systems towards Children with Speech Disorders

  • Jadi, Amr;Alzahrani, Ali
    • International Journal of Computer Science & Network Security
    • /
    • 제22권8호
    • /
    • pp.55-60
    • /
    • 2022
  • Specific Language Impairment is one of the serious disorders that interferes with spontaneous communication skills in children. Children suffering from this disorder may have reading, speaking, or listening impairments, and such type of disorders are also termed Autism Speech Disorder (ASD) in medical terminology. The aim of the article is to define specific language impairment in children and the problems it can cause. The different methods adopted by speech pathologists to diagnose language impairment. Finally implementing machine learning models to automate the process and help speech pathologists and pediatricians/ in diagnosing the specific language impairment.

난청인의 주파수 선택도와 비대칭적 청각 필터를 고려한 난청 시뮬레이터 개발에 관한 연구 (A Study on Development of a Hearing Impairment Simulator considering Frequency Selectivity and Asymmetrical Auditory Filter of the Hearing Impaired)

  • 주상익;강현덕;송영록;이상민
    • 전기학회논문지
    • /
    • 제59권4호
    • /
    • pp.831-840
    • /
    • 2010
  • In this paper, we propose a hearing impairment simulator considering reduced frequency selectivity and asymmetrical auditory filter of the hearing impaired, and we verified the reduced frequency selectivity and asymmetrical auditory filter affected in speech perception through experiments. The reduced frequency selectivity has made embodied by spectral smearing using LPC(linear prediction coding). The shapes of auditory filter are asymmetrical different with each center frequency. Hearing impaired person which has hearing loss was differently changed with that of normal hearing people and it has different value for speech of quality through auditory filter. The experiments confirmed subjective test and objective test. The subjective experiments are composed of 4 kinds of tests: pure tone test, SRT(speech reception threshold) test, and WRS(word recognition score) test without spectral smearing, and WRS test with spectral smearing. The experiment of the hearing impairment simulator was performed from 9 subjects who have normal ears. The amount of spectral smearing was controlled by LPC order. The asymmetrical auditory filter of proposed hearing impairment simulator was simulated and then some tests to estimate the filter's performance objectively were performed. The objective experiment as simulated auditory filter's performance evaluation method used PESQ(perceptual evaluation of speech quality) and LLR(log likelihood ratio) for speech through auditory filter. The processed speech was evaluated objective speech quality and distortion using PESQ and LLR value. When hearing loss processed, PESQ and LLR value have big difference according to asymmetrical auditory filter in hearing impairment simulator.

청각장애 성인의 말명료도 예측 요인: 조음정확도를 중심으로 (Predicting Variables of Speech Intelligibility in Adults with Hearing Impairment: Focusing on Correct Articulation)

  • 성희정;최은아;윤미선
    • 대한음성학회지:말소리
    • /
    • 제61호
    • /
    • pp.1-14
    • /
    • 2007
  • The purpose of this study was to analyze the relationship between segmental correctness and speech intelligibility in adults with hearing impairment. Segmental correctness was measured by percentage of correct vowels(PCV) and percentage of correct consonants(PCC). The results were shown as follows: First, PCV and PCC could predict speech intelligibility with statistical significance. Second, in consonant classes divided by place and manner of articulation, the PCC of plosives and alveolar sounds were significant predicting variables in each group ($R^{2}=50%;\;59%$). According to this study, the importance of segmental correctness on speech intelligibility of adults with hearing impairment was confirmed. Also correctness of plosive sounds in manner and alveolar sounds in place were significant factors to speech intelligibility.

  • PDF

청각장애 성인의 말명료도 평가방법의 비교 (Comparisons of Utility of Various Speech Intelligibility Evaluations of Adults with Hearing Impairment)

  • 도연지;김수진
    • 음성과학
    • /
    • 제11권4호
    • /
    • pp.173-184
    • /
    • 2004
  • This study aims to discuss the test methodologies that evaluate the speech intelligibility of hearing-impaired adults using various contexts. Seven adults with severe hearing loss participated in the experiment. The context of the speech intelligibility consists of 77 pairs of one-syllable words with phonemic contrasts, 30 two-syllable words and the list of each 12 and 10 sentences. The speech intelligibility of various contexts had significant correlation, and both one-syllable words with phonemic contrasts and the sentence 1 had higher correlation than other tests. The one-syllable words with phonemic contrasts took longer to test than others, and it demanded more effort to select the pair of words. However, from the point of view of the identification of segmental difficulties, the one-syllable words with phonemic contrasts that reflected segmental factors contributing to the intelligibility was useful.

  • PDF

언어발달지체아동의 문법형태소 사용 특성 (The Use of Grammatical Morphemes of Korean Children with Language Impairment)

  • 김수영;배소영
    • 음성과학
    • /
    • 제9권4호
    • /
    • pp.77-91
    • /
    • 2002
  • This study investigated the use of grammatical morphemes (substantive morphemes and connective endings) of Korean speaking children with and without language impairment (LI). Participants were two children (ages 5;11 and 6;2) with SLI (specific language impairment), two LD (language delay) children (ages 6;3 and 6;5) with 70-84 range on a performance-IQ test, and two children (ages 5;7 and 6;1) with ND (normal development). Spontaneous language samples were elicited by play activities and story generation. A total of 8,059 (M=I,343, ranged 966-1,659) intelligible and nonimitative utterances were analyzed by the KCLA 2.0 (Korean Computerized Language Analysis 2.0) program for substantive morphemes and connective endings. The findings of this study were as follows; (1) The Korean speaking children with LI including SLI demonstrated less uses of grammatical morphemes than ND children. (2) Few differences were found between LI and ND children in the use of the grammatical morpheme types. (3) LI children produced significantly higher percentage of grammatical morpheme errors in spontaneous speech than ND children. (4) Few differences were found between SLI and LD children in degrees of the use and the error of grammatical morphemes.

  • PDF

구순구개열 환자의 이비인후과적 관리 (Otolaryngologic Management related with Cleft Lip & Palate)

  • 최홍식
    • 대한구순구개열학회지
    • /
    • 제10권1호
    • /
    • pp.33-38
    • /
    • 2007
  • Team approach for the management of cleft lip & palate patients is very important. Plastic surgeon, oral-maxillofacial surgeon, orthodontist, otolaryngologist, and speech therapist should be included in the team. Main role of the ENT surgeon may be variable and is up to the team characteristics. Main topics of ENT surgeons' interesting fields are evaluation and management of hearing impairment due to SOM, voice disorder, and velopharyngeal incompetency due to submucous cleft palate & still remained VPI after curative palatoplasty. Basic review of anatomy & physiology related with otolaryngologic aspect of velopharyngeal system was done. Diseases related with hyponasality as well as hypernasality were discussed. Diagnostic and therapeutic methods were discussed. Proper management of hearing impairment and speech disorders are important.

  • PDF

A Design and Implementation of Speech Recognition and Synthetic Application for Hearing-Impairment

  • Kim, Woo-Lin;Ham, Hye-Won;Yun, Sang-Un;Lee, Won Joo
    • 한국컴퓨터정보학회논문지
    • /
    • 제26권12호
    • /
    • pp.105-110
    • /
    • 2021
  • 본 논문에서는 STT(Speech-to-Text), TTS(Text-to-Speech) API와 가속도 센서 기반의 청각 장애인의 의사소통을 도와주는 안드로이드 모바일 애플리케이션을 설계하고 구현한다. 이 애플리케이션은 청각 장애인의 대화 상대가 말하는 것을 마이크로 녹음하고 STT API를 이용하여 텍스트로 변환하여 청각 장애인에게 보여주는 기능을 제공한다. 또한, TTS API를 이용하여 청각 장애인이 문자를 입력하면 음성으로 변환하여 대화 상대에게 들려준다. 청각 장애인이 스마트폰을 흔들면 이 애플리케이션이 실행하도록 가속도 센서 기반의 백그라운드 서비스 기능을 제공한다. 본 논문에서 구현한 애플리케이션은 청각 장애인들이 다른 사람과 의사소통을 할 때 영상통화로 수화를 이용하지 않고 쉽게 대화할 수 있는 기능을 제공한다.

배경잡음하에서의 감음신경성난청과 정상청력자의 어음인지향상 연구 (Effects on the Speech Enhancement Algorithms for Sensorineural Hearing Impairment and Normal Listeners)

  • 김동욱;김인영;윤길원
    • 대한의용생체공학회:학술대회논문집
    • /
    • 대한의용생체공학회 1998년도 추계학술대회
    • /
    • pp.171-172
    • /
    • 1998
  • Recent development of digital technology has offered new possibilities for noticeable advances of hearing aids. Using the digital technology, it is possible to equip hearing aids with powerful features such as multi-channel nonlinear compression amplification and the feedback cancellation, these are often difficult to implement with analog circuits. Still, speech in noise is one of the major complaints of not only hearing impaired persons but also normal listeners. This paper describes speech intelligibility in background noise for both normal and hearing impaired listeners. Speech enhancement algorithms were implemented and compared for normal and sensorineural hearing impairment listeners.

  • PDF

휴대용 자동청력진단기기 개발 (Development of a portable automatic hearing screener)

  • 노형욱;이탁형;김종욱;양동인;차은종;김덕원
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2009년도 정보 및 제어 심포지움 논문집
    • /
    • pp.129-131
    • /
    • 2009
  • Hearing loss is one of the most common birth defects among infants. Most hearing-impaired children are not diagnosed until one to three years of age, which is too late to treat for normal speech and language development. If a hearing impairment is identified and treated in its early stage, child's speech and language skills could be comparable to his or her normal-hearing peers. In this study, we applied the 'Fsp' method to distinguish between normal and impaired hearing. We have developed a battery-operated portable A - ABR(automated auditory brain stem response) system that automatically detects hearing impairment for neonates or infants in a nursery room, as well as in a sound-proof room. We partially validated the accuracy of the system in five normal-hearing adults.

  • PDF

Metalinguistic Awareness in Children with Specific Language Impairment

  • Lee, Yoon-Kyoung
    • 음성과학
    • /
    • 제12권1호
    • /
    • pp.15-25
    • /
    • 2005
  • The purpose of the present study was to investigate the characteristics of metalinguistic awareness of children with specific language impairment. Forty-five children participated in this study; 15 children with specific language impairment (SLI group) whose range of the language age was 4;6-6;6, 15 normal children chronological age matched (CA controls) and 15 normal children language age matched with the SLI group (CA controls). A metalinguistic task involving the identification and revision of syntactic, semantic, and phonologic errors was used. The SLI group performed significantly poorer than CA controls as well as LA controls in identifying and correcting error sentences, especially sentences with syntactic error. These results revealed the relation between language problems of children with SLI and metalinguistic abilities.

  • PDF