• 제목/요약/키워드: frequency training

검색결과 1,130건 처리시간 0.028초

깊은 신경망 특징 기반 화자 검증 시스템의 성능 비교 (Performance Comparison of Deep Feature Based Speaker Verification Systems)

  • 김대현;성우경;김홍국
    • 말소리와 음성과학
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    • 제7권4호
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    • pp.9-16
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    • 2015
  • In this paper, several experiments are performed according to deep neural network (DNN) based features for the performance comparison of speaker verification (SV) systems. To this end, input features for a DNN, such as mel-frequency cepstral coefficient (MFCC), linear-frequency cepstral coefficient (LFCC), and perceptual linear prediction (PLP), are first compared in a view of the SV performance. After that, the effect of a DNN training method and a structure of hidden layers of DNNs on the SV performance is investigated depending on the type of features. The performance of an SV system is then evaluated on the basis of I-vector or probabilistic linear discriminant analysis (PLDA) scoring method. It is shown from SV experiments that a tandem feature of DNN bottleneck feature and MFCC feature gives the best performance when DNNs are configured using a rectangular type of hidden layers and trained with a supervised training method.

LEARNING-BASED SUPER-RESOLUTION USING A MULTI-RESOLUTION WAVELET APPROACH

  • Kim, Chang-Hyun;Choi, Kyu-Ha;Hwang, Kyu-Young;Ra, Jong-Beom
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2009년도 IWAIT
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    • pp.254-257
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    • 2009
  • In this paper, we propose a learning-based super-resolution algorithm. In the proposed algorithm, a multi-resolution wavelet approach is adopted to perform the synthesis of local high-frequency features. To obtain a high-resolution image, wavelet coefficients of two dominant LH- and HL-bands are estimated based on wavelet frames. In order to prepare more efficient training sets, the proposed algorithm utilizes the LH-band and transposed HL-band. The training sets are then used for the estimation of wavelet coefficients for both LH- and HL-bands. Using the estimated high frequency bands, a high resolution image is reconstructed via the wavelet transform. Experimental results demonstrate that the proposed scheme can synthesize high-quality images.

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음정 교정을 위한 실시간 Pitch Tracer의 개발 (Development of Real Time Pitch Tracer for Training of Musical Tune)

  • 정영철;최두일;조우연
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 합동 추계학술대회 논문집 정보 및 제어부문
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    • pp.529-532
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    • 2002
  • This research treated development of real time pitch tracer for training of musical tune of speech signal and pre-processing and post-processing technics were proposed to get higher accuracy in extraction of pitch. Autocorrelation Function was used to get pitch frequency from 64Hz to 980Hz in real time. Half Rectifier method and Envelop extraction method as a pre-processing was used to get higher accuracy in pitch detection, and improved results were obtained on noised speech signal. Post-processing method using periodicity of Autocorrelation was proposed to get higher accuracy in the high frequency region.

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초등학교학생의 안전의식 실태분석 연구 - 6학년 학생들을 중심으로 - (Analysis of Safety Consciousness 6th year in Elementary school)

  • 한현상;손기상
    • 대한안전경영과학회지
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    • 제13권1호
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    • pp.59-68
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    • 2011
  • This study is to find out how much elementary school members have their consciousness against safety in their school. Simple questionnaire 1206 sheets have been distributed to the members and additional interview with teachers to take care of them. Statistically, frequency, and correlation analysis have been made and chi-test has also been made for data reliability. The results of these have been summarized as running on corridor with 53.4% in school safety, warming up exercise 45.2% in leisure safety, evacuation form classroom with 2.4% in fire safety, crossing around just in fromt or rear of vehicle with 61.2% in transportation safety. It is thought that safety training should be provided to more for man than for girl pupils and also, safety consciousness should be improved than all the other area.

Dynamic instability and free vibration behavior of three-layered soft-cored sandwich beams on nonlinear elastic foundations

  • Asgari, Gholamreza;Payganeh, Gholamhassan;Fard, Keramat Malekzadeh
    • Structural Engineering and Mechanics
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    • 제72권4호
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    • pp.525-540
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    • 2019
  • The purpose of the present work was to study the dynamic instability of a three-layered, symmetric sandwich beam subjected to a periodic axial load resting on nonlinear elastic foundation. A higher-order theory was used for analysis of sandwich beams with soft core on elastic foundations. In the higher-order theory, the Reddy's third-order theory was used for the face sheets and quadratic and cubic functions were assumed for transverse and in-plane displacements of the core, respectively. The elastic foundation was modeled as nonlinear's type. The dynamic instability regions and free vibration were investigated for simply supported conditions by Bolotin's method. The results showed that the responses of the dynamic instability of the system were influenced by the excitation frequency, the coefficients of foundation, the core thickness, the dynamic and static load factor. Comparison of the present results with the published results in the literature for the special case confirmed the accuracy of the proposed theory.

Effects of Individualized Intensive Physical Therapy for a Child with MECP2 Duplication Syndrome: A Case Study

  • Chang-Ho Kim
    • 대한물리의학회지
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    • 제18권4호
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    • pp.29-35
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    • 2023
  • PURPOSE: High-intensity physical therapy may help improve some gross motor developmental delays through an increased treatment frequency. This study describes an increase in physical therapy frequency and intensity over an eight-week time frame for a child with a rare genetic neurodevelopmental disorder. METHODS: A single-subject research was performed. The subject was a nine-year-old boy with MECP2 Duplication Syndrome. The outcome measure consisted of one time before and after the intervention. An intensive physical therapy program was applied to this subject. The treatments included reciprocal crawling, high kneeling, tailor sitting, weight-bearing and shifting training to facilitate ankle balance strategies and training to walk without assistance. RESULTS: After the eight-week follow-up, the child achieved a gradual improvement in the gross motor function measures, and the mother reported that the child frequently engaged in tailor sitting and independently walking. CONCLUSION: This case study highlights that intensive physical therapy improved the overall motor function of a child with MECP2 duplication syndrome.

만성 뇌졸중 환자에게 측방 보행 훈련이 균형과 보행에 미치는 영향 (Effects on Balance and Gait for Chronic Stroke Patients with Side Walking Training)

  • 김인섭;전승재;이건철;안병욱
    • 대한통합의학회지
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    • 제1권1호
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    • pp.1-9
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    • 2013
  • Purpose : The purpose of this study is to investigate the impact on the ability to walk, balance after side walking training of hemiplegic patients caused by stroke. Method : The subjects were training before stroke onset whether more than one year elapsed 15 patients with chronic stroke patients, and Berg balance scale(BBS) and Timed up and go test(TUG), Functional reaching test(FRT), 20m walking time 200m walking time were measured and recorded. Training period, a total of three weeks, and training frequency circuit training times 10 minutes per training, 5-minute break, the 10-minute training total 25-minute training was conducted. Gait line of 3m to be based on the patient's side walking, and the risk of falling compared to the presence of the experimenter trained under was carried out. Result : 1. TUG, 2. 20m walking time, 3. 200m walking time 4. FRT, 5. All showed significant improvement in BBS. Judging from the results, the side walking training conducted three weeks due to chronic stroke hemiplegic patient's ability to balance and showed a positive effect on the improvement of walking ability. Conclusion : Accordingly, it was more effective to train hemiplegic patients with chronic stroke on side walking.

메타분석을 통한 학교 체육에서의 심상훈련 효과 분석 (Analysis on the Effects of Image Training in School Physical Education Using Meta-Analysis)

  • 김의재;강현욱
    • 한국응용과학기술학회지
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    • 제36권4호
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    • pp.1041-1049
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    • 2019
  • 이 연구는 학교 체육 현장에서 적용한 심상훈련의 효과가 어느 수준인지 살펴보고, 그 효과에 영향을 미치는 변인을 파악하는데 목적이 있다. 이와 같은 연구 목적을 달성하기 위해 1995년부터 2018년까지 학교 체육 현장에서 심상훈련의 효과성을 검증한 선행연구 10편을 메타분석 대상으로 선정하였다. 이 연구의 주요 결과를 제시하면 다음과 같다. 첫째, 학교 체육에서의 심상훈련 전체효과크기는 큰 효과 크기(Cohen, 1988)를 나타내었다. 둘째, 종속변인에 대한 효과크기는 운동기능에서 상대적으로 크게 나타났다. 셋째, 조절변인에 대한 효과크기 분석 결과, 운동 학습의 유형, 연령, 성별, 훈련 기간, 훈련 빈도, 훈련 시간은 심상훈련의 효과를 조절하는 주요 변인으로 나타났다. 이러한 연구결과를 토대로 학교 체육 현장에서 심상훈련을 효율적으로 적용하기 위한 시사점과 후속 연구의 방향성을 제안하였다.

영양교사의 전문성 증진을 위한 직무연수에 관한 연구 - 경북지역 중심으로 - (Study on Job Training for Specialty Enhancement of School Nutrition Teachers - In Gyeongbuk Area -)

  • 박경숙;조성희
    • 대한영양사협회학술지
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    • 제17권4호
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    • pp.403-415
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    • 2011
  • The present study was performed to evaluate the job training needs of school nutrition teachers in order to enhance their specialty. Three hundred and forty questionnaires were distributed to school nutrition teachers working at primary and high schools in the Gyeongbuk area while 45 were distributed to professors during 2010~2011. Three hundred and two questionnaires from school nutrition teachers and 33 from professors were returned and analyzed. The rate of teachers practicing nutrition education was 54%, and the educational content was obtained mainly from the internet. The top three problems the teachers encountered were 'lack of standardized educational materials', 'inexperience of teaching', and 'insufficiency of expert knowledge'. The teachers recognized 'training program' as the best solution. However, the job training program operated immediately after teachers were appointed scored only 3.03 out of 5.00. Important contents of the training program ranked highly by the teachers were 'development of education materials', 'nutrition counseling', and 'teaching method'. The professors included 'expert knowledge' in their top three contents. Both the teachers and professors agreed to increase the frequency of 'practice' in training methods. Other factors the teachers considered to be important were high quality, diversity, ability of the instructor, training cycle, and the institution in charge. From these results, it can be concluded that efficient job training programs are needed for school nutrition teachers according to the importance of the education contents and training methods. It is therefore suggested that a cooperation committee be composed of an educator, educatee, and related personal in a local education office in order to operate the program.

실습선 승선실습 만족이 해기 교육생의 진로 동기에 미치는 영향 (The effect of satisfaction for on-board training on the training ship to the career motivation)

  • 안종갑;박유진;정유진;안영수
    • 수산해양기술연구
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    • 제58권1호
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    • pp.85-93
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    • 2022
  • In this study, we investigated how satisfaction with on-board training had an effect on career motivation of the trainees. For this purpose, satisfaction for on-board training and career motivation were used as variables. Satisfaction for on-board training were classified into education, environment and operation, and then measurement items were composed. Career motivation consisted of career identity, career insight and career resilience. To establish and test nine hypotheses, a questionnaire survey was conducted by 57 trainees who participated in the Gyeongsang National University on-board sailing training in 2021. To analyze the questionnaire responses, frequency analysis, factor analysis, multiple regression analysis and paired sample t-test were used. As a result of factor analysis, six factors for satisfaction for on-board training were derived. Among the factors, it was analyzed that satisfaction with assignments, the satisfaction with accommodation, and the satisfaction with the adequate condition of facilities and equipment had a significant effect on career motivation. In addition, it was found that career motivation significantly increased through on-board training as a result of comparing the difference between the averages of career motivation before and after on-board training.