• Title/Summary/Keyword: Audio Analysis

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Performance analysis of audio super-resolution based on neural networks (신경망 기반 오디오 초 해상도 기술 성능 분석)

  • Lim, Wootaek;Beack, Seungkwon;Sung, Jongmo;Lee, Taejin
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2020.07a
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    • pp.337-339
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    • 2020
  • 오디오 초 해상도 기술은 저 해상도의 오디오 신호를 이용하여 고 해상도의 오디오를 복원 또는 생성해 내는 기술이다. 본 기술 분야는 기존에 주파수 대역 확장, 인공 대역 확장 기술 등으로 연구되었으나, 최근 딥러닝 기술의 발전, 이미지 초 해상도 기술 연구 등에 힘입어 오디오 초 해상도 기술 이라는 이름으로 주로 연구되고 있다. 본 논문에서는 이러한 오디오 초 해상도 기술에 연구 동향에 대하여 설명하고, 기존의 논문 들에서 주로 다루고 있는 음성 데이터 베이스가 아닌 MedleyDB 음악 데이터 베이스를 활용하여 실험을 수행하였다. 실험은 4-폴드 교차 검증을 통해 수행되었으며, 실험 결과 제안하는 컨벌루션 신경망 구조 기반 오디오 초 해상도 기술은 입력 저해상도 오디오 대비 SNR 이 3.41 dB 향상됨을 확인하였다.

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Effects of Distance Education via Synchronous Video Conferencing on Attitude Changes of Korean and Japanese Students

  • LEE, Sangsoo
    • Educational Technology International
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    • v.10 no.2
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    • pp.107-125
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    • 2009
  • This study seeks to prove three points through the research. The first point is to examine the changes of international attitudes with actual experiences using synchronous international distance learning. The second point is to examine the effectiveness of a synchronous international distance system. And the final point is to compare international attitudes among middle school and undergraduate school students in Korea and Japan. The study used the DVTS for audio and video communication tools and automatic translating chat as a text communication tool. This combination of communication tools was very effective for students from both countries to communicate for international collaborative learning activities. The study found several interesting patterns of attitude change from the results of the study. For whole category analysis, there are positive changes in four categories of international attitudes: consciousness to foreign countries, consideration for other's viewpoints, motivation for international education, and recognition for the counterpart country. However, there was no change in the nationality category.

Nurses Experience of Caring for Dying Patients in Hospitals (임종환자를 돌보는 병원간호사의 경험: 감정에 충실하면서 자신 추스르기)

  • 이명선
    • Journal of Korean Academy of Nursing
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    • v.33 no.5
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    • pp.553-561
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    • 2003
  • Purpose: To develop a substantive theory that represents hospital nurses' experience on caring for dying patients. Method: Grounded theory method guided the data collection and analysis. A purposeful sample of 15 hospital nurses participated during the period of 2001-2002. The data were collected by semi-structured individual interviews. All interviews were audio taped and transcribed verbatim. Constant comparative analysis was employed to analyze the data. Result: 'Putting oneself into shape while being faithful to feelings and emotions' emerged as the basic social-psychological process. Three different phases were identified: being faithful to own feelings and behaviors; putting oneself into shape; and mourning death. The first phase includes the categories of 'establishing trust relationships' and 'sympathizing with dying patients and their family members.' The second phase consists of 'controlling feelings,' 'adjusting ethical conflicts,' and 'providing best patient-care,' and 'helping family accept the jeath.' And the third phase consists of 'overcoming sadness' and 'releasing other negative feelings.' Conclusion: The result of this study will help health professionals develop efficient support programs that support nurses caring for dying patients in hospitals. Further study needs to be done to verify findings.

Development of deep-seated geothermal energy in the Pohang area, Korea (경북 포항지역에서의 심부 지열수자원 개발 사례)

  • Song, Yoonho;Lee, Tae-Jong;Kim, Hyoung-Chan
    • 한국신재생에너지학회:학술대회논문집
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    • 2005.06a
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    • pp.693-696
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    • 2005
  • KIGAM (Korea Institute of Geoscience and Mineral Resources) launched a new project to develop the low-temperature geothermal water in the area showing high geothermal anomaly, north of Pohang city, for large-scale space heating. Surface geologic and geophysical surveys including Landsat 1M image analysis, gravity, magnetic, Magnetotelluric (MT) and controlled-source audio-frequency MT (CSAMT), and self-potential (SP) methods have been conducted and the possible fracture zone was found that would serve as deeply connected geothermal water conduit. In 2004, two test wells of 1.1km and 1.5km depths have been drilled and various kinds of borehole survey including geophysical logging, pumping test, SP monitoring, core logging and sample analysis have followed. Temperature of geothermal water at the bottom of 1.5km borehole reached over $70^{\circ}C$ and the pumping test showed that the reservoir contained huge amount of geothermal water. Drilling for the production well of 2 km depth is on going. After test utilization and the feasibility study, geothermal water developed from the production well is going to be provided to nearby apartments.

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Impedance-based Long-term Structural Health Monitoring for Tidal Current Power Plant Structure in Noisy Environments (잡음 환경 하에서의 전기-역학적 임피던스 기반 조류발전 구조물의 장기 건전성 모니터링)

  • Min, Ji-Young;Shim, Hyo-Jin;Yun, Chung-Bang;Yi, Jin-Hak
    • Journal of Ocean Engineering and Technology
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    • v.25 no.4
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    • pp.59-65
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    • 2011
  • In structural health monitoring (SHM) using electro-mechanical impedance signatures, it is a critical issue for extremely large structures to extract the best damage diagnosis results, while minimizing unknown environmental effects, including temperature, humidity, and acoustic vibration. If the impedance signatures fluctuate because of these factors, these fluctuations should be eliminated because they might hide the characteristics of the host structural damages. This paper presents a long-term SHM technique under an unknown noisy environment for tidal current power plant structures. The obtained impedance signatures contained significant variations during the measurements, especially in the audio frequency range. To eliminate these variations, a continuous principal component analysis was applied, and the results were compared with the conventional approach using the RMSD (Root Mean Square Deviation) and CC (Cross-correlation Coefficient) damage indices. Finally, it was found that this approach could be effectively used for long-term SHM in noisy environments.

The Lived Experience of Patients with Heart Transplantation: A Phenomenological Study (심장이식환자의 체험: 현상학적 연구)

  • Hwang, Younghui;Yi, Myungsun
    • Journal of Korean Academy of Nursing
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    • v.47 no.1
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    • pp.110-120
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    • 2017
  • Purpose: The purpose of this study was to describe the lived experience of patients with heart transplantation in Korea. Methods: Individual indepth interviews and a focus group interview were used to collect the data from nine patients who had heart transplantations in 2015. All interviews were audio-taped and verbatim transcripts were made for the analysis. Data were analyzed using Colaizzi's phenomenological method. Results: Among the nine participants, eight were men. Mean age was 57.30 years. Six theme clusters emerged from the analysis. 'Joy of rebirth obtained by good luck' describes the pleasure and expectation of new life after narrow survival. 'Suffering from adverse drug effects' illustrates various psychosocial difficulties, such as low self-esteem, helplessness, alienation, and burnout, arising from the side effects of medications. 'Body and mind of being bewildered' illustrates disintegrated health and haunting fear of death. 'Alienation disconnected with society' describes isolated feeling of existence due to misunderstandings from society. 'Suffering overcome with gratitude and responsibility' includes overcoming experience through various social supports and suitable jobs. Finally, 'acceptance of suffering accompanied with new heart' illustrate changed perspective of life itself. Conclusion: The findings in this study provide deep understanding and insights of the lived experience of heart related illness for these patients and should help in the development of tailored-interventions for patients with heart transplantation.

Computer-Based Testing and Construction of an Item Bank Database for Medical Education in Korea (의학교육에서 컴퓨터바탕검사와 문항은행 데이터베이스 구축)

  • Huh, Sun
    • Korean Medical Education Review
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    • v.16 no.1
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    • pp.11-15
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    • 2014
  • A number of medical schools in Korea have been using computer-based testing (CBT) for evaluating their students' scientific and/or clinical performance since the early 1990s. Introducing CBT to medical education would have several advantages: first, presenting figures and audio-video files of clinical content is simple with CBT, making it possible to evaluate medical students' competency with navigating more realistic clinical situations at minimum cost; second, CBT enables automatic item analysis and score reporting. To establish CBT, constructing an item bank with item parameters such as difficulty or discriminating parameters will be needed. To select more psychometrically sound items, analysis of the items according to item response theory is necessary. CBT has already been introduced in high stakes tests like the United States Medical Licensing Examination and the Medical Council of Canada Qualifying Examination. The National Health Personnel Examination Board in Korea is also planning to introduce a CBT-based version of the National Medical Examination soon. Thus all medical schools in Korea will need to introduce CBT and construct item banks to prepare their students for their licensing examinations and to measure the students' competency more accurately.

Classification of Korean Traditional Musical Instruments Using Feature Functions and k-nearest Neighbor Algorithm (특성함수 및 k-최근접이웃 알고리즘을 이용한 국악기 분류)

  • Kim Seok-Ho;Kwak Kyung-Sup;Kim Jae-Chun
    • Journal of Korea Multimedia Society
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    • v.9 no.3
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    • pp.279-286
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    • 2006
  • Classification method used in this paper is applied for the first time to Korean traditional music. Among the frequency distribution vectors, average peak value is suggested and proved effective comparing to previous classification success rate. Mean, variance, spectral centroid, average peak value and ZCR are used to classify Korean traditional musical instruments. To achieve Korean traditional instruments automatic classification, Spectral analysis is used. For the spectral domain, Various functions are introduced to extract features from the data files. k-NN classification algorithm is applied to experiments. Taegum, gayagum and violin are classified in accuracy of 94.44% which is higher than previous success rate 87%.

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Stress Detection and Classification of Laying Hens by Sound Analysis

  • Lee, Jonguk;Noh, Byeongjoon;Jang, Suin;Park, Daihee;Chung, Yongwha;Chang, Hong-Hee
    • Asian-Australasian Journal of Animal Sciences
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    • v.28 no.4
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    • pp.592-598
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    • 2015
  • Stress adversely affects the wellbeing of commercial chickens, and comes with an economic cost to the industry that cannot be ignored. In this paper, we first develop an inexpensive and non-invasive, automatic online-monitoring prototype that uses sound data to notify producers of a stressful situation in a commercial poultry facility. The proposed system is structured hierarchically with three binary-classifier support vector machines. First, it selects an optimal acoustic feature subset from the sound emitted by the laying hens. The detection and classification module detects the stress from changes in the sound and classifies it into subsidiary sound types, such as physical stress from changes in temperature, and mental stress from fear. Finally, an experimental evaluation was performed using real sound data from an audio-surveillance system. The accuracy in detecting stress approached 96.2%, and the classification model was validated, confirming that the average classification accuracy was 96.7%, and that its recall and precision measures were satisfactory.

A Phenomenological Study on Illness Experience of Patients with Pressure Ulcer (욕창 환자들의 질병 체험에 관한 현상학적 연구)

  • Yoo, Misoo;Yi, Myungsun
    • Korean Journal of Adult Nursing
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    • v.27 no.5
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    • pp.515-526
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    • 2015
  • Purpose: The purpose of this study was to describe the illness experience of patients with pressure ulcer. Methods: A phenomenological methodology was used for the study. The data were collected by individual in-depth interview with seven participants with pressure ulcer during 2013~2014. All interviews were audio-taped and verbatim transcripts were made for the analysis. The data were analyzed using Colaizzi's phenomenological method. Results: All participants had underlying disease, such as spinal paralysis and diabetes. Average period of having pressure ulcer was 18 months, ranged from 3 to 36 months. A total of seven theme clusters were derived from the analysis; unexpected wound, inherent vulnerability to infection, reversal of the treatment policy, unpleasant and strange feeling of wound, sweeping fear and helplessness, socioeconomic burden, and healing through specific actions and reflection. The participants faced various contradictory and paradoxical situations in managing their pressure ulcers as well as underlying diseases in their everyday life. However, they slowly overcome these situations by strictly practicing concrete action-oriented strategies that they have learned through suffering and appreciating miraculous wound healing. Conclusion: The results of this study can help developing a patient-specific intervention program with sufficient emotional support by providing insights of the paradoxical illness experience of patients with pressure ulcer.