• Title/Summary/Keyword: 소리 분류

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Real-time Laying Hens Sound Analysis System using MFCC Feature Vectors

  • Jeon, Heung Seok;Na, Deayoung
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.3
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    • pp.127-135
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    • 2021
  • Raising large numbers of animals in very narrow environments such as laying hens house can be very damaged from small environmental change. Previously researched about laying hens sound analysis system has a problem for applying to the laying hens house because considering only the limited situation of laying hens house. In this paper, to solve the problem, we propose a new laying hens sound analysis model using MFCC feature vector. This model can detect 7 situations that occur in actual laying hens house through 9 kinds of laying hens sound analysis. As a result of the performance evaluation of the proposed laying hens sound analysis model, the average AUC was 0.93, which is about 43% higher than that of the frequency feature analysis method.

Fault Diagnosis Method for Automatic Machine Using Artificial Neutral Network Based on DWT Power Spectral Density (인공신경망을 이용한 DWT 전력스펙트럼 밀도 기반 자동화 기계 고장 진단 기법)

  • Kang, Kyung-Won
    • Journal of the Institute of Convergence Signal Processing
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    • v.20 no.2
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    • pp.78-83
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    • 2019
  • Sounds based machine fault diagnosis recovers all the studies that aim to detect automatically abnormal sound on machines using the acoustic emission by these machines. Conventional methods that use mathematical models have been found inaccurate because of the complexity of the industry machinery systems and the obvious existence of nonlinear factors such as noises. Therefore, any fault diagnosis issue can be treated as a pattern recognition problem. We propose here an automatic fault diagnosis method of hand drills using discrete wavelet transform(DWT) and pattern recognition techniques such as artificial neural networks(ANN). We first conduct a filtering analysis based on DWT. The power spectral density(PSD) is performed on the wavelet subband except for the highest and lowest low frequency subband. The PSD of the wavelet coefficients are extracted as our features for classifier based on ANN the pattern recognition part. The results show that the proposed method can be effectively used not only to detect defects but also to various automatic diagnosis system based on sound.

모바일음악콘텐츠 구매의도에 영향을 미치는 요인 연구

  • Yang, Seung-Gyu;Kim, Geon-A;Hwang, Seong-Hun;Lee, Jung-Jeong
    • 한국경영정보학회:학술대회논문집
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    • 2007.06a
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    • pp.926-930
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    • 2007
  • 본 연구는 음악콘텐츠를 생산, 유통, 판매하는 기업의 입장에서 과연 소비자들의 어떤 인지요인들이 모바일음악콘텐츠 상품의 구매의도에 영향을 미치는지에 대해 초점을 맞추었다. 연구모델로는 모바일음악콘텐츠 상품을 정보기술이라는 측면에서 접근하고, 이러한 정보기술의 수용 요인을 추출하기 위하여 기술수형모형 (TAM: Technology Acceptance Model)을 주요 이론적 토대로 하였다. 또한, 구체적인 분석을 위해 모바일음악콘텐츠를 벨소리콘텐츠, 통화연결음콘텐츠, 음악 전곡 다운로드콘텐츠로 유형화하고, 각 분류에서의 구매의도에 영향을 미치는 요인을 분석하고자 온라인과 오프라인에서의 설문을 실시한 결과, 첫째, 회귀분석을 통해 벨소리콘텐츠 구매의도와의 관계를 검증하여 최종 도출된 요인들은 이용경력, 차별성, 편재성, 신뢰성, 보안성, 맞춤성, 사용편의 지각, 유용성 지각으로 나타났다. 둘째, 통화연결음콘텐츠 구매의도와의 관계인 경우 최종 도출된 요인들은 이용경력, 차별성, 편재성, 신뢰성, 보안성, 맞춤성, 사용편의 지각, 유용성 지각으로 나타났다. 셋째, 음악 전곡 다운로드콘텐츠 구매의도와의 관계인 경우 최종 도출된 요인들은 이용경력, 복제가능성, 신뢰성, 맞춤성, 사용편의 지각, 유용성 지각으로 나타났고, 이는 모바일음악콘텐츠의 유형에 따라 소비자의 구매의도에 끼치는 요인에 차이가 있음을 보여주고 특히 이동통신기기 특유의 콘텐츠와 일반음악콘텐츠의 경우 큰 차이를 구매의도와 독립변수간의 관계에서 보여주고 있다.

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Acoustic Characteristics and Timbre Preferences of Korean Bells (한국 범종에 대한 음향 및 선호도 분석)

  • Park, Sang-Ha;Lee, Min-Gu;Hahn, Na-Ra;Sung, Koeng-Mo
    • The Journal of the Acoustical Society of Korea
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    • v.30 no.5
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    • pp.273-280
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    • 2011
  • The sounds of the Korean temple bells, that are located in the various places, were recorded and classified into two groups according to the size of bells. The sound preference was investigated with the subjective listening test on the bells of each group. And the acoustic characteristics of the bells such as the frequency, amplitude, beat period, and 20 dB decay rate of the partials was analyzed. The correlation between the acoustic parameters and timbre preference were analyzed and the acoustic characteristics of highly preferred bell sound were presented.

Bruxism의 치료 -장치를 이용한 치료법을 중심으로-

  • Lee, Gi-Su
    • The Journal of the Korean dental association
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    • v.21 no.4 s.167
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    • pp.293-297
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    • 1983
  • Bruxism이란, 일반적으로 기능이외의 목적으로 상하악 치아를 악물거나 갈음질 하는 것이라고 정의된다. 동일한 상태를 서술하는 용어로 neuralgia traumatica, Karolyi effect, occlusal habit neurosis, parafunction 등이 있으며, 수면중의 이갈음질을 bruxism, 주간의 습관성 이갈음질을 bruxomania로 구분하기로 한다. 또한 centric bruxism과 eccentric bruxism으로 분류하기도 한다. eccentric bruxism은 통상적 의미의 수면중의 bruxism이며, 하악의 측방운동중의 이갈음질이고 뽀드득하는 갈음질 소리를 냄, 저작근육의 긴장도가 증가되어 있으면서 등장성수축을 나타내고, 비중심위의(eccentric) 교합간섭이 주요 유발인자인 반면에 centric bruxism은 중심교합위에서 상하악 치아를 간헐적으로 악무는 것(clenching)은 의미하고 - 지속적으로 악무고 있는 것은 clamping이라고 함.- 주로 주간에 행하며 갈음질소리를 들을 수 없고, 역시 저자근육의 긴장도가 증가되어 있으며 등률성수축을 나타내고, 중심교합위에 근접하여 존재하는 교두간섭이 유발인자이다. bruxism이나 clenching과 부정교합의 관계는 bruxism과 clenching은 부정교합을 야기할 수 있고, 부정교합도 역시 bruxism과 clenching을 유발시키는 작용을 할 수 있는 악순환적 관계이다. 현저한 부정교합을 가지고 있는 bruxism환자의 교정치료는 그 목적이 bruxism의 치료라기보다는 오히려 부정교합의 치료이며 부차적으로 bruxism의 치료를 기대하게 된다. 그러나 bruxism이 장기간 지속되어 치아 및 그 주위조직, 악관절과 신경근계에 심한 손상을 주었을때의 교정치료는 일반적으로 제한을 받을 뿐만아니라 bruxism의 처치에는 거의 무의미한 치료가 될 수 있다. 따라서 거자는 bruxism 환자의 교정치료라는 제목의 원고 청탁을 받았으나 편집위원의 양해아래 장치를 이용한 bruxism의 치료에 관하여 서술하려 한다.

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Handy Robot that Conveys User's Emotion (사용자의 감정을 표현하는 소형 로봇)

  • Kim, Sung-Sik;Kim, Sang-Ho;Park, Jin-Kyu;Han, Chang-Hee;Kim, Wan-Il
    • Journal of the Korean Institute of Intelligent Systems
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    • v.19 no.1
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    • pp.48-53
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    • 2009
  • In this paper, we propose an efficient method of representing human emotions that are conveyed during conversations. In order to develop a robot that comes close to thinking, acting, and expressing like humans, many researches have been conducted. Among these researches, the proposed method is developed based upon 6 emotion identification systems. The proposed method first analyzes conversations between humans, decides an emotion on the basis of the analysis, and represents the emotion by an action, an image, and a sound. We implemented the proposed method using a hand-sized robot.

Performance comparison of lung sound classification using various convolutional neural networks (다양한 합성곱 신경망 방식을 이용한 폐음 분류 방식의 성능 비교)

  • Kim, Gee Yeun;Kim, Hyoung-Gook
    • The Journal of the Acoustical Society of Korea
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    • v.38 no.5
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    • pp.568-573
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    • 2019
  • In the diagnosis of pulmonary diseases, auscultation technique is simpler than the other methods, and lung sounds can be used for predicting the types of pulmonary diseases as well as identifying patients with pulmonary diseases. Therefore, in this paper, we identify patients with pulmonary diseases and classify lung sounds according to their sound characteristics using various convolutional neural networks, and compare the classification performance of each neural network method. First, lung sounds over affected areas of the chest with pulmonary diseases are collected by using a single-channel lung sound recording device, and spectral features are extracted from the collected sounds in time domain and applied to each neural network. As classification methods, we use general, parallel, and residual convolutional neural network, and compare lung sound classification performance of each neural network through experiments.

Vascular Plants Distributed in Baekdudaegan Mountains (Gitdaebaegibong~Mt. Cheonghwasan) (백두대간(깃대배기봉~청화산)에 분포하는 관속식물상)

  • Oh, Hyun-Kyung;You, Ju-Han
    • Korean Journal of Environment and Ecology
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    • v.32 no.1
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    • pp.1-22
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    • 2018
  • The purpose of this study is to provide the baseline data for conservation and management of Korean forest ecosystem by surveying and analyzing the vascular plants distributed from Gitdaebaegibong to Cheonghwasan in Baekdudaegan Mountains. The results are as follows. The numbers of vascular plants in the whole survey section were summarized as 771 taxa including 103 families, 379 genera, 623 species, 4 subspecies, 121 varieties and 23 forms. There were 377 taxa in A-section, 395 taxa in B-section, 278 taxa in C-section, 325 taxa in D-section, 534 taxa in E-section, and 406 taxa in F-section. The rare plants were 32 taxa including Megaleranthis saniculifolia, Rodgersia podophylla, Iris ensata var. spontanea, and Gastrodia elata. In IUCN Red List categories, there were 1 taxon of CR, EN, and DD each, 11 taxa of the VU, and 18 taxa of the LC. The Korean endemic plants were 26 taxa including Asarum versicolor, Clematis fusca var. coreana, Vicia chosenensis, Stewartia pseudocamellia, Carex okamotoi, and Luzula sudetica var. nipponica. The specific plants by floristic region were 143 taxa including 3 taxa of grade V, 12 taxa of grade IV, 41 taxa of grade III, 42 taxa of grade II, and 45 taxa of grade I. The naturalized plants were 41 taxa including Rumex crispus, Ailanthus altissima, Erechtites hieracifolia, Erigeron annuus, and Poa pratensis. The invasive alien plants were 4 taxa including Rumex acetocella, Sicyos angulatus, Ambrosia artemisiifolia, and Aster pilosus. The plants adaptable to climate change were 43 taxa including 14 taxa of endemic plants, 2 taxa of southern plants, and 27 taxa of northern plants.

The Evaluation Structure of Auditory Images on the Streetscapes - The Semantic Issues of Soundscape based on the Students' Fieldwork - (거리경관에 대한 청각적 이미지의 평가구조 - 대학생들의 음풍경 체험을 통한 의미론적 고찰 -)

  • Han Myung-Ho
    • The Journal of the Acoustical Society of Korea
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    • v.24 no.8
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    • pp.481-491
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    • 2005
  • The purpose of this study is to interpret the evaluation structure of auditory images about streetscapes in urban area on the basis of the semantic view of soundscapes. Using the caption evaluation method. which is a new method, from 2001 to 2005, a total of 45 college students participated in a fieldwork to find out the images of sounds while walking on the main streets of Namwon city. It was able get various data which include elements, features, impressions, and preferences about auditory scene. In Namwon city, the elements of the formation of auditory images are classified into natural sound and artificial sound which include machinery sounds, community sounds. and signal sounds. Also, the features of the auditory scene are classified by kind of sound, behavior, condition, character, relationship of circumference and image. Finally, the impression of auditory scene is classified into three categories, which are the emotions of humans, atmosphere of the streets, and the characteristics of the sound itself. From the relationship between auditory scene and estimation, the elements, features and impressions of auditory scene consist of the items which are positive, neutral, and negative images. Also, it was able to grasp the characteristics of auditory image of place or space through the evaluation model of streetscapes in Namwon city.

The Changes of Short-Term Memory and Autonomic Neurocardiac Function after 4-10Hz Sound and Light Stimulation - A Pilot Study - (4-10 Hz 빛과 소리자극 후 단기기억력 및 자율신경심장기능의 변화 - 예비연구 -)

  • Lee, Seung-Hwan;Kim, Jin-Hwan;Park, Joong-Kyu;Lee, Kyung-Uk;Yang, Dae-Hyun;Hong, Keun-Young;Chae, Jeong-Ho
    • Sleep Medicine and Psychophysiology
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    • v.11 no.1
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    • pp.29-36
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    • 2004
  • Objectives: Sound and light (SL) stimulation has been used as a method to induce some useful mental states in the fields of psychology and psychiatry. It is believed that sound and light entrainment device (SLED) has some specific effects through synchronization of EEG in patients who use it. Theta frequency is believed to stimulate deep relaxation and short term memory processing. This study was conducted to evaluate if 4-10 Hz SL stimulation can induce relaxation and improve short term memory function. Methods: Ten medical students with no medical or psychiatric problems participated in this study. Subjects were randomly divided into two groups. One group was applied with real SLED was applied to one group (R group) and pseudo SLED to the other group (P group). The two groups were exposed to SL stimulation with SLED 15 minutes a day for 5 days, and after two days rest the two groups were switched over. The Korean Wechsler Adult Intelligence Scale (K-WAIS), Academic Motivation Tests (AMT), Test Anxiety Scale (TAS), Korean Auditory Verbal Learning Test (K-AVLT), and digit span were used to evaluate short term memory. Spielberger's State-Trait anxiety inventory and heart rate variability (HRV) test were used to evaluate degree of relaxation. Results: Compared with S group, R group showed a significant improvement in K-AVLT and digit span after a single application of SL stimulation. But 5-day long application did not reveal any differences between the two groups. A significant change in HRV was observed in 5-day long application of SL stimulation after being switched over to other SLED. Conclusion: This pilot study suggests that 4-10 Hz SL stimulation has some positive influences on short term memory and relaxation.

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