• 제목/요약/키워드: Sound spectrum

검색결과 305건 처리시간 0.027초

주파수 영역의 통계적 특징과 인공신경망을 이용한 기계가공의 사운드 모니터링 시스템 (Sound Monitoring System of Machining using the Statistical Features of Frequency Domain and Artificial Neural Network)

  • 이경민;칼렙;이석환;권기룡
    • 한국멀티미디어학회논문지
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    • 제21권8호
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    • pp.837-848
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    • 2018
  • Monitoring technology of machining has a long history since unmanned machining was introduced. Despite the long history, many researchers have presented new approaches continuously in this area. Sound based machine fault diagnosis is the process consisting of detecting automatically the damages that affect the machines by analyzing the sounds they produce during their operating time. The collected sound is corrupted by the surrounding work environment. Therefore, the most important part of the diagnosis is to find hidden elements inside the data that can represent the error pattern. This paper presents a feature extraction methodology that combines various digital signal processing and pattern recognition methods for the analysis of the sounds produced by tools. The magnitude spectrum of the sound is extracted using the Fourier analysis and the band-pass filter is applied to further characterize the data. Statistical functions are also used as input to the nonlinear classifier for the final response. The results prove that the proposed feature extraction method accurately captures the hidden patterns of the sound generated by the tool, unlike the conventional features. Therefore, it is shown that the proposed method can be applied to a sound based automatic diagnosis system.

서브밴드 필터 뱅크를 이용한 강인한 음원 추적시스템에 대한 연구 (A Study on the Robust Sound Localization System Using Subband Filter Bank)

  • 박규식;박재현;온승엽;오상헌
    • 한국음향학회지
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    • 제20권1호
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    • pp.36-42
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    • 2001
  • 본 연구는 폐쇄된 사무 공간상에서 2개의 마이크로폰을 이용하여 임의의 위치에서 발생한 음성 및 음향의 방향성 (방향각)을 추적하는 새로운 알고리듬을 제안한다. 본 논문에서 제안한 Subband CPSP (Cross Power Spectrum Phase) 알고리듬은 기존의 CPSP 알고리듬을 개선한 것으로서, 마이크로폰에 수신된 2개의 입력 신호에 대해 서브밴드 필터 뱅크를 이 용하여 대역 분할하고 각 서브밴드 대역에서 구해지는 대역별 CPSP 결과의 평균값을 제공한다. 이러한 주파수 대역 분할방식은 잡음의 영향을 각 대역으로 한정 분산시켜 사무 공간내 잡음의 영향을 각 대역으로 한정하여 음원의 방향각 계산시 발생하는 오차를 최소화할 수 있는 보다 강인하고 정확한 음원 추적 시스템을 가능하게 한다. 제안된 알고리듬의 성능을 입증하기 위해 기존의 CPSP 와 Subband CPSP 알고리듬의 실시간 음원 추적 실험을 수행하였으며, 실험 결과 제안된 Subband CPSP가 CPSP에 비해 평균 5% 이상의 성능 향상을 가져옴을 확인할 수 있었다.

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다수의 음원을 사용한 공간의 소리 제어 방법론 (Spatial Manipulation of Sound using Multiple Sources)

  • 최정우;김양한;박영진
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 추계학술대회논문집
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    • pp.620-628
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    • 2005
  • Spatial control of sound is essential to deliver better sound to the listener's position in space. As it can be experienced in many listening environments, the quality of sound can not be manifested over every position in a hall. This motivates us to control sound in a region we select. The primary focus of the developed method has to do with the brightness and contrast of acoustic image in space. In particular, the acoustic brightness control seeks a way to increase loudness of sound over a chosen area, and the contrast control aims to enhance loudness difference between two neighboring regions. This enables us to make two different kinds of zone - the zone of quiet and the zone of loud sound - at the same time. The other perspective of this study is on the direction of sound. It is shown that we can control the direction of perceived sound source by focusing acoustic energy in wavenumber domain. To begin with, the proposed approaches are formulated for pure-tone case. Then the control methods are extended to a more general case, where the excitation signal has broadband spectrum. In order to control the broadband signal in time domain, an inverse filter design problem is defined and solved in frequency domain. Numerical and experimental results obtained in various conditions certainly validate that the acoustic brightness, acoustic contrast, direction of wave front can be manipulated for some finite region in space and time.

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파수영역매칭을 통한 링 형상의 음향집적공간 형성 (Ring-shaped Sound Focusing using Wavenumber Domain Matching)

  • 박진영;김양한
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2006년도 추계학술대회논문집
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    • pp.506-509
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    • 2006
  • Shaped Sound Focusing is defined as the generation of acoustically bright shape in space using multiple sources. The acoustically bright shape is a spatially focused region with relatively high acoustic potential energy level. In view of the energy transfer, acoustical focusing is essential because acoustic energy is very small to use other type of energy. Practically, focused sound shape control not a point is meaningful because there are so many needs to enlarge the focal region especially in clinical uses and others. If focused sound shape can be controlled, it offers various kinds of solutions for clinical uses and others because a regional focusing is essentially needed to reduce a treatment time and enhance the performance of transducers. For making the shaped-sound field, control variables, such as a number of sources, excitation frequency, source positioning, etc., should be taken according to geometrical sound shape. To verify these relations between them, wavenumber domain matching method is suggested because wavenumber spectrum can provide the information of control variables of sources. In this paper, the procedures of shaped sound focusing using wavenumber domain matching and relations between control variables and geometrical sound shape are covered in case of an acoustical ring.

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기계판막치환후의 판막음에 대한 연구 (Physical Analysis of the Prosthetic Valve Sound)

  • 조범구
    • Journal of Chest Surgery
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    • 제22권4호
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    • pp.589-593
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    • 1989
  • The frequency spectrum of the metallic closing sound and its loudness were measured by non invasive techniques in 66 patients. They had examined a total of 7 Carbomedics valve, 10 Duromedics valve, 11 St. Jude heart valve in mitral position and 8 Carbomedics, 10 Duromedics, 20 St. Jude heart valve prostheses functioning normally in aortic position. Statistical comparison of the loudness from sound produced by the three valves in each position, the following; The Carbomedics valve has the lowest average loudness, followed by the St. Jude medical valve, and finally the Edward Duromedics valve. And we analysis the changing factor of the loudness of valve sound, only the velocity of the flow through the valve influenced to the valve sound.

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FM 방식의 디지털 악기음 합성을 위한 소프트웨어 시뮬레이터 및 파라미터 추출 알고리즘 개발 (Development of Parameter Extraction Algorithm and Software Simulator For a Digital Music FM Synthesis)

  • Joon Yul Joo
    • 전자공학회논문지B
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    • 제31B권3호
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    • pp.24-38
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    • 1994
  • In this paper we develop the software simulator written in a C language for a frequency modulation synthesis and the approximate range of parameters, for a musically satisfactory timbre, obtained by using the software simulator will be applied to develop an algorithm for parameter extraction. For a frequency modulation synthesis, we also develop an algorithm for parameter extraction through waveform analysis in the time domain as well as spectrum analysis using a FFT in the frequency domain. To verify the validity of the developed algorithm as well as software simulator experimentally, we extract parameters for the several music instruments using the suggested algorithm and analyze the synthesized sound by applying the parameters to the software simulator. The evaluation of the synthesized sound is first done by listening the sound directly as a subjective testing. Secondly, to evaluate the synthesized sound objectively with an engineering sense, we compare the synthesized sound with an original one in a time domain and a frequency domain.

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전력선을 이용한 음성전달 시스템 개발 (Development of Sound Transmitting System using Power Line)

  • 반용준;강민우;구경완;이명섭;한상옥
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2002년도 하계학술대회 논문집 Vol.3 No.2
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    • pp.1075-1079
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    • 2002
  • This paper presents a result of sound transmitting system with power line communication technique, Sound transmitting system is a transmitter which transmits modulated audio signal to power to power line and receiver which is capable of detesting it with earphone or speaker. It has been evaluated with the frequency characteristics and spectrum analysis. And, from the result of evaluation on the developed system, we confirm the superior sound transmitting characteristics, and the possibility of application on a language laboratory.

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난류 경계층에서 컴플라이언트 코팅과 점탄성 벽면의 방사 소음에 관한 실험적 연구 (Radiated Sound from Compliant and Viscoelastic Plates in a Turbulent Boundary Layer)

  • 이승배;이창준;권오섭;전우평
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2002년도 학술대회지
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    • pp.779-782
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    • 2002
  • We examine the problem in which porous/viscoelastic compliant thin plates are subject to pressure fluctuations under transitional or turbulent boundary layer. Measurements are presented of the frequency spectra of the near-field pressure and radiated sound by compliant surface. A porous plate consisting of 5mm thick, open-cell foam with fabric covering and a viscoelastic painted plate of 1mm thick over an acoustic board of 4m thick were placed over a rigid surface in an anechoic wind tunnel. Streamwise velocity and wall pressure measurements were shown to highly attenuate the convective wall pressure energy when the convective wavenumber ($k_{ch}$) was 3.0 or more. The sound source localization on the compliant walls is applied to the measurement of radiated sound by using an acoustic mirror system.

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FM 방식을 이용한 디지탈 악기음 합성기의 구현 (Realization of Digital Music Synthesizer Using a Frequency Modulation)

  • 주세철;김진범;김기두
    • 전자공학회논문지B
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    • 제32B권7호
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    • pp.1025-1035
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    • 1995
  • In this paper, we realize a real time digital FM synthesizer based on genetic algorithm using a general purpose digital signal processor. Especially, we synthesize diverse music sounds nicely using a synthesis model consisting of a single modulator and multiple carriers. Also we present genetic algorithm-based technique which determines optimal parameters for reconstruction through FM synthesis of a sound after analyzing the spectrum of PCM data as a standard music sound using FFT. Using the suggested parameter extractiuon algorithm, we extract parameters of several instruments and then synthesize digital FM sounds. To verify the validity of the parameter extraction algorithm as well as realization of a real time digital music synthesizer, the evaluation is first done by listening the sound directly as subjective test. Secondly, to evaluate the synthesized sound objectively with an engineering sense, we compare the synthesized sound with an original one in a time domain and a frequency domain.

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전력선을 이용한 음향전달 시스템의 구성 및 특성 분석 (Analysis of Sound Transmitting System using Power line Communication Technique)

  • 김호수;이명섭;구경완;한상옥
    • 조명전기설비학회논문지
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    • 제18권3호
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    • pp.128-134
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    • 2004
  • 본 연구에서는 전력선통신 기술을 이용하여 전송주파수에 음성신호를 변조한 후 전력선으로 전송하고 전력선으로부터 수신 및 복조하여 변조된 음성신호를 검출하는 음향전달 시스템을 제작하였다. 제작된 시스템으로부터 변복조 및 주파수 특성을 분석하여, 어학실습 교육을 위한 용도로서의 활용 가능성을 평가하였다. 그 결과 전달된 음향 신호가 최적상태는 아니지만 어학실습 교육용으로 청취하기에 충분한 수준으로 판단되었다.