• 제목/요약/키워드: Spectral enhancement

검색결과 208건 처리시간 0.02초

음성 향상에서 강인한 새로운 선행 SNR 추정 기법에 관한 연구 (A Novel Approach to a Robust A Priori SNR Estimator in Speech Enhancement)

  • 박윤식;장준혁
    • 한국음향학회지
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    • 제25권8호
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    • pp.383-388
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    • 2006
  • 본 논문에서는 잡음 환경에서 단일 마이크로폰의 음성 향상에 대한 새로운 기법을 제시했다. 일반적으로 널리 알려진 스펙트럼 차감법에 근거한 음성 향상 기술은 신호 대 잡음비에 따른 스펙트럼 이득으로 표현된다. 대표적인 Ephraim과 Malah의 decision-directed (DD) 추정치는 잡음 구간에서 효율적으로 뮤지컬 잡음을 제거하지만 음성 구간에서는 이전 프레임의 음성 스펙트럼 성분에 더 큰 비중을 두기 때문에 a priori SNR의 프레임 지연이 발생한다. 따라서 DD에 의해 추정된 a priori SNR이 적용된 잡음 제거 이득은 현재 프레임보다 이전 프레임에 영향을 받으므로 음성 전이 구간에서 잡음 제거 성능을 저하시킨다. 본 논문은 DD의 가중치 파라미터에 Sigmoid Type의 함수를 적용하여 계산적으로는 간단하지만 효과적인 음성 향상 알고리즘을 제안한다. 제안된 접근 방식은 DD의 주요 파라미터인 a priori SNR 지연의 문제점을 해결하면서 뮤지컬 잡음 제거에 우수한 DD의 이점은 유지한다. 제안된 알고리즘의 성능은 다양한 잡음 환경에서 ITU-T P.862 Perceptual Evaluation of Speech Quality (PESQ) 와 Mean Opinion Score (MOS). 그리고 음성 스펙트로그램 (Spectrogram)에 의해 평가했고 기존의 DD의 고정된 가중치 파라미터를 사용했을 때 보다 향상된 결과를 나타내었다.

주파수 영역 블록 LMS 알고리즘을 이용한 잡음이 섞인 음성의 음질개선 (Enhancement of Noisy Speech by Frequency-Domain Block LMS Algorithm)

  • 조동호;은종관
    • 한국음향학회지
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    • 제4권2호
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    • pp.13-25
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    • 1985
  • 광대역 혹은 협대역 잡음이 섞인 음성의 음질을 향상시키기 위하여 빠른 수렴속도를 갖고 잇는 UFBLMS 알고리즘을 음성처리에 응용한다. 광대역 잡음이 섞인 음성인 경우에는, 입력음성의 SNR 이 0 dB에서 10 dB 사이일 때, UFBLMS 알고리즘의 성능이 spectral subtraction 방법이나 Wiener filtering 방법보다도 FWSNR\sub SEG\ 척도로 약 3 dB 더 좋음을 알 수 있다. 협대역 잡음이 섞인 음 성인 경우에는 UFBLMS 알고리즘의 spectral subtraction 방법보다 FWSNR\sub SEG\ 척도로 약 2 dB 정도 성능이 더 좋다. 여러 음질 향상 알고리즘의 계산상의 복잡도와 음질 향상도 및 인식도를 고려해 보면 frequency weighting 기능을 갖고 있는 UFBLMS 알고리즘을 사용하는 것이 바람직함을 알 수 있다.

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OBSERVATIONS AND SPECTRAL ANALYSES OF SOLAR FLARES

  • DING M. D.
    • 천문학회지
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    • 제36권spc1호
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    • pp.49-54
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    • 2003
  • We introduce the two-dimensional spectral observations of solar flares using the Solar Tower Tele-scope of Nanjing University, China. In particular, we introduce three typical events and the methods used to analyze the data. (1) The flare of November 11, 1998, which is a limb flare. We derive the temperature and density within the flaring loop using non-LTE calculations. The results show that the loop top may be hotter and denser than other parts of the loop, which may be a result of magnetic reconnect ion above the loop. (2) The flare of March 10, 2001, which is a white-light flare that shows an emission enhancement at the near infrared continuum. We propose a model of non-thermal electron beam heating plus backwarming to interpret the observations. (3) The flare of September 29, 2002, which shows unusual line asymmetries at one flare kernel. The line asymmetries are caused by an upward moving plasma that is accelerated and heated during the flare development.

음질 개선을 위한 돌발잡음 제거와 음성복원 (Abrupt Noise Cancellation and Speech Restoration for Speech Enhancement)

  • 손백권;한민수
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2003년도 10월 학술대회지
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    • pp.101-104
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    • 2003
  • In this paper, speech quality is improved by removing abrupt noise intervals and then substituting the gaps with estimates of the previous speech waveform. An abrupt noise detection signal has been proposed as a prediction error signal by utilizing LP coefficients of the previous frame. Abrupt noise intervals are estimated by using spectral energy. After removing estimated noise intervals, we applied several waveform substitution techniques such as zero substitution, previous frame repetition, pattern matching, and pitch waveform replication. To prove the validity of our algorithm, the LPC spectral distortion test and the recognition test are executed and, the results show that the speech quality is fairly well improved.

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광섬유 클래딩 모드의 분산 특성 조절에 의한 장주기 격자 내에서의 공명 피크의 free spectral range 향상 (Enhancement of free spectral range in the resonance peaks in a long period fiber grating by controlling clad mode material dispersion)

  • Jeong, Hoon;Oh, K.
    • 한국광학회:학술대회논문집
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    • 한국광학회 2000년도 제11회 정기총회 및 00년 동계학술발표회 논문집
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    • pp.72-73
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    • 2000
  • Optical fiber gratings have been intensively studied for applications in optical fiber communications and sensor systems due to their all-fiber configuration, low insertion loss, low cost, and high flexibility. Especially, cladding mode coupling fiber devices such as long period gratings (LPG) and acousto-optic tunable filters (AOTF) have been developed as a gain equalization filter in erbium doped fiber amplifier (EDFA) for wavelength division multiplexing (WDM) systems$^{(1-2)}$ . (omitted)

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KAK 필터를 이용한 잡음이 섞인 음성의 음질향상 (On the Use of a KAK Filter for Enhancement of Noisy Speech)

  • 조동호;유득수;은종관
    • 한국음향학회지
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    • 제5권2호
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    • pp.48-57
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    • 1986
  • 광대역 또는 협대역잡음이 섞인 음성의 음질을 개선하기 위해 KAK 필터를 사용하는 방법을 제 안한다. KAK 필터는 그 구조가 간단하지만, 잡음이 섞인 음성의 음질을 개선하는데 있어서 객관적인 음질척도로 볼 때 spectral subtraction 방법과 성능이 비슷하다. 또한 귀로 들어봐도 kak 필터를 사용한 경우와 spectral subtraction 방법을 이용한 경우의 개선된 음질이 거의 비슷하다. 그런데 이 kak 필터는 구조가 다른 기존방법보다 훨씬 간단하며, 다른 음질개선 알고리즘과는 달리 음성과 묵음의 판별이 필 요하지 않다. 또한 kak 필터는 ADPCM과 같은 파형 부호화기와 결합하는 것이 용이하다. 따라서 깨끗 한 음성뿐만 아니라 잡음이 섞인 음성을 부호화하는데 있어서 제안한 kak 필터를 ADPCM과 같은 파형 부호화기에 결합하여 사용하는 것이 적합하다.

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Resonance Characteristics of THz Metamaterials Based on a Drude Metal with Finite Permittivity

  • Jun, Seung Won;Ahn, Yeong Hwan
    • Current Optics and Photonics
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    • 제2권4호
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    • pp.378-382
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    • 2018
  • In most previous investigations of plasmonic and metamaterial applications, the metallic film has been regarded as a perfect electrical conductor. Here we demonstrate the resonance characteristics of THz metamaterials fabricated from metal film that has a finite dielectric constant, using finite-difference time-domain simulations. We found strong redshift and spectral broadening of the resonance as we decrease the metal's plasma frequency in the Drude free-electron model. The frequency shift can be attributed to the effective thinning of the metal film, originating from the increase in penetration depth as the plasma frequency decreases. On the contrary, only peak broadening occurs with an increase in the scattering rate. The metal-thickness dependence confirms that the redshift and spectral broadening occur when the effective metal thickness drops below the skin-depth limit. The electromagnetic field distribution illustrates the reduced field enhancement and reduced funneling effects near the gap area in the case of low plasma frequency, which is associated with reduced charge density in the metal film.

Spectral resolution evaluation by MCNP simulation for airborne alpha detection system with a collimator

  • Kim, Min Ji;Sung, Si Hyeong;Kim, Hee Reyoung
    • Nuclear Engineering and Technology
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    • 제53권4호
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    • pp.1311-1317
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    • 2021
  • In this study, an airborne alpha detection system, which consists of a passivated implanted planar silicon (PIPS) detector and an air filter, was developed. A collimator applied to the alpha detection system showed an enhancement in resolution and a degradation in detection efficiency. The resolution and detection efficiency were compared and analyzed to evaluate the performance of the collimator. Thus, the resolution was found to be more important than the efficiency as a determining factor of the detection system performance, from the viewpoint of radionuclide identification. The performance was evaluated on three properties of the collimator: hole shape, hole length, and the ratio between the hole and frame pitches. From the hole shape performance evaluation, a hexagonal collimator showed the highest resolution. Further, the collimator with a hole pitch of 14 mm was found to have the highest resolution while that with a frame pitch of 4-6 mm (i.e., 1.2-1.4 times longer than the hole pitch) showed the highest resolution.

Flow Field Change before Onset of Flow Separation

  • Hasegawa, Hiroaki;Sugawara, Takeru
    • International Journal of Fluid Machinery and Systems
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    • 제2권3호
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    • pp.215-222
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    • 2009
  • Jets issuing through small holes in a wall into a freestream has proven effective in the control of flow separation. This technique is known as the vortex generator jet (VGJs) method. If a precursor signal of separation is found, the separation control system using VGJs can be operated just before the onset of separation and the flow field with no separation is always attained. In this study, we measured the flow field and the wall static pressure in a two-dimensional diffuser to find a precursor signal of flow separation. The streamwise velocity measurements were carried out in the separated shear layer and spectral analysis was applied to the velocity fluctuations at some angles with respect to the diffuser. The pattern of peaks in the spectral analysis changes as the divergence angle increases over the angle of which the whole separation occurs. This change in the spectral pattern is related to the enhancement of the growth of shear layer vortices and appears just before the onset of separation. Therefore, the growth of shear layer vortices can be regarded as a precursor signal to flow separation.

Statistical Approach to Noisy Band Removal for Enhancement of HIRIS Image Classification

  • Huan, Nguyen Van;Kim, Hak-Il
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2008년도 춘계학술대회 논문집
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    • pp.195-200
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    • 2008
  • The accuracy of classifying pixels in HIRIS images is usually degraded by noisy bands since noisy bands may deform the typical shape of spectral reflectance. Proposed in this paper is a statistical method for noisy band removal which mainly makes use of the correlation coefficients between bands. Considering each band as a random variable, the correlation coefficient measures the strength and direction of a linear relationship between two random variables. While the correlation between two signal bands is high, existence of a noisy band will produce a low correlation due to ill-correlativeness and undirectedness. The application of the correlation coefficient as a measure for detecting noisy bands is under a two-pass screening scheme. This method is independent of the prior knowledge of the sensor or the cause resulted in the noise. The classification in this experiment uses the unsupervised k-nearest neighbor algorithm in accordance with the well-accepted Euclidean distance measure and the spectral angle mapper measure. This paper also proposes a hierarchical combination of these measures for spectral matching. Finally, a separability assessment based on the between-class and within-class scatter matrices is followed to evaluate the performance.

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