• Title/Summary/Keyword: 스펙트럼 추정

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Music and Voice Separation Using Log-Spectral Amplitude Estimator Based on Kernel Spectrogram Models Backfitting (커널 스펙트럼 모델 backfitting 기반의 로그 스펙트럼 진폭 추정을 적용한 배경음과 보컬음 분리)

  • Lee, Jun-Yong;Kim, Hyoung-Gook
    • The Journal of the Acoustical Society of Korea
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    • v.34 no.3
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    • pp.227-233
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    • 2015
  • In this paper, we propose music and voice separation using kernel sptectrogram models backfitting based on log-spectral amplitude estimator. The existing method separates sources based on the estimate of a desired objects by training MSE (Mean Square Error) designed Winer filter. We introduce rather clear music and voice signals with application of log-spectral amplitude estimator, instead of adaptation of MSE which has been treated as an existing method. Experimental results reveal that the proposed method shows higher performance than the existing methods.

An Improved Parametric Estimation Method of High-Resolution Bispectrum (고해상도의 바이스펙트럼을 추정하기 위한 개선된 매개변수 방법)

  • Park, So-Hyeon;An, Chong-Koo
    • The Journal of the Acoustical Society of Korea
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    • v.14 no.2E
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    • pp.19-24
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    • 1995
  • The maximum entropy method is a well-known parametric estimation method of the power spectrum with high-resolution for short-time signals. Although a parametric estimation method for the bispectrum was proposed in recent years, it is not easy to estimate the bispectrum with high resolution for relatively short-time signals of which the total length is about 1000 data points. In this paper, a bispectrum estimation method is proposed to estimate the high-resolution bispectrum even for the relatively short-time signals.

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Noise-Robust Speech Recognition Using Histogram-Based Over-estimation Technique (히스토그램 기반의 과추정 방식을 이용한 잡음에 강인한 음성인식)

  • 권영욱;김형순
    • The Journal of the Acoustical Society of Korea
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    • v.19 no.6
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    • pp.53-61
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    • 2000
  • In the speech recognition under the noisy environments, reducing the mismatch introduced between training and testing environments is an important issue. Spectral subtraction is widely used technique because of its simplicity and relatively good performance in noisy environments. In this paper, we introduce histogram method as a reliable noise estimation approach for spectral subtraction. This method has advantages over the conventional noise estimation methods in that it does not need to detect non-speech intervals and it can estimate the noise spectra even in time-varying noise environments. Even though spectral subtraction is performed using a reliable average noise spectrum by the histogram method, considerable amount of residual noise remains due to the variations of instantaneous noise spectrum about mean. To overcome this limitation, we propose a new over-estimation technique based on distribution characteristics of histogram used for noise estimation. Since the proposed technique decides the degree of over-estimation adaptively according to the measured noise distribution, it has advantages to be few the influence of the SNR variation on the noise levels. According to speaker-independent isolated word recognition experiments in car noise environment under various SNR conditions, the proposed histogram-based over-estimation technique outperforms the conventional over-estimation technique.

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Estimation of the Spectral Reflectance based on the Multispectral Imaging System (다중 스펙트럼 영상 시스템 기반의 스펙트럼 반사율 추정)

  • Yoo, Hyunjin;Kim, Duck Bong;Lee, Kwan H.
    • Proceedings of the Korea Information Processing Society Conference
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    • 2010.04a
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    • pp.546-549
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    • 2010
  • RGB 영상의 색 재현성과 조건등색 등의 한계를 개선하기 위해 다중스펙트럼 영상을 활용하는 연구가 활발히 진행되고 있다. 다중스펙트럼 영상을 측정하기 위해서 흑백카메라와 3 개 이상의 컬러 필터들을 이용한다. 본 연구에서는 LCTF 를 사용하여 400nm 에서 720nm 까지 10nm 단위로 33 개의 필터를 사용한다. 이러한 다중스펙트럼 영상 측정 시스템의 특성화를 수행하기 위해 컬러체커뿐만 아니라 광원정보까지 이용하며, 사물의 스펙트럼 반사율도 추정한다. 따라서 분광방사계 보다 빠르게 영상 기반으로 스펙트럼 반사율을 측정할 수 있다. 다양한 광원 조건에서 특성화를 수행하며, 매번 레퍼런스 차트를 측정할 필요 없이 간단히 광원만 측정해도 되는 것을 보인다. 또한 전경영상에서 원하는 영역을 광원환경이 다른 배경 영상에 합성할 때, 자연스러운 사물의 색 변환이 가능하여 보다 실제에 가까운 합성 영상을 생성한다.

A Study on Poly-pulse Pair Estimation Method for Reduction of Bias Errors in a Weather Radar (기상레이다에서의 편향오차 감소를 위한 다중 펄스페어 추정기법에 관한 연구)

  • 이종길
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.12B
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    • pp.2292-2297
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    • 1999
  • Some observed weather spectra show that nearly 25% of weather spectra are seriously skewed and can not be considered to be symmetric. However, the conventional pulse pair method was derived and has been evaluated under the assumption that the weather spectrum is symmetric and narrow. This means that the conventional pulse pair method may need reevaluation. Therefore, this paper analyzed the bias errors of pulse pair estimates in the skewed spectra. The bias errors of pulse pair mean estimates are more serious comparing with the pulse pair width estimates. In this paper, the poly-pulse pair method is suggested to reduce these bias errors of mean estimates. It was shown that the mean bias errors can be reduced remarkably using the newly suggested poly-pulse pair method.

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A Study on the Formant Frequency Estimation of Korean Vowels by Spectrum Moment Method (스펙트럼 모멘트법을 이용한 한국어 모음의 포르만트 주파수의 추정에 관한 연구)

  • 허강인;이대영
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.14 no.6
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    • pp.686-698
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    • 1989
  • In this paper, The new algorithm of spectrum moment for format frequency estimation is proposed. The second oder and the third order spectrum moment, which reflect variance and skewness of a spectrum pattern, respectively, is utilized to adjust the frequency region for estimation precision of format frequency. As the results. the F1-F2 diagram reported 8 Korean vowels for man and woman and that we found articulation method of vowel and vowel, vowel and consonant.

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Direction of Arrival Estimation Via Determination-Estimation (결정-추정법을 이용한 신호 도착 방향 추정)

  • 최진호;나윤정;송익호
    • The Journal of the Acoustical Society of Korea
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    • v.12 no.5
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    • pp.32-37
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    • 1993
  • 여러 신호원의 방향을 추정하는 결정-추정 방법을 제안하였다. 이 방법은 조건부 평균 다중신호분류 영 스펙트럼에 바탕을 두고 있으며 신호원수를 모를때에도 쓸 수 잇다. 컴퓨터 모의 실험으로 MUSIC dud tvprxmfja의 분해 확률과 조건부 평균 MUSIC dud 스펙트럼의 분해 확률은 거의 같다는 것을 알 수 있어?. 그리고 신호원 수를 결정할 때 정보 이론적 판단 기준과 베이즈 접근 방법이 같은 결과를 낸다는 것도 알 수 있었다.

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Proposal and Evaluation of Ground Response Spectrum Estimation Algorithm based on Seismic Observation Data (지진 관측데이터 기반 지반응답스펙트럼 추정 알고리즘 제안 및 평가)

  • Ahn, Jin-Hee;Jeong, Jin-Woo;Hong, Yu-Chan;Park, Jae-Bong;Choi, Hyoung-Suk
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.23 no.5
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    • pp.13-22
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    • 2019
  • In order to evaluate the earthquake damage level of small and medium - sized bridges without earthquake monitoring system, we proposed an algorithm for estimating the seismic force at the target bridge location using the ground acceleration data from the earthquake observatories near the structure. In general, response spectrum analysis, which is the most widely used dynamic analysis method to design and evaluate the structural system numerically is required a response spectrum to determine the dynamic loading. In this study, selection methods of the three closest observatories from the target structure and estimation method of ground response spectrum at arbitrary locations are developed. The proposed method can consider the distance and phase between the target bridge and the seismic station and from the relationship between the acceleration amplitudes and the location of the selected seismic station, the earthquake loading of the target bridge can be determined. The proposed algorithm is estimated to be more conservative than the response spectrum evaluated by actual earthquake data.

A Note on Spectral Estimation by the Method of Maximum Entropy (최대 엔트로피방법에 의한 스펙트럼 추정에 관한 소고)

  • 박은진;오세범;한상대;편종근
    • Proceedings of the Korean Society of Coastal and Ocean Engineers Conference
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    • 1993.07a
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    • pp.125-129
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    • 1993
  • 학문의 어느 분야든, 어느 분야의 어느 한 가지든 그 출발점으로 거슬러 올라 가기란 결코 쉬운 일이 아니다. 불규칙 자료의 스펙트럼분석이야 고전적인 방법이지만 그 분석방법중 Burg(1967)에 의해 제안된 엔트로피(entropy) 개념을 이용한 방법은 그 출발점을 명확하게 이해하기가 손쉽지 않다. 차제에 최대엔트로피방법(Maximum Entropy Method: MIM)을 복습하고, 그것이 어떻게 스펙트럼 추정에 응용되는가를 정리함은 나름대로 의의가 있을 것이다. (중략)

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Iterative Bispectrum Estimation and Signal Recovery Based On Weighted Regularization (가중 정규화에 기반한 반복적 바이스펙트럼 추정과 신호복원)

  • Lim, Won-Bae;Hur, Bong-Soo;Lee, Hak-Moo;Kang, Moon-Gi
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.37 no.3
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    • pp.98-109
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    • 2000
  • While the bispectrum has desirable properties in itself and therefore has a lot of potential to be applied to signal and Image restoration. few real-world application results have appeared in literature The major problem with this IS the difficulty In realizing the expectation operator of the true bispectrum, due to the lack of realizations. In this paper, the true bispectrum is defined as the expectation of the sample bispectrum, which IS the Fourier representation of the triple correlation given one realization The characteristics of the sample bispectrum are analyzed and a way to obtain an estimate of the true bispectrum without stochastic expectation, using the generalized theory of weighted regularization is shown. The bispectrum estimated by the proposed algorithm is experimentally demonstrated to be useful for signal recovery under blurred noisy condition.

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