• Title/Summary/Keyword: Spectral enhancement

Search Result 208, Processing Time 0.024 seconds

Telemetry Performance Enhancement Based on Spectral Efficient Retransmission (주파수 효율적 재전송 기반 원격측정 성능 향상)

  • Park, Chung-woon;Park, Hyo Sub
    • Journal of the Korean Society for Aeronautical & Space Sciences
    • /
    • v.45 no.5
    • /
    • pp.429-436
    • /
    • 2017
  • Since the telemetry performance using the time-delayed data dissipates the wireless channel resources, we propose the spectral efficient retransmission scheme in this paper. In the proposed scheme, the telemetry data is retransmitted based on triggered memory to improve the spectral efficiency. The proposed scheme minimizes the error caused by multipath fading, antenna pattern as well as the error caused by the flight events. In the flight simulation data, we show the proposed scheme improves the telemetry performance based on spectral efficient retransmission.

Development of Empirical Formulas for Approximate Spectral Moment Based on Rain-Flow Counting Stress-Range Distribution

  • Jun, Seockhee;Park, Jun-Bum
    • Journal of Ocean Engineering and Technology
    • /
    • v.35 no.4
    • /
    • pp.257-265
    • /
    • 2021
  • Many studies have been performed to predict a reliable and accurate stress-range distribution and fatigue damage regarding the Gaussian wide-band stress response due to multi-peak waves and multiple dynamic loads. So far, most of the approximation models provide slightly inaccurate results in comparison with the rain-flow counting method as an exact solution. A step-by-step study was carried out to develop new approximate spectral moments that are close to the rain-flow counting moment, which can be used for the development of a fatigue damage model. Using the special parameters and bandwidth parameters, four kinds of parameter-based combinations were constructed and estimated using the R-squared values from regression analysis. Based on the results, four candidate empirical formulas were determined and compared with the rain-flow counting moment, probability density function, and root mean square (RMS) value for relative distance. The new approximate spectral moments were finally decided through comparison studies of eight response spectra. The new spectral moments presented in this study could play an important role in improving the accuracy of fatigue damage model development. The present study shows that the new approximate moment is a very important variable for the enhancement of Gaussian wide-band fatigue damage assessment.

On-line noise coherence estimation algorithm for binaural speech enhancement system (양이형 음성 음질개선 시스템을 위한 온라인 잡음 상관도 추정 알고리즘)

  • Ji, Youna;Baek, Yong-hyun;Park, Young-cheol
    • The Journal of the Acoustical Society of Korea
    • /
    • v.35 no.3
    • /
    • pp.234-242
    • /
    • 2016
  • In this paper, an on-line noise coherence estimation algorithm for binaural speech enhancement system is proposed. A number of noise Power Spectral Density (PSD) estimation algorithms based on the noise coherence between two microphones have been proposed to improve the speech enhancement performance. In the conventional algorithms, the noise coherence was characterized using a real-valued analytic model. However, unlike the analytic model, the noise coherence between the two microphones is time-varying in real environments. Thus, in this paper, the noise coherence is updated in accordance with the variation of the acoustic environment to track the realistic noise coherence. The noise coherence can be updated only during the absence of speech, and the simulation results demonstrate the superiority of the proposed algorithm over the conventional algorithms based on the analytic model.

Method for Spectral Enhancement by Binary Mask for Speech Recognition Enhancement Under Noise Environment (잡음환경에서 음성인식 성능향상을 위한 바이너리 마스크를 이용한 스펙트럼 향상 방법)

  • Choi, Gab-Keun;Kim, Soon-Hyob
    • The Journal of the Acoustical Society of Korea
    • /
    • v.29 no.7
    • /
    • pp.468-474
    • /
    • 2010
  • The major factor that disturbs practical use of speech recognition is distortion by the ambient and channel noises. Generally, the ambient noise drops the performance and restricts places to use. DSR (Distributed Speech Recognition) based speech recognition also has this problem. Various noise cancelling algorithms are applied to solve this problem, but loss of spectrum and remaining noise by incorrect noise estimation at low SNR environments cause drop of recognition rate. This paper proposes methods for speech enhancement. This method uses MMSE-STSA for noise cancelling and ideal binary mask to compensate damaged spectrum. According to experiments at noisy environment (SNR 15 dB ~ 0 dB), the proposed methods showed better spectral results and recognition performance.

A Study on the Realization of Wireless Home Network System Using High-performance Speech Recognition in Variable Position (가변위치 고음성인식 기술을 이용한 무선 홈 네트워크 시스템 구현에 관한 연구)

  • Yoon, Jun-Chul;Choi, Sang-Bang;Park, Chan-Sub;Kim, Se-Yong;Kim, Ki-Man;Kang, Suk-Youb
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.14 no.4
    • /
    • pp.991-998
    • /
    • 2010
  • In realization of wireless home network system using speech recognition in indoor voice recognition environment, background noise and reverberation are two main causes of digression in voice recognition system. In this study, the home network system resistant to reverberation and background noise using voice section detection method based on spectral entropy in indoor recognition environment is to be realized. Spectral subtraction can reduce the effect of reverberation and remove noise independent from voice signal by eliminating signal distorted by reverberation in spectrum. For effective spectral subtraction, the correct separation of voice section and silent section should be accompanied and for this, improvement of performance needs to be done, applying to voice section detection method based on entropy. In this study, experimental and indoor environment testing is carried out to figure out command recognition rate in indoor recognition environment. The test result shows that command recognition rate improved in static environment and reverberant room condition, using voice section detection method based on spectral entropy.

The Effect of the Speech Enhancement Algorithm for Sensorineural Hearing Impaired Listeners

  • Kim, Dong-Wook;Lee, Young-Woo;Lee, Jong-Shill;Chee, Young-Joon;Lee, Sang-Min;Kim, In-Young;Kim, Sun-I.
    • Journal of Biomedical Engineering Research
    • /
    • v.28 no.6
    • /
    • pp.732-743
    • /
    • 2007
  • Background noise is one of the major complaints of not only hearing impaired persons but also normal listeners. This paper describes the results of two experiments in which speech recognition performance was determined for listeners with normal hearing and sensorineural hearing loss in noise environment. First, we compared speech enhancement algorithms by evaluation speech recognition ability in various speech-to-noise ratios and types of noise. Next, speech enhancement algorithms by reducing background noise were presented and evaluated to improve speech intelligibility for sensorineural hearing impairment listeners. We tested three noise reduction methods using single-microphone, such as spectrum subtraction and companding, Wiener filter method, and maximum likelihood envelop estimation. Their responses in background noise were investigated and compared with those by the speech enhancement algorithm that presented in this paper. The methods improved speech recognition test score for the sensorineural hearing impaired listeners, but not for normal listeners. The results suggest the speech enhancement algorithm with the loudness compression can improve speech intelligibility for listeners with sensorineural hearing loss.

Modified Generic Mode Coding Scheme for Enhanced Sound Quality of G.718 SWB (G.718 초광대역 코덱의 음질 향상을 위한 개선된 Generic Mode Coding 방법)

  • Cho, Keun-Seok;Jeong, Sang-Bae
    • Phonetics and Speech Sciences
    • /
    • v.4 no.3
    • /
    • pp.119-125
    • /
    • 2012
  • This paper describes a new algorithm for encoding spectral shape and envelope in the generic mode of G.718 super-wide band (SWB). In the G.718 SWB coder, generic mode coding and sinusoidal enhancement are used for the quantization of modified discrete cosine transform (MDCT)-based parameters in the high frequency band. In the generic mode, the high frequency band is divided into sub-bands and for every sub-band the most similar match with the selected similarity criteria is searched from the coded and envelope normalized wideband content. In order to improve the quantization scheme in high frequency region of speech/audio signals, the modified generic mode by the improvement of the generic mode in G.718 SWB is proposed. In the proposed generic mode, perceptual vector quantization of spectral envelopes and the resolution increase for spectral copy are used. The performance of the proposed algorithm is evaluated in terms of objective quality. Experimental results show that the proposed algorithm increases the quality of sounds significantly.

A study on Speech Enhancement Using Adaptive Wavelet Packet Based Spectral Subtraction (적응 웨이블릿 패킷 기반 스펙트럼 차감법을 이용한 음성신호 개선에 관한 연구)

  • Kim Jinho;Park Jeong-Jae;Chang Sungwook;Kwon Y.;Yang Sung-il
    • Proceedings of the Acoustical Society of Korea Conference
    • /
    • autumn
    • /
    • pp.43-46
    • /
    • 2004
  • 본 논문에서는 최근에 제안된 음성신호 개선을 위한 적응 웨이블릿 패킷 기반의 스펙트럼 차감법을 이용하여 다양한 측면에서의 성능평가 결과를 제시한다. 사용된 음성신호 개선 방식은 적응 웨이블릿 패킷의 불균등 주파수 해상도와 높은 에너지 집중도로 인해 발생하는 극대, 극소값의 영향을 피하기 위해 기하평균을 이용하는 스펙트럼 추정법을 사용하였다. 다양한 측면의 성능평가를 위해 주관적 평가 척도인 MOS 와 높은 상관도를 갖는 것으로 알려진 log likelihood ratio, log area ratio, segmental SNR, weighted spectral slope 등을 평가 척도로 사용하였다. Fourier 기저를 사용한 방식과의 비교에서 적응 웨이블릿 패킷 방식은 SegSNR 과 음성의 명료도를 비교적 잘 반영하는 weighted spectral slope 측면에서 우수한 성능을 보였다.

  • PDF

SPECTRAL FEATURES OF THE SYMBIOTIC VARIABLE STAR CH CYGNI IN 2005 - 2006

  • Yoo, Kye-Hwa;Yoon, Tae-Seog
    • Journal of The Korean Astronomical Society
    • /
    • v.42 no.4
    • /
    • pp.93-103
    • /
    • 2009
  • This article reports the spectral behavior of CH Cygni, using data obtained in October 2005 and June 2006. In these epochs, CH Cygni showed emission lines of H I, Fe II, [Fe II], [O III], [N II], [Ne III] and [S II]. Many of these lines were more enhanced since 2004. The underlying M-type spectrum was removed to get the intrinsic emission profile, and the resulting profiles were deconvoluted into several Gaussian components. Also, the radial velocities for all the lines that appeared in these spectra of CH Cygni were measured. The resultant lines were compared with each other and with those obtained in 2004; the findings are explained in terms of an accretion disk and jets.

IKONOS Image Fusion Using a Fast Intensity-Hue-Saturation Fusion Technique (빠른 IHS 기법을 이용한 IKONOS 영상융합)

  • Yun, Kong-Hyun
    • Journal of Korean Society for Geospatial Information Science
    • /
    • v.14 no.1 s.35
    • /
    • pp.21-27
    • /
    • 2006
  • Among various image fusion methods, intensity-hue-saturation(IHS) technique is capable of quickly merging the massive volumes of data. For IKONOS imagery, IHS can yield satisfactory 'spatial' enhancement but may introduce 'spectral' distortion, appearing as a change in colors between compositions of resampled and fused multispectral bands. To solve this problem a fast IHS fusion technique with spectral adjustment is presented. The experimental results demonstrate that the proposed approach can provide better performance than the conventional IHS method, in both processing speed and image quality.

  • PDF