• Title/Summary/Keyword: 천이구간

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Development of optimization algorithm to set transition point for multi-segmented rating curve (구간 분할된 레이팅 커브의 천이점 선정을 위한 최적화 알고리즘 개발)

  • Kim, Yeonsu;Noh, Joonwoo;Kim, Sunghoon;Yu, Wansik
    • Proceedings of the Korea Water Resources Association Conference
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    • 2018.05a
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    • pp.421-421
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    • 2018
  • 효율적인 수자원 관리를 위하여 전국유역조사, 수자원 장기종합계획 등 다양한 사업이 수행되고 있으며, 이를 위하여 유출해석은 필수적인 항목이라 할 수 있다. 유출해석을 위하여 수문모형 또는 관측소의 유량자료가 활용되고 있으나, 이는 기존에 관측된 유량자료를 바탕으로 구축된 수위-유량관계 곡선식(Rating-curve)을 활용하여 재생산된 자료라 할 수 있다. 즉, 수위자료는 매시간 관측소에서 측정이 되지만, 유량자료의 경우 측정이 어려울 뿐만 아니라 변동성 및 불확실성이 크기 때문에 시계열 수위를 곡신식을 통해 유량으로 변환하여 활용하고 있다. 이와 같이 수위-유량관계 곡선식의 정확성이 수문자료 생산에 핵심 요소임에도 불구하고 이에 대한 연구는 제한적이며, 특히 홍수터 등의 영향을 고려하여 분할된 곡선의 천이점 접합시 곡선식의 정확도 향상을 위한 연구도 드문 편이다. 따라서 본 연구에서는 구간 분할된 곡선의 최적 천이점 선정을 위하여 Particle Swarm Optimization(PSO)기법을 활용하였으며, 총 5개 구간까지 구간별 목적함수로 RMSE, RSR, 결정계수 적용시 특성변화에 대한 연구를 수행하였다. 구간에 대하여 절대적인 오차를 산정하는 RMSE를 활용하는 경우 저수위 부분에 대한 오차가 증가하는 것을 확인할 수 있었으며, 상대적인 오차인 RSR, 결정계수를 활용하는 경우 전체 구간에 대한 오차를 보완할 수 있는 것으로 나타났다. PSO기법을 활용하여 도출된 곡선식에 대해서는 구간 및 전체구간에 대한 오차(RMSE, 결정계수, RSR, MAPE)를 활용하여 불확실성을 검토할 수 있도록 하였고, 잔차분석을 통한 이상치 및 회귀곡선에 대한 정규성 검토를 수행할 수 있는 툴을 개발하였다. 레이팅 커브를 작성하는데 있어 최적화 알고리즘을 활용하여 구간분할시 천이점 선정의 자동화로 천이점 선정에 소요되는 시간을 대폭 감축할 수 있을 뿐만 아니라, 구간별 오차를 종합적으로 고려하여 우수한 품질의 레이팅 커브를 도출할 수 있는 기반을 구축하였다.

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Variable Time-Scale Modification of Speech Using Trasient Information (천이구간 정보를 이용한 음성의 가변적인 시간축 변환)

  • Lee, Sung-Joo;Kim, Hee-Dong;Kim, Hyung-Soon
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.35S no.6
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    • pp.147-155
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    • 1998
  • Conventional time-scale modification methods have the problem that as the modification rate gets higher the time-scale modified speech signal becomes less intelligible, because they ignore the effect of articulation rate on speech characteristics. In this paper, we propose a variable time-scale modification method based on the knowledge that the timing information of transient portions of a speech signal plays an important role in speech perception. After identifying steady protions only. The result of subjective preference test indicates that the proposed method produces performance superior to that of the conventional SOLA method.

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On Detecting the Steady State Segments of Phonemes by Using the Magnitude Distribution of Speech Waveforms (음성파형의 진폭분포를 이용한 음소의 정상상태 구간 검출)

  • 정덕조;배명진;안수길
    • The Journal of the Acoustical Society of Korea
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    • v.10 no.6
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    • pp.5-11
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    • 1991
  • 연속음 인식을 위하여 연결된 음향 신호를 음소단위로 분할하는 것이 필요하다. 본 논문에서는 연속 음성에서의 정상상태 구간 검출을 위한 파라미터로서 진폭분포를 이용하는 방법을 제안하였다. 제 안된 진폭분포는 음성신호의 변화특성을 정확히 나타내며 이러한 프레임사이의 진폭분포를 이용하는 방 법을 제안하였다. 제안된 지폭분포는 음성 신호의 변화특성을 정확히 나타내며 이러한 프레임사이의 진 폭 분포 차이값을 비교하여 프레임의 안정구간과 천이구간을 구분할 수 있었다.

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A Study on Approximation-Synthesis of Transition Segment in Speech Signal (음성신호에서 천이구간의 근사합성에 관한 연구)

  • Lee See-Woo
    • The Journal of the Korea Contents Association
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    • v.5 no.3
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    • pp.167-173
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    • 2005
  • In a speech coding system using excitation source of voiced and unvoiced, it would be involved a distortion of speech quality in case coexist with a voiced and unvoiced consonants in a frame. So, I propose TSIUVC(Transition Segment Including Unvoiced Consonant) extraction method by using pitch pulses and Zero Crossing Rate in order to unexistent with a voiced and unvoiced consonants in a frame. And this paper present a TSIUVC approximate-synthesis method by using frequency band division. As a result, this method obtains a high quality approximation-synthesis waveform within TSIUVC by using frequency information of 0.547kHz below and 2.813kHz above. And the TSIUVC extraction rate was $91\%$ for female voice and $96.2\%$ for male voice respectively This method has the capability of being applied to a new speech coding of Voiced/Silence/TSIUVC, speech analysis, and speech synthesis.

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Time-varying Estimation of Vocal Track Parameters During the Speech Transition Regions (음성천이구간에서의 성도 파라메타 시변추정에 관한 연구)

  • Choi, Hong-Sub
    • The Journal of the Acoustical Society of Korea
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    • v.16 no.2
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    • pp.101-106
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    • 1997
  • In this paper, sample selective RLS(SSRLS) method is proposed, which aims to eliminate the influence of pitch bias. Its basic concepts are as follows. First it extracts the open glottis interval by using the residual signals, then estimates the formant values from the selected speech samples excluding above open glottis interval. This method has some analogy with the SSLPS, the simulation is conducted upon the synthetic and real speech. From these results, we find more usefulness of the proposed method than the conventional ones.

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Numerical study on the transient of supersonic diffuser (초음속 디퓨져 천이현상에 대한 수치적 연구)

  • Kim, Jong-Rok
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2010.05a
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    • pp.349-352
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    • 2010
  • A study is analyzed on the transient flow of supersonic diffuser and performed on the of supersonic diffuser with Computational Fluid Dynamic. The flow field of supersonic diffuser is calculated using Axisymmetric two-dimensional Navier-Stokes equation with $k-{\epsilon}$ turbulence model. The transient simulation is compared in terms of mach number and temperature of vacuum chamber according to the chamber pressure of starting transient on Liquid rocket engine.

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Voice Activity Detection Algorithm using Fuzzy Membership Shifted C-means Clustering in Low SNR Environment (낮은 신호 대 잡음비 환경에서의 퍼지 소속도 천이 C-means 클러스터링을 이용한 음성구간 검출 알고리즘)

  • Lee, G.H.;Lee, Y.J.;Cho, J.H.;Kim, M.N.
    • Journal of Korea Multimedia Society
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    • v.17 no.3
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    • pp.312-323
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    • 2014
  • Voice activity detection is very important process that find voice activity from noisy speech signal for noise cancelling and speech enhancement. Over the past few years, many studies have been made on voice activity detection, it has poor performance for speech signal of sentence form in a low SNR environment. In this paper, it proposed new voice activity detection algorithm that has beginning VAD process using entropy and main VAD process using fuzzy membership shifted c-means clustering. We conduct an experiment in various SNR environment of white noise to evaluate performance of the proposed algorithm and confirmed good performance of the proposed algorithm.

A study on the phonemic feature changes according to Korean speech waveform edition (한국어 음성 파형의 편집에 의한 한국어 음운 변화에 관한 연구)

  • Kim, Seon-Il;Hong, Ki-Won;Lee, Haing-Sei
    • The Journal of the Acoustical Society of Korea
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    • v.13 no.6
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    • pp.60-65
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    • 1994
  • A study on phonemic feature changes is accomplished by human perception of the discrimination of the phonemic feature of Korean edited speech waveform which is partially elimination or exchange. We found that speech waveforms has tarnsitional, stationary. equivalent and critical phonemic parts.

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An Alteration Rule of Formant Transition for Improvement of Korean Demisyllable Based Synthesis by Rule (한국어 반음절단위 규칙합성의 개선을 위한 포만트천이의 변경규칙)

  • Lee, Ki-Young;Choi, Chang-Seok
    • The Journal of the Acoustical Society of Korea
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    • v.15 no.4
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    • pp.98-104
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    • 1996
  • This paper propose the alteraton rule to compensate a formant trasition of several connected vowels for improving an unnatural synthesized continuous speech which is concatenated by each demisyllable without coarticulated formant transition for use in dmisyllable based synthesis by rule. To fullfill each formant transition part, the database of 42 stationary vowels which are segmented from the stable part of each vowels is appended to the one of Korean demisyllables, and the resonance circuit used in formant synthesis is employed to change the formant frequency of speech signals. To evaluate the synthesied speech by this rule, we carried out the alteration rule for connected vowels of the synthesized speech based on demisyllable, and compare spectrogram and MOS tested scores with the original and the demisyllable based synthesized speech without this rule. The result shows that this proposed rule can synthesize the more natural speech.

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Detection of Underwater Transient Signals Using Noise Suppression Module of EVRC Speech Codec (EVRC 음성부호화기의 잡음억제단을 이용한 수중 천이신호 검출)

  • Kim, Tae-Hwan;Bae, Keun-Sung
    • The Journal of the Acoustical Society of Korea
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    • v.26 no.6
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    • pp.301-305
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    • 2007
  • In this paper, we propose a simple algorithm for detecting underwater transient signals on the fact that the frequency range of underwater transient signals is similar to audio frequency. For this, we use a preprocessing module of EVRC speech codec that is the standard speech codec of the mobile communications. If a signal is entered into EVRC noise suppression module, we can get some parameters such as the update flag, the energy of each channel, the noise suppressed signal, the energy of input signal, the energy of background noise, and the energy of enhanced signal. Therefore the energy of the enhanced signal that is normalized with the energy of the background noise is compared with the pre-defined detection threshold, and then we can detect the transient signal. And the detection threshold is updated using the previous value in the noisy period. The experimental result shows that the proposed algorithm has $0{\sim}4% error rate in the AWGN or the colored noise environment.