• Title/Summary/Keyword: Zero-crossing rate

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A Study on the Real Time Processing Technique of speech Signal (음성신호의 실시간 처리기법에 관한 연구)

  • Lee, Taek-Soo;Rhn, Chang;Kim, Sung-Nak;Rhee, Sang-Burm
    • Proceedings of the KIEE Conference
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    • 1987.07b
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    • pp.1094-1096
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    • 1987
  • Zero-crossing analysis techniques have been applied to speech recognition. Zero-crossing rate, level-crossing rate and differentiated zero-crossing rate in time domain we used in analyzing speech signals. Speech samples could be stored in memory buffer in real time.

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Fault Detection for Ceramic Heater in CVD Equipment using Zero-Crossing Rate and Gaussian Mixture Model (영교차율과 가우시안 혼합모델을 이용한 박막증착장비의 세라믹 히터 결함 검출)

  • Ko, JinSeok;Mu, XiangBin;Rheem, JaeYeol
    • Journal of the Semiconductor & Display Technology
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    • v.12 no.2
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    • pp.67-72
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    • 2013
  • Temperature is a critical parameter in yield improvement for wafer manufacturing. In chemical vapor deposition (CVD) equipment, crack defect in ceramic heater leads to yield reduction, however, there is no suitable ceramic heater fault detection system for conventional CVD equipment. This paper proposes a short-time zero-crossing rate based fault detection method for the ceramic heater in CVD equipment. The proposed method measures the output signal ($V_{pp}$) of RF filter and extracts the zero-crossing rate (ZCR) as feature vector. The extracted feature vectors have a discriminant power and Gaussian mixture model (GMM) based fault detection method can detect fault in ceramic heater. Experimental results, carried out by measured signals provided by a CVD equipment manufacturer, indicate that the proposed method detects effectively faults in various process conditions.

A Roll Rate Estimation Method Using GNSS Signals for Spinning Vehicles (GNSS 신호를 이용한 회전체의 롤 회전 속도 추정 기법)

  • Kim, Jeong-Won;Cho, Jong-Chul;Hwang, Dong-Hwan;Lee, Sang-Jeong
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.7
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    • pp.689-694
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    • 2008
  • This paper proposes a roll rate estimation method for spinning vehicles. The carrier phase and frequency variations caused by spinning of vehicles are observed and the roll rate estimator is designed on the observation. The roll rate estimator consists of phase detector and zero crossing counter. The phase detector computes phase variation using in-phase and quadrature value from the correlator. By using zero crossing counter, the roll rate can be estimated since the output of phase detector is changed in proportion to the roll rate. Experiment a results show that estimated roll rate error is smaller than 0.0578Hz.

Development of Spatio-Temporal Neural Network for Connected Korean Digits Recognition (한국어 연결 숫자음 인식을 위한 시공간 신경회로망의 개발)

  • 이종식
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1995.06a
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    • pp.69-72
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    • 1995
  • In this paper, a new approach for Korean connected digits recognition using the spatio-temporal neural network is reported. The data of seven digits phone numbers are used in the recognition of connected words, and in the initial experiment, digit recognition rate of 28% was achieved. In this paper, to increase recognition rate, two different approaches are analyzed. In the first system, to compensate the STNN's own defect and to emphasize the Korean word's phonic characters, the starting point of phone is pointed by comparing the average magnitude and zero-crossing rate and the ending point is pointed by comparing only zero-crossing rate. The digit recoginiton rate increased to 61%. Also, in the second system, to consider fact that same word's phone is varied severally, the number of STNN's of each word is increased from one to five, and then the varied same word's phones can be included to the increased STNN's. The digit recogniton rate of connected words increased to 89%.

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On a Detection of the ZCR-Parameter for Higher Formants of Speech Signals (음성신호의 상위 포만트에 대한 ZCR-파라미터 검출에 관한 연구)

  • 유건수
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1992.06a
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    • pp.49-53
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    • 1992
  • In many applications such as speech analysis, speech coding, speech recognition, etc., the voiced-unvoiced decision should be performed correctly for efficient processing. One of the parameters which are used for voice-unvoiced decision is zero-crossing. But the information of higher formants have not represented as the zero-crossing rate for higher formants of speech signals.

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The output characteristics of pulsed Nd:YAG laser using Zero Crossing method (Zero Crossing 방식을 이용한 펄스형 Nd:YAG 레이저의 출력 특성)

  • Hong, J.H.;Moon, D.S.;Noh, K.K.;Kim, W.Y;Kang, Uk;Kim, H.J.;Cho, J.S.
    • Proceedings of the KIEE Conference
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    • 2000.07c
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    • pp.2104-2106
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    • 2000
  • For general laser power supply. output of the secondary of the power transformer is connected to the rectifier and filter capacitor. The output of a rectifier is applied to a switching element in the secondary of the transformer. So, power supply is complicated and the loss of switching is considerably. In addition, according to increasing pulse repetition. charged energy of energy storage capacitor is not transferred sufficiently to flashlamp. and laser output efficiency decreases. In this paper, to improve laser efficiency. we designed and fabricated the power supply in which the SCR was turned on in zero point by the method of ZCC(zero crossing control)in result, laser output efficiency in creased by about 3.5% other than conventional supply. when a repetition rate was increased by 10[pps]. In 60[pps]. efficiency was about 20%.

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A 3-Level Endpoint Detection Algorithm for Isolated Speech Using Time and Frequency-based Features

  • Eng, Goh Kia;Ahmad, Abdul Manan
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1291-1295
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    • 2004
  • This paper proposed a new approach for endpoint detection of isolated speech, which proves to significantly improve the endpoint detection performance. The proposed algorithm relies on the root mean square energy (rms energy), zero crossing rate and spectral characteristics of the speech signal where the Euclidean distance measure is adopted using cepstral coefficients to accurately detect the endpoint of isolated speech. The algorithm offers better performance than traditional energy-based algorithm. The vocabulary for the experiment includes English digit from one to nine. These experimental results were conducted by 360 utterances from a male speaker. Experimental results show that the accuracy of the algorithm is quite acceptable. Moreover, the computation overload of this algorithm is low since the cepstral coefficients parameters will be used in feature extraction later of speech recognition procedure.

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Identification of Underwater Ambient Noise Sources Using Hilbert-Huang Transfer (힐버트-후앙 변환을 이용한 수중소음원의 식별)

  • Hwang, Do-Jin;Kim, Jea-Soo
    • Journal of Ocean Engineering and Technology
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    • v.22 no.1
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    • pp.30-36
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    • 2008
  • Underwater ambient noise originating from geophysical, biological, and man-made acoustic sources contains information on the source and the ocean environment. Such noise affectsthe performance of sonar equipment. In this paper, three steps are used to identify the ambient noise source, detection, feature extraction, and similarity measurement. First, we use the zero-crossing rate to detect the ambient noisesource from background noise. Then, a set of feature vectors is proposed forthe ambient noise source using the Hilbert-Huang transform and the Karhunen-Loeve transform. Finally, the Euclidean distance is used to measure the similarity between the standard feature vector and the feature vector of the unknown ambient noise source. The developed algorithm is applied to the observed ocean data, and the results are presented and discussed.

A Study on the Automatic Recognition of Korean Basic Spoken Digit Using Energy of Special Bandwidth (특정 대역 에너지를 이용한 한국어 기본 수자 음성의 백동 인식에 관한 연구)

  • Han, Hee;Kim, Soon-Hyob;Park, Kyu-Tae
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.19 no.3
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    • pp.5-12
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    • 1982
  • Through the use of energy ratio of special bandwidths of basic vowels, recognition of Korean basic spoken digit is performed in logical combination with a zero-crossing rate and an energy parameter. In the experiments for recognition of the digits, the speech signal of spoken digits is filtered by a lowpass filter of which the cutoff frequency is 10KHz, and then sampled at 20KHz of sampling rate, In the speech signal processing, we used four FIR digital filters, and the order of filter lengths is 61, 120, 25, 25respectively. The filters are designed by using Remetz exchange algorithm.[13],[14] As a result, the recognition rate of 92% for the three speakers is obstained.

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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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