• Title/Summary/Keyword: Time Warping

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Recognition of Korean Isolated Digits Using a Pole-Zero Model (Polo-Zero 모델을 이용한 한국어 단독 숫자음 인식)

  • ;;Alan Conrad Bovik
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.25 no.4
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    • pp.356-365
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    • 1988
  • In this paper, we describe an isolated words recognition system for Korean isolated digits based on a voiced -unvoiced decision algorithm and a frequency domain analysis. The algorithm first performs a voiced-unvoiced decision procedure for the begtinning part of each uttered work using the normalized log energy and zero crossing rate as decision parameters. Based on this decision,. each word is assigned to one of two classes. In order to identify the uttered word within each class, a dynamic time warping algorithm is applied using formant frequencies as the basis for the distance measure. We exploit a pole-zero analysis to measure formant frequencies in each frame. We have observed that pole-zero analysis can provide more accurate estimation of formant frequencies than analysis based on poles only. Experimental recognition rates of 97.3% illustrating the performance of the recognition system was achieved.

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Study on the pronunciation correction in English words (영어 단어 학습시의 발성 교정 기술에 관한 연구)

  • Beack, Seung-Kwon;Choi, Jung-Kyu;Hahn, Min-Soo
    • Speech Sciences
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    • v.7 no.2
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    • pp.245-253
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    • 2000
  • In this paper, we implement an elementary system to correct accents and pronunciations in English words spoken by non-native English speakers. In case of the accent evaluation, energy and pitch information are used to find stressed syllables, and then we extract the segment information of input patterns using a dynamic time warping method to discriminate and evaluate accent position. For the pronunciation evaluation, we utilize the segment information using the same algorithm as in accent evaluation, and perform the spectral distance measure for each phoneme between input patterns and reference patterns. Based on these spectral distances, we decide whether to recommend the pronunciation correction or not. Our results show that 98 percent of accent and 71 percent of pronunciation evaluation agree with the perceptual measure.

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Automatic Support Structure Generation for Stereolithographic Rapid Prototyping (SLA를 이용한 신속시작작업을 위한 지지대 자동생성 시스템의 개발)

  • Hur, Junghoon;Lee, Kunwoo
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.20 no.10
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    • pp.3068-3078
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    • 1996
  • stereolithography is a process used to rapidly produce polymer components directly from a computer representation of the part. There are several considerations to be made for the efficient use of the process. Especially, the necessity of support structures, which prevent the part from warping, sagging, or parachuting and toppling as the elevator moves up and down in the resin, is one concern. After solidification, the support structures must by removed in the end. Bacause this post-treatment process is often performed manually, the more the support structures, the more it increases the finishing operations. Especially for a complicated part, the removal operations may be difficult, take so much time, and even reduce the accuracy of the product. Thus it is important to efficiently generate the efficient support structure for each part geometry. This paper proposes a procedure to automatically generate the supprot structures focused on accuracy, efficiency, convenience, and generation speed.

Enhancement of Ship's Wheel Order Recognition System using Speaker's Intention Predictive Parameters (화자의도예측 파라미터를 이용한 조타명령 음성인식 시스템의 개선)

  • Moon, Serng-Bae
    • Journal of Advanced Marine Engineering and Technology
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    • v.32 no.5
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    • pp.791-797
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    • 2008
  • The officer of the deck(OOD) may sometimes have to carry out lookout as well as handling of auto pilot without a quartermaster at sea. The purpose of this paper is to develop the ship's auto pilot control module using speech recognition in order to reduce the potential risk of one man bridge system. The feature parameters predicting the OOD's intention was extracted from the sample wheel orders written in SMCP(IMO Standard Marine Communication Phrases). We designed a pre-recognition procedure which could make some candidate words using DTW(Dynamic Time Warping) algorithm, a post-recognition procedure which made a final decision from the candidate words using the feature parameters. To evaluate the effectiveness of these procedures the experiment was conducted with 500 wheel orders.

Voice Recognition Module for Multi-functional Electric Wheelchair (다기능 전동휠체어의 음성인식 모듈에 관한 연구)

  • 류홍석;김정훈;강성인;강재명;이상배
    • Proceedings of the IEEK Conference
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    • 2002.06c
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    • pp.83-86
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    • 2002
  • This paper intends to provide convenience to the disabled, losing the use of their limbs, through voice recognition technology. The voice recognition part of this system recognizes voice by DTW (Dynamic Time Warping) Which is most Widely used in Speaker dependent system. Specially, S/N rate was improved through Wiener filter in the pre-treatment phase while considering real environmental conditions; the result values of 12th order feature pattern per frame are extracted by DTW algorithm using LPC and Cepsturm in feature extraction process. Furthermore, miniaturization is pursued using TMS320C32, 71's the floating-point DSP, for the hardware part. Currently, 90% of hardware porting has been completed, but we can confirm that the recognition rate was 96% as a result of performing the DTW algorithm in PC.

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Dynamic Analysis of Viscoelastic Composite Thin-Walled Blade Structures (점탄성-복합재 박판 블레이드 구조물의 진동 해석)

  • Shin, Jae-Hyun;Na, Sung-Soo;Park, Chul-Hue
    • Proceedings of the KSME Conference
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    • 2003.11a
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    • pp.1684-1689
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    • 2003
  • This paper concerns the analytical modeling and dynamic analysis of advanced cantilevered blade structure implemented by a dual approach based on structural tailoring and viscoelastic materials technology. Whereas structural tailoring uses the directionality properties of advanced composite materials, the passive materials technology exploits the damping capabilities of viscoelastic material(VEM) embedded into the host structure. The structure is modeled as a composite thin-walled beam incorporating a number of nonclassical features such as transverse shear, secondary warping, anisotropy of constituent materials, and rotary inertias. The case of VEM spreaded over the entire span of the structure is considered. The displayed numerical results provide a comprehensive picture of the synergisitic implications of the application of both techniques, namely, the tailoring and damping technology on vibration response of thin-walled beam structure exposed to external time-dependent excitations.

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A User Authentication using Accelerometer and Orientation Sensors of Smartphones (스마트폰 가속도와 방향 센서를 활용한 사용자 인증)

  • Kim, Eung-Joon;Song, Jin-Seok;Seo, Seung-Hyun;Kim, Ju-Han
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.262-264
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    • 2016
  • 본 논문에서는 스마트폰 사용자의 고유한 행동패턴에 따른 인증 기법을 제안하였다. 이를 위해 특정 행동패턴의 센서 데이터만을 수집할 수 있는 센서 데이터 추출앱을 개발하고 DTW (Dynamic Time Warping)[2] 알고리즘을 활용하여, 수집된 사용자 행동 패턴 데이터의 유사성을 판단한다. 또한 사용자의 특징점 패턴이 일치하는 지를 판단하여 사용자 인증을 수행한다.

The Study for Advancing the Performance of Speaker Verification Algorithm Using Individual Voice Information (개별 음향 정보를 이용한 화자 확인 알고리즘 성능향상 연구)

  • Lee, Je-Young;Kang, Sun-Mee
    • Speech Sciences
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    • v.9 no.4
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    • pp.253-263
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    • 2002
  • In this paper, we propose new algorithm of speaker recognition which identifies the speaker using the information obtained by the intensive speech feature analysis such as pitch, intensity, duration, and formant, which are crucial parameters of individual voice, for candidates of high percentage of wrong recognition in the existing speaker recognition algorithm. For testing the power of discrimination of individual parameter, DTW (Dynamic Time Warping) is used. We newly set the range of threshold which affects the power of discrimination in speech verification such that the candidates in the new range of threshold are finally discriminated in the next stage of sound parameter analysis. In the speaker verification test by using voice DB which consists of secret words of 25 males and 25 females of 8 kHz 16 bit, the algorithm we propose shows about 1% of performance improvement to the existing algorithm.

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A Basic Study on Automation of the Subjective Evaluation using Speech Recognition (음성인식을 이용한 주관평가의 자동화에 관한 기초연구)

  • 한화영;고한우;윤용현;조택동
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2000.11a
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    • pp.113-117
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    • 2000
  • 수작업으로 이루어지고 있는 환경의 영향이나 작업의 영향에 따른 정신피로나 신체피로의 주관적인 평가를 자동화하기 위한 방법에 대하여 논하였다. 사람의 가장 자연스러운 의사소통인 평가어를 척도로 하여 평가가 이루어지는 음성인식기술을 응용한 주관평가법에 대하여 연구하였다. 주관평가의 자동화를 위하여 우선, 평가어에 대한 음성 인식을 한 후 인식된 평가 결과 데이터를 이용하여 설문지를 자동 생성시킴과 동시에 파일 형태로 저장시켰다. 음성 인식 알고리즘으로는 DTW(Dynamic Time Warping)인식 알고리즘을 사용하였고. 설문지 질의 내용은 집중도 평가를 이용하였다. 인식실험은 설문에 대한 응답에 필요한 평가어를 대상으로 하였다.

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Real-time Geometric Calibration for Omni-Display in Ubiquitous Computing (유비쿼터스 환경의 디스플레이를 위한 실시간 기하보정)

  • Kyoung, Dong-Wuk;Lim, Hun-Gyu;Jung, Kee-Chul
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.11b
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    • pp.871-873
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    • 2005
  • 최근 프로젝터를 기반으로 사용자가 원하는 위치에 영상을 제공하기 위한 많은 연구가 진행중에 있다. 프로젝터는 투사 방향이 정확하지 않으면 영상왜곡이 발생되며, 영상왜곡은 일반적으로 기하보정 변환행렬을 사용하여 보정한다. 기존의 연구는 선행작업으로 그물형태의 점을 투사하거나 또는 특정 마커를 설치해서 기하보정 변환행렬을 계산한다. 이 방법들은 투사방향이 변화될 때 마다 선행작업을 요구하므로 실시간 기하보정을 수행할 수 없다. 본 논문은 투사방향이 변화될 때에도 기하보정 변환행렬을 동시에 계산하여 보정된 영상을 제공하는 실시간 기하보정 시스템을 제안한다. 우리의 시스템은 웹카메라를 사용하여 실시간으로 기하보정 변환행렬을 계산하여, 다이렉트쇼(Directshow) 기술을 사용하여 동영상 프레임을 추출하고, 추출된 프레임이미지를 기하보정 변환행렬을 사용하여 워핑(warping) 함으로써 수행한다.

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