• Title/Summary/Keyword: Feature-Oriented

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Statistical Extraction of Speech Features Using Independent Component Analysis and Its Application to Speaker Identification

  • Jang, Gil-Jin;Oh, Yung-Hwan
    • The Journal of the Acoustical Society of Korea
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    • v.21 no.4E
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    • pp.156-163
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    • 2002
  • We apply independent component analysis (ICA) for extracting an optimal basis to the problem of finding efficient features for representing speech signals of a given speaker The speech segments are assumed to be generated by a linear combination of the basis functions, thus the distribution of speech segments of a speaker is modeled by adapting the basis functions so that each source component is statistically independent. The learned basis functions are oriented and localized in both space and frequency, bearing a resemblance to Gabor wavelets. These features are speaker dependent characteristics and to assess their efficiency we performed speaker identification experiments and compared our results with the conventional Fourier-basis. Our results show that the proposed method is more efficient than the conventional Fourier-based features in that they can obtain a higher speaker identification rate.

Direct Determination of Cationic Disordering in Sodium Bismuth Titanate

  • Choi, Si-Young;Ikuhara, Yuichi
    • Applied Microscopy
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    • v.42 no.3
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    • pp.164-173
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    • 2012
  • The relaxor ferroelectric feature in lead-free perovskite oxides, where the dipoles are randomly oriented and they can be feasibly aligned parallel to the external bias, is attracting lots of attention in the field of piezoelectric materials science, since it is one of candidates to replace the toxic lead-based materials that are still being commercially used. However, the origin of relaxor characteristic and its related atomic structure are still ambiguous. In this study, $Na_{1/2}Bi_{1/2}TiO_3$, chosen as a model relaxor system, was found to exhibit a cationic-disordered atomic structure; and furthermore the nonpolar atomic structure and its related oxygen tilting were ascertained via annular bright field imaging skill. We also found that this cationic disordering gives rise to the local formation of atomic vacancies.

Design of a Korean Speech Recognition Platform (한국어 음성인식 플랫폼의 설계)

  • Kwon Oh-Wook;Kim Hoi-Rin;Yoo Changdong;Kim Bong-Wan;Lee Yong-Ju
    • MALSORI
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    • no.51
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    • pp.151-165
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    • 2004
  • For educational and research purposes, a Korean speech recognition platform is designed. It is based on an object-oriented architecture and can be easily modified so that researchers can readily evaluate the performance of a recognition algorithm of interest. This platform will save development time for many who are interested in speech recognition. The platform includes the following modules: Noise reduction, end-point detection, met-frequency cepstral coefficient (MFCC) and perceptually linear prediction (PLP)-based feature extraction, hidden Markov model (HMM)-based acoustic modeling, n-gram language modeling, n-best search, and Korean language processing. The decoder of the platform can handle both lexical search trees for large vocabulary speech recognition and finite-state networks for small-to-medium vocabulary speech recognition. It performs word-dependent n-best search algorithm with a bigram language model in the first forward search stage and then extracts a word lattice and restores each lattice path with a trigram language model in the second stage.

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Design of Music Learning Assistant Based on Audio Music and Music Score Recognition

  • Mulyadi, Ahmad Wisnu;Machbub, Carmadi;Prihatmanto, Ary S.;Sin, Bong-Kee
    • Journal of Korea Multimedia Society
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    • v.19 no.5
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    • pp.826-836
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    • 2016
  • Mastering a musical instrument for an unskilled beginning learner is not an easy task. It requires playing every note correctly and maintaining the tempo accurately. Any music comes in two forms, a music score and it rendition into an audio music. The proposed method of assisting beginning music players in both aspects employs two popular pattern recognition methods for audio-visual analysis; they are support vector machine (SVM) for music score recognition and hidden Markov model (HMM) for audio music performance tracking. With proper synchronization of the two results, the proposed music learning assistant system can give useful feedback to self-training beginners.

A Study on the Effects of Interactivity of Convergence Media (통신방송 융합 미디어의 상호작용성 효과에 관한 연구)

  • Han, Eun-Jeong;Mun, Hyeong-Nam
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2007.05a
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    • pp.208-217
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    • 2007
  • The media industry influenced by digital convergence is developing in the direction which the media consumers change their passive attitudes for positive participation on the base of the interactivity of convergence media of telecommunication and broadcasting. And content is progressing toward on-demand service which is customer-oriented and open. In light of these findings, interactivity is the most important feature which is able to shift the paradigm of the media industry and critical success factors which should be considered in order to plan the media strategy. This study is aimed at shedding light on the effects of interactivity factors, which are main factors of ubiquitous environment, on consumer's acceptance intention and describing the role of perceived interactivity and awareness of media substitution in the process of formation of acceptance intention..

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Pedestrian Detection using HOG Feature and Multi-Frame Operation (HOG 특징과 다중 프레임 연산을 이용한 보행자 탐지)

  • Seo, Chang-jin;Ji, Hong-il
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.64 no.3
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    • pp.193-198
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    • 2015
  • A large number of vision applications rely on matching keypoints across images. Pedestrian detection is under constant pressure to increase both its quality and speed. Such progress allows for new application. A higher speed enables its inclusion into large systems with extensive subsequent processing, and its deployment in computationally constrained scenarios. In this paper, we focus on improving the speed of pedestrian detection using HOG(histogram of oriented gradient) and multi frame operation which is robust to illumination changes in cluttering images. The result of our simulation indicates that the detection rate and speed of the proposed method is much faster than that of conventional HOG and differential images.

A Study on Multi Target Tracking using HOG and Kalman Filter (HOG와 칼만필터를 이용한 다중 표적 추적에 관한 연구)

  • Seo, Chang-Jin
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.64 no.3
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    • pp.187-192
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    • 2015
  • Detecting human in images is a challenging task owing to their variable appearance and the wide range of poses the they can adopt. The first need is a robust feature set that allows the human form to be discriminated cleanly, even in cluttered background under difficult illumination. A large number of vision application rely on matching keypoints across images. These days, the deployment of vision algorithms on smart phones and embedded device with low memory and computation complexity has even upped the ante: the goal is to make descriptors faster compute, more compact while remaining robust scale, rotation and noise. In this paper we focus on improving the speed of pedestrian(walking person) detection using Histogram of Oriented Gradient(HOG) descriptors provide excellent performance and tracking using kalman filter.

A Development of the Algorithms for Automation of Slicing Machine with GUI Interface (GUI를 이용한 슬라이싱 머신의 자동화 알고리즘 개발)

  • Kim, Hyoung-Tae;Yang, Hae-Jeong;Song, Chang-Seop
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.7
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    • pp.85-93
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    • 1999
  • In this study, PC-based slicing machine and driving software were constructed for the purpose of automation of semi-conductor cutting process. The biggest feature of software is variation of parameter and include data base, signal monitoring, error report, corresponding action or automatic motion planing. Parameters were drawn and algorithms were developed to make software by GUI interface. The cutting experiment was done for sampled wafer to see the effectiveness of the soft automation. From the experimented and implemented results, it is shown that parameters for automation of slicing process could be drawn, then its algorithms constructed. It could be considered what is the merit of this slicing machine by comparing the PC-based and the NC-based.

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A Study on Lighting Design of Hotel Guest-room - Focused on the Puerta America hotel in Spain - (호텔 객실의 조명 디자인 사례 연구 - 스페인 Puerta America Hotel을 중심으로 -)

  • Yi, Yon-Soo;Ha, Mi-Kyung
    • Proceedings of the Korean Institute of Interior Design Conference
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    • 2007.05a
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    • pp.188-192
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    • 2007
  • The best feature of Hotels is they have 24 business hours providing various services. But Interior designers can't change space to answer every demands, it's mood can be changed by lighting design. Especially guest rooms have complex functions like space with habitability and office use. Well planed lighting design in guest rooms is an essential element to help creating interior space in designer's intention with cozy feeling. Here this study is purposed to present a desirable lighting environment satisfying future-oriented function and design throughout the latest examples' analysis of guest room carrying out various functions in hotels.

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Design Modeling of Web-Base a Written Application System using UML (UML을 이용한 웹 기반 원서접수 시스템 설계 모델링)

  • Hwang, Hyun-Bo;Kim, Seok-Soo;Lee, Jae-Cheol
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.11c
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    • pp.2059-2062
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    • 2002
  • In this paper, We are design & implement to the Web based a written Application system using the objected oriented language UML. This system has the many effect which are reusing and maintenance by the pattern definition of implementation steps. Also this system has a special feature among the other web based a written Application systems because this system is supply to user directed methods.

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