• Title/Summary/Keyword: voice problem

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DNN based Robust Speech Feature Extraction and Signal Noise Removal Method Using Improved Average Prediction LMS Filter for Speech Recognition (음성 인식을 위한 개선된 평균 예측 LMS 필터를 이용한 DNN 기반의 강인한 음성 특징 추출 및 신호 잡음 제거 기법)

  • Oh, SangYeob
    • Journal of Convergence for Information Technology
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    • v.11 no.6
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    • pp.1-6
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    • 2021
  • In the field of speech recognition, as the DNN is applied, the use of speech recognition is increasing, but the amount of calculation for parallel training needs to be larger than that of the conventional GMM, and if the amount of data is small, overfitting occurs. To solve this problem, we propose an efficient method for robust voice feature extraction and voice signal noise removal even when the amount of data is small. Speech feature extraction efficiently extracts speech energy by applying the difference in frame energy for speech and the zero-crossing ratio and level-crossing ratio that are affected by the speech signal. In addition, in order to remove noise, the noise of the speech signal is removed by removing the noise of the speech signal with an average predictive improved LMS filter with little loss of speech information while maintaining the intrinsic characteristics of speech in detection of the speech signal. The improved LMS filter uses a method of processing noise on the input speech signal by adjusting the active parameter threshold for the input signal. As a result of comparing the method proposed in this paper with the conventional frame energy method, it was confirmed that the error rate at the start point of speech is 7% and the error rate at the end point is improved by 11%.

The Effects of Children's Problem Behaviors on Early Childhood Teachers' Coping Strategies (유아의 문제행동 유형이 교사의 대처전략에 미치는 영향)

  • Kim, Joeng Kyoum;Kang, Young-Sik
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.7
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    • pp.467-474
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    • 2016
  • This study is intended to look into the effects of children's problem behaviors on the coping strategies of teachers involved in early childhood education (ECE). To achieve this, a survey was administered to 90 teachers involved in ECE at kindergartens and child care centers in Daejeon Metropolitan City. The findings showed that these teachers have a professionalism and suitability for their career and excellent ability to cope with the problems of children in this age group. The results showed that competent teachers had less tendency to put children in the corner or give physical punishment to them than incompetent teachers. Competent teachers didn't use coping strategies involving scolding or saying no with a somewhat loud voice, but rather pointed to each word accurately or helped the children express their feelings and understand their situation. However, their coping strategies may not always be suitable in all situations. When necessary, saying no accurately with an accompanying warning is also important. Consequently, career and professional knowledge are important for teachers involved in ECE, and it would be useful to collate the diverse strategies that they use.

The Impact of Science Classes Applying Collaborative Problem solving for Character Competency (CoProC) on the Character Competence and Scientific Affective Characteristics of Vocational High School Students (협력적 문제해결 중심 교수모델(CoProC)을 적용한 과학 수업이 공업계열 특성화고 학생들의 인성 역량과 과학의 정의적 특성에 미치는 영향)

  • Kang, Sinae;Park, Jihun;Nam, Jeonghee
    • Journal of the Korean Chemical Society
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    • v.65 no.6
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    • pp.468-483
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    • 2021
  • The purpose of this research was to analyze the impact of Collaborative Problem solving for Character competency (CoProC) applied science classes on the character competence and scientific affective characteristics of vocational high school students. To achieve this, two junior classes of chemical industry majors in a vocational high school, were selected as the experimental group with 43 participants, and character competence test, scientific affective characteristic test, group discussion voice recordings, reflection activity sheets were analyzed. Based on the results of the study, the experimental group showed a statistically significant differences in value for the total character competence test score compared to the control group, and it had statistically significant differences in the nine lower character competence factors. Based on the results of the scientific affective characteristic test result, the experimental group was higher in total score to a statistically significant degree compared to the control group, and showed a statistically significant difference in seven of the lower factors, excluding consistency in interest. Therefore, science classes with CoProC applied were effective in cultivating the character competence and enhancing the scientific affective characteristics of vocational high school students.

A Study on Social Justice and Common Good in Television Dramas - With a Focus on Works by Park Hye-ryeon (텔레비전드라마에 나타난 사회 정의와 공동선에 관한 연구 -박혜련 작가의 작품을 중심으로)

  • Park, Sang-Wan
    • Journal of Popular Narrative
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    • v.25 no.2
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    • pp.73-116
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    • 2019
  • In recent years, television dramas have adopted an emerging approach of imagining a just society via fantasy. This study set out to examine by stages the patterns of social justice in I Hear Your Voice, Pinocchio, and While You Were Sleeping written by Park Hye-ryeon, who has been leading this trend. I Hear Your Voice shows why social justice is needed, as it is set against the backdrop of a society in which legal justice has collapsed. In this drama, the collapse of the legal justice system indicates that democratic society is falling apart at the roots. As a result, pain and suffering is propagated among the petit bourgeois, with social justice being demanded as an alternative to this problematic reality. The supernatural power of reading the thoughts of others is used to remind viewers of the value of truth and trust and raises the possibility of the existence of a true heart as an alternative from a social justice perspective. Set in a society in which media justice is distorted, Pinocchio makes an attempt at changing ideas about social justice. In this drama, the corrupt media justice covers up truth and becomes a parasite to power, creating victims that are falsely accused. In this situation, the Pinocchio Syndrome, which makes people hiccup when telling a lie, shows paradoxically that truth can be distorted, and ultimately destroys absoluteness that is not truth. Finally, While You Were Sleeping inherits the world views of the two previous dramas and proposes a type of social justice called 'common good' as an alternative. A completely unfair society is created when legal justice collapses and media justice is distorted. In this situation, the ability to see the future is an ability to imagine a world of possibilities. Altruistic choices based on trust in others help us to realize a positive future. Social justice as common good to enable solidarity among subjects in a way that transcends the limitations of time and space is proposed as an alternative to overcome the problem of an unfair society. Given the recent reality of South Korean society, this common good and these ways of life might literally seem like a fantasy. When social justice is represented by efforts and reconstruction processes to overcome the current social issues and make a better future, common good based on the understanding and sympathy of others can be an alternative to improve a reality that is problematic at its root. Ultimately, Park's three works explore the feasibility of a just society that is yet to come from the aspect of the common good.

Robust Speech Segmentation Method in Noise Environment for Speech Recognizer (음성인식기 구현을 위한 잡음에 강인한 음성구간 검출기법)

  • 김창근;박정원;권호민;허강인
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.2
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    • pp.18-24
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    • 2003
  • One of the most important subjects in the implementation of real time speech recognizer is to design both reliable VAD(Voice Activity Detection) and suitable speech feature vector. But, because it is difficult to calculate reliable VAD in the environment having surrounding noise, designed suitable speech feature vector may not be obtained. Solving this problem, in this paper, we implement not only short time power spectrum which is generally used but also two additive parameters, the comparison measure of spectrum density having robust property in noise and linear discriminant function using linear regression, then perform VAD by using the combination of each parameter having apt weight in other magnitudes of surrounding noise and confirm that proposed parameters show a robust characteristic in circumstances having surrounding noise by using DTW(Dynamic Time Waning) in recognition experiment.

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Study on Dynamic Priority Collision Resolution Algorithm in HFC-CATV Network (HFC-CATV 망에서 동적 우선순위 충돌해결알고리즘에 관한 연구)

  • Lee, Su-Youn;Chung, Jin-Wook
    • The KIPS Transactions:PartC
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    • v.10C no.5
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    • pp.611-616
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    • 2003
  • Recently, the HFC-CATV network stand in a substructure of superhighway information network. Because of sharing up to 500 of subscribes, the Collision Resolution Algorithm needs in the upstream channel of HFC-CATV network. In order to provide Quality of Service (QoS) to users with real-time data such as voice, video and interactive service, the research of Collision Resolution Algorithm must include an effective priority scheme. In IEEE 802.14, the Collision Resolution Algorithm has high request delay because of static PNA(Priority New Access) slots structure and different priority traffics with the same probability. In order to resolve this problem, this paper proposed dynamic priority collision resolution algorithm with ternary tree algorithm. It has low request delay according to an increase of traffic load because high priority traffic first resolve and new traffic content with different probability. In the result of the simulation, it demonstrated that the proposed algorithm needs lower request delay than that of ternary tree algorithm with static PNA slots structure.

NUI/NUX framework based on intuitive hand motion (직관적인 핸드 모션에 기반한 NUI/NUX 프레임워크)

  • Lee, Gwanghyung;Shin, Dongkyoo;Shin, Dongil
    • Journal of Internet Computing and Services
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    • v.15 no.3
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    • pp.11-19
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    • 2014
  • The natural user interface/experience (NUI/NUX) is used for the natural motion interface without using device or tool such as mice, keyboards, pens and markers. Up to now, typical motion recognition methods used markers to receive coordinate input values of each marker as relative data and to store each coordinate value into the database. But, to recognize accurate motion, more markers are needed and much time is taken in attaching makers and processing the data. Also, as NUI/NUX framework being developed except for the most important intuition, problems for use arise and are forced for users to learn many NUI/NUX framework usages. To compensate for this problem in this paper, we didn't use markers and implemented for anyone to handle it. Also, we designed multi-modal NUI/NUX framework controlling voice, body motion, and facial expression simultaneously, and proposed a new algorithm of mouse operation by recognizing intuitive hand gesture and mapping it on the monitor. We implement it for user to handle the "hand mouse" operation easily and intuitively.

A Method of Graphic Representation of Mathematical Sentences for Game Generation (게임세대를 위한 수학문장의 그래픽 표현방법)

  • Chang, Hee-Dong
    • Journal of Korea Game Society
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    • v.12 no.5
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    • pp.5-12
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    • 2012
  • The information represented by graphic is preferred more than by text to the game generation familiar to computer games in the cognitive style. The learning to solve the math problems represented by graphic is significantly effective to improve learner's problem-solving power in math education. In this paper, we proposed a method of graphic representation of mathematical sentences for effective learning of the game generation. The proposed method arranges the unit informations in the logical structure and represent the logical interrelation between the informations by symbols, line segments, or arrows using the graphic elements with good visibility for the game generation to recognize easily and to understand accurately the logical meaning. The proposed method is able to represent accurately the math sentences until the detail level that appears the tense and the voice of the sentences differently from the previous graphic representation method's ability. The proposed method could be used as learning tools and used widely to represent graphically mathematical informations for the instructional scaffolding of an educational game in oder that the game generation could learn effectively.

A Study on a Elevator Emergency Call Device System and Performance Evaluation based on ICT for Efficient Handling in Emergency Situation (위급상황 시 효율적인 대처를 위한 ICT 기반의 엘리베이터 비상통화장치 시스템 및 성능 비교 연구)

  • Jung, Se-Hoon;Park, Sung-Kyun;Park, Hong-Jun;So, Won-Ho;Park, Dong-Kook;Sim, Chun-Bo
    • The Journal of the Korea institute of electronic communication sciences
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    • v.10 no.4
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    • pp.449-459
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    • 2015
  • A lot of people were trapped in elevators without power supply when BLACK-OUT situation occurred in 2011. The telephone network of control room connected to the elevators had problem operating poorly. In this paper we propose an ICT based elevator emergency call device prototype system and evaluate the performance of the system. The proposed system quickly responds in emergency situation to guarantee passenger safety. For the goal, firstly the system tries to connect to a control room. If it fails the system attempts to call numbers for emergency contact and a rescue team sequentially. The system is designed to quickly support emergency contact as well. Finally, the information of elevator failure is rapidly transferred to the failure process device by the proposed system.

A Study for the Management of the Wireless Communication for Safety of Firefighteer in Fire Scene (소방공무원 현장안전을 위한 무선통신망 운영에 관한 연구)

  • Son, Eun-Soo;Park, Tae-Sun;Kim, Jong-Nak;Yoon, Myong-O
    • Fire Science and Engineering
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    • v.27 no.1
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    • pp.60-65
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    • 2013
  • From an accident at 2:00 a.m. in November 2nd, 2012 that one fire-fighter died while suppressing the E land World Inc. Fire in Bupyeong-Gu, Incheon, we concluded the problem and the improvement method of using the wireless communication (the two-way radio) that the fire safety officer and the safety crew use when identifying the safety of the fire scene. And after the investigation, we could find that the communication between the fire safety officer and the safety crew was difficult in the scene of the fire by voice because of much noise, so they could rely solely on the wireless communication. Therefore, we investigated the wireless communication and its frequency now used in Incheon Fire Safety Devision. Also, we compared with those of the military and the police. As a result, by making use of the wireless communication and its frequency currently possessed in Incheon Fire Safety Division, we found that the fire safety officer and the safety crew rescuing people at the risk of their own life in the various fire scene can communicate effectively.