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Deep neural network 기반 오디오 표식을 위한 데이터 증강 방법 연구
김범준,문현기,박성욱,박영철,Kim, Bum-Jun,Moon, Hyeongi,Park, Sung-Wook,Park, Young cheol 한국음향학회 2018 韓國音響學會誌 Vol.37 No.6
본 논문에서는 DNN(Deep Neural Network) 기반 오디오 표식을 위한 데이터 증강 방법을 연구한다. 본 시스템에서는 오디오 신호를 멜-스펙트로그램으로 변환하여 오디오 표식을 위한 심층신경망의 입력으로 사용한다. 적은 수의 훈련 데이터를 사용하는 경우 발생하는 문제를 해결하기 위해, 타임 스트레칭, 피치 변화, 동적 영역 압축, 블록 혼합 등의 방법을 사용하여 훈련 데이터를 증강시켰다. 사용된 데이터 증강 기법의 최적 파라미터와 최적 조합을 오디오 표식 시뮬레이션을 통해 확인하였다. In this paper, we present a study on data augmentation methods for DNN (Deep Neural Network)-based audio tagging. In this system, an audio signal is converted into a mel-spectrogram and used as an input to the DNN for audio tagging. To cope with the problem associated with a small number of training data, we augment the training samples using time stretching, pitch shifting, dynamic range compression, and block mixing. In this paper, we derive optimal parameters and combinations for the augmentation methods through audio tagging simulations.
3$\times$1패턴에 의한 3차원 브레이드의 기하학적 모델
김범준,이재곤,강태진,Kim, Beom-Jun,Lee, Jae-Gon,Gang, Tae-Jin 한국섬유공학회 1989 한국섬유공학회지 Vol.26 No.2
The micromechanics of 3-D braided preform by 3 $\times$1 pattern has been analyzed Based on the actual yarn paths and interlacing patterns, geometric relations between the structural parameters are analytically established. Analysis of the yarn paths during one repeat of the preform gives the number of different groups of the yarn with the same pattern in the structure which will in turn decide the yarn types used in the formation of hybrid composites where several different types of yarns are used. Observation of the preform surface cut at an angle of 18$^{\circ}$gives the interlacing pattern of the yarns and the critical condition of jamming in all directions has been determined with the critical orientation angle of 54$^{\circ}$which is smaller than that 1 $\times$1 pattern preform which is calculated as 60$^{\circ}$. This difference in critical orientation angle will result in difference in physical properties of the composites. The maximum yarn volume fraction was determind to be 63.4% which is smaller than 78.5% of 1 $\times$1 pattern preform. The validity of the analytical model was examined by testing the preforms braided with several different high performance fibers.
MPEG-2 Continuous Count Error와 IPTV 사용자 체감 품질과의 상관관계 분석
김범준,Kim, Beom-Joon 한국전자통신학회 2010 한국전자통신학회 논문지 Vol.5 No.4
최근 이슈가 되고 있는 IPTV 서비스의 성공적인 정착과 관련된 중요한 이슈로 서비스 품질을 들 수 있다. 현재 IPTV 서비스의 품질에 영향을 미치는 상당히 많은 파라미터들이 알려져 있다. 그럼에도 불구하고 실시간으로 모든 파라미터를 전부 감시하고 관리한다는 것은 현실적으로 거의 불가능한 일이다. 따라서 IPTV 서비스에 미치는 영향의 정도가 큰 몇몇 핵심 파라미터를 선정하는 것이 필요하게 되었다. 이러한 목적을 위하여 본 논문에서는 IPTV 서비스의 품질을 감시하고 측정하는 실제 환경을 구성하고 각 파라미터가 이에 미치는 영향을 분석하고자 한다. 특히 MPEG-2 전송 스트림 계층에서 측정되는 Continuous Count Error(CCE)에 주목하여 이의 영향이 다른 파라미터에 비해 매우 큼을 보인다. The service quality is one of the most important issue for successful deployment of IPTV services. Currently, a number of parameters have been reported that they have an effect on the quality of IPTV services. However, it is almost impossible to monitor and manage all the parameters in real time. Key parameters, therefore, should be chosen as a service metric for efficient quality management of IPTV services. For this purpose, we implement an environment for monitoring and measuring the quality of IPTV services and try to figure out the effect of each parameter on the quality of IPTV services. In particular, we focus on a parameter called continuous count error (CCE) measured at the level of MPEG transport stream (TS) and show that it has a greater effect on the quality of IPTV services than other parameters.
사용자 위주 IPTV 서비스 품질 측정 소프트웨어 개발
김범준,Kim, Beom-Joon 한국전자통신학회 2010 한국전자통신학회 논문지 Vol.5 No.3
Recently IPTV service is becoming an emerging service representing IP convergence that is enabled on the broadband networks. It is an essential and very important issue to manage the service quality of IPTV service effectively for its successful deployment because of the innate nature of current Internet that cannot support quality of service (QoS). In particular, it is required that subscriber can measure and judge the service quality of IPTV service directly, which is impossible with the current method usually depending on a measurement equipment. In this paper, therefore, we introduce an implementation of a software that is installed at a set-top on the subscriber side and measures the quality of IPTV service in real time. In order to verify the performance of the implemented software, we perform a number of tests and compare the result with the measurement equipments in common use. By the comparison, it is shown that the measurement by the implemented software is precise and reliable. 최근 네트워크의 광대역화에 따른 대표적인 새로운 서비스로 IPTV 서비스를 들 수 있다. 서비스 품질을 보장하지 못하는 인터넷을 통한 IPTV 서비스가 성공적으로 정착하여 활성화되기 위해서는 철저한 서비스 품질 관리가 필수적이다. 특히 향후에는 서비스 이용자 스스로 서비스 품질을 직접 측정할 수 있도록 하는 것이 바람직함에도 불구하고 아직까지 이를 위한 적절한 방안이 없는 상태이다. 따라서 본 논문에서는 서비스 이용자 측에 있는 셋톱박스에 설치하여 실시간으로 IPTV 서비스의 품질을 측정하기 위한 소프트웨어를 소개한다. 개발된 소프트웨어의 성능을 검증하기 위하여 기존의 대표적인 두 개의 상용 계측기와 측정 결과를 비교 분석하였고 그 결과 개발된 소프트웨어를 통한 측정 결과가 상당히 정확하고 신뢰할만하다는 것을 확인할 수 있다.
전기자동차 배터리 충전을 위한 DC - DC컨버터용 Super Junction MOSFET 설계에 관한 연구
김범준,홍영성,심관필,강이구,Kim, Bum June,Hong, Young Sung,Sim, Gwan Pil,Kang, Ey Goo 한국전기전자재료학회 2013 전기전자재료학회논문지 Vol.26 No.8
Release competition and development of eco-friendly vehicles have been conducted violently also automaker, it will be a high growth industry of the charger and battery, which is the driving source of the motor of an electric vehicle. Reduces the on-resistance power elements DC - DC converter for battery charger for electric vehicles, must minimize switching losses. Should have a low on-resistance power than existing products. Compare the Super Junction MOSFET and Planar MOSFET, As a result, super junction MOSFET improve on about 87.4% on-state voltage drop performance than planar MOSFET.
Synthesis of Benzoxazole Amides as Novel Antifungal Agents against Malassezia Furfur
김범준,Jinah Kim,Young-Kook Kim,최순용,박혜영 대한화학회 2010 Bulletin of the Korean Chemical Society Vol.31 No.5
Malassezia is a pathogenic fungus that causes skin diseases, such as tinea versicolor, atopic dermatitis and fatal sepsis. We report the synthesis of a series of benzoxazole amides and evaluation of their antifungal activity against Malassezia furfur. Twelve benzoxazole amides were prepared through the cyclization of the substituted 2-hydroxy aniline with N-(bis-methylsulfanylmethylene) amides. Among the prepared compounds, the compounds 4a, 8b, 8c and 8d showed in vitro antifungal activity.
김범준,박수영,최동훈,Kim, Beom Jun,Park, Su Yeong,Choe, Dong Hun Korean Chemical Society 2001 Bulletin of the Korean Chemical Society Vol.22 No.3
We investigated H-type molecular aggregation in a simply spin-coated amorphous homopolymer film of polymethacrylate containing push-pull azobenzene moieties. It was found that the aggregate formation was strongly influenced by thermal treatment an d that the aggregate created in the polymer film could be easily disrupted by irradiation of a linearly polarized light. In the first writing cycle of aggregated polymer film, photo-induced birefringence showed a steep increase to the highest value followed by a gradual decrease to the certain asymptotic value under longer irradiation of a linearly polarized light. This unique behavior could be attributed to the cooperative motion and the disruption of the aggregated molecules under continuous irradiation of light.
김범준,차용훈,임재형,박광호,허종기,Kim, Bum-Joon,Cha, Yong-Hoon,Lim, Jae-Hyung,Park, Kwang-Ho,Huh, Jong-Ki 대한악안면성형재건외과학회 2010 Maxillofacial Plastic Reconstructive Surgery Vol.32 No.6
Purpose: Anatomical reduction of the fractured condylar process is an important prerequisite for re-establishing function. The authors reported about effectiveness of transoral approach for mandibular subcondyle fracture using trochar device in cases that the fracture line is below the reference line, the perpendicular line of the longitudinal axis of condylar process passing the lowest point of sigmoid notch. As a serial study, we report the open reduction via preauricular approach for mandibular condyle fracture, in cases that the fracture line is above the reference line. Patients and Methods: Sixteen condylar fractures of 15 adult patients were divided two groups and treated by open reduction via preauricular approach (8 cases) or by closed reduction (8 cases). The degree of maximal mouth opening, occlusion, anatomical reduction, condylar resorption and complications were assessed and evaluated for the two groups. Results: The open reduction of condyle via preauricular approach leads to good results without permanent complications. Anatomical reduction of open reduction group and maximal mouth opening range of the closed reduction group is significantly better than the other group. No significant differences were found in the condylar resorption and the occlusion. Conclusion: The preauricular approach was useful to reduce and fix the condylar fragment, in cases that the fracture line is above the reference line.