• Title/Summary/Keyword: end-to-end performance

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A study on end-to-end speaker diarization system using single-label classification (단일 레이블 분류를 이용한 종단 간 화자 분할 시스템 성능 향상에 관한 연구)

  • Jaehee Jung;Wooil Kim
    • The Journal of the Acoustical Society of Korea
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    • v.42 no.6
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    • pp.536-543
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    • 2023
  • Speaker diarization, which labels for "who spoken when?" in speech with multiple speakers, has been studied on a deep neural network-based end-to-end method for labeling on speech overlap and optimization of speaker diarization models. Most deep neural network-based end-to-end speaker diarization systems perform multi-label classification problem that predicts the labels of all speakers spoken in each frame of speech. However, the performance of the multi-label-based model varies greatly depending on what the threshold is set to. In this paper, it is studied a speaker diarization system using single-label classification so that speaker diarization can be performed without thresholds. The proposed model estimate labels from the output of the model by converting speaker labels into a single label. To consider speaker label permutations in the training, the proposed model is used a combination of Permutation Invariant Training (PIT) loss and cross-entropy loss. In addition, how to add the residual connection structures to model is studied for effective learning of speaker diarization models with deep structures. The experiment used the Librispech database to generate and use simulated noise data for two speakers. When compared with the proposed method and baseline model using the Diarization Error Rate (DER) performance the proposed method can be labeling without threshold, and it has improved performance by about 20.7 %.

The Impact of Nurses' Attitude toward Dignified Death and Moral Sensitivity on Their End-of-Life Care Performance (간호사의 품위 있는 죽음태도와 도덕적 민감성 정도가 임종간호수행에 미치는 영향)

  • Jo, Kae Hwa;Kim, Yeon Ja
    • Journal of Hospice and Palliative Care
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    • v.16 no.4
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    • pp.223-231
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    • 2013
  • Purpose: This study was conducted to explore how nurses' attitude toward dignified death and moral sensitivity affect their end-of-life care performance. Methods: Study participants were 172 nurses who work at university hospitals in a metropolitan city in Korea. Data were collected from June 20 through August 13, 2012 using the Dignified Death Scale, Moral Sensitivity Scale, and End-of-Life Care Performance Scale. Data were analyzed using the SPSS/WIN 19.0 program. Results: Factors affecting nurses' end-of-life care performance included moral sensitivity, dignified death and education level. Conclusion: Moral sensitivity, dignified death and education level should be considered when developing an educational program for nurses' end-of-life care performance.

OTP: An Overlay Transport Protocol for End-to-end Congestion and Flow Control in Overlay Networks

  • Kim, Kyung-Hoe;Kim, Pyoung-Yun;Youm, Sung-Kwan;Seok, Seung-Joon;Kang, Chul-Hee
    • Journal of IKEEE
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    • v.11 no.4
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    • pp.331-339
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    • 2007
  • The problem of architecting a reliable transport system across an overlay network using split TCP connections as the transport primitive is mainly considered. The considered overlay network uses the application-level switch in each intermediate host. We first argue that natural designs based on store-and-forward principles that are maintained by split TCP connections of hop-by-hop approaches. These approaches in overlay networks do not concern end-to-end TCP semantics. Then, a new transport protocol-Overlay Transport Protocol (OTP)-that manages the end-to-end connection and is responsible for the congestion/flow control between source host and destination host is proposed. The proposed network model for the congestion and flow control mechanisms uses a new window size-Ownd-and a new timer in the source host and destination host. We validate our analytical findings and evaluate the performance of our OTP using a prototype implementation via simulation.

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Front End Planning Tool (FEPT) Based on an Electronic Process Management

  • Safa, Mahdi;Haas, Carl T.;Hipel, Keith W.;Gray, Joel
    • Journal of Construction Engineering and Project Management
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    • v.3 no.2
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    • pp.1-12
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    • 2013
  • Research indicates that good front-end planning (FEP) results in the achievement of higher levels of project performance. By facilitating collaboration among stakeholders in diverse locations with the use of workflow-enabled processes, such pressures can be reduced, and the overall process and results of FEP can be improved. With these goals, a front-end planning tool (FEPT) has been developed as support for owners and major contractors who are engaged in front-end planning. This paper presents the new FEPT and describes how it has been used for construction megaprojects in the nuclear power, oil and gas, and mining industries. The paper begins with the definitions related to and an explanation of the general process for implementing and applying the FEPT and then describes and analyzes how the FEPT was applied in case study projects in order to test its validity. The results indicate that the FEPT increases the efficiency and effectiveness of front-end planning for the megaprojects studied and that it has the potential to produce similar results for other megaprojects.

End-of-Life Assessments and Communication for Dying Patients and Their Families

  • Lee, Eun Kyung;Jeong, Hyae Yeong;Kim, Kyung Won
    • Journal of Hospice and Palliative Care
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    • v.24 no.3
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    • pp.194-197
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    • 2021
  • End-of-life assessments aim to help dying patients and their families plan clinical interventions in advance and prepare them for a peaceful end of life, in which the patient accepts life and death, and the family accepts the patient's departure. It is important to assess whether death is imminent within a few days, because critical hospice care is provided intensively during that period. The following five changes constitute objective evidence of the end of life: diminished daily living performance, decreased food intake, changes in consciousness and increased sleep quantity, worsening of respiratory distress, and end-stage delirium. As subjective evidence, it is suggested that sensitive perceptions of experienced nurses and the feelings of family members caring for patients should also be considered. When notifying a patient or family members that the end of life is approaching, the members of the multidisciplinary hospice team must communicate with each other, share accurate information, and provide consistent explanations. They must also listen to non-verbal communication in an empathic and supportive manner.

Analytical Study on Structural Performance of Wire-Integrated Steel Decks with Varied Lattice End-Support Configurations (철선일체형 데크플레이트의 래티스 단부 지지형상과 구조성능에 대한 해석적 연구)

  • Sanghee Kim;Jong-Kook Hong;Deung-Hwan Kim
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.27 no.1
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    • pp.95-102
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    • 2023
  • This study investigated the structural performance of wire-integrated steel decks with varied lattice end support conditions through finite element analysis. The results indicated that the steel decks with the lattice foots positioned above the supporting structural member have the higher system stiffness compared to the cases with the lattice foots shifted away from the support. It is also observed that the contribution of the end vertical bars on both the system stiffness and the strength is negligible when the lattice foots are located on the support. It is, especially, revealed that the end vertical bars can be eliminated when the lattice foot length is not smaller than 40mm. The ultimate load-carrying capacity of the system is not significantly affected by the lattice end support condition. The failure mode of the system is the top bar buckling at the center of the deck plate, the lattice end buckling, and the combination of both depending of design intention.

End-to-End Method for Improving TCP Performance for MANET (MANET용 TCP의 성능 개선을 위한 단-대-단 방법)

  • Yim Jaegeol
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.42 no.2 s.302
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    • pp.1-10
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    • 2005
  • The current implementation of TCP for the Internet is not efficient when used for Mobile Ad hoc Networks (MANENTs). This is because TCP assumes that all packet losses are caused by congestion, whereas transmission errors are a main reason for packet losses in wireless networks. To remedy this situation and increase performance, we propose an end-to-end method of using propagation delays and the differences between propagation delays to distinguish the causes for packet losses. The proposed method has two characteristics: Firstly, it is energy-efficient because this solution is only initiated when a packet loss is detected. Secondly, our approach considers only the one way propagation delay and is more accurate in determining causes for packet losses than existing methods which consider round trip time. Petri net models of the proposed TCP and of the standard TCP have been built and simulations have been performed on them. Our simulation results show that the proposed approach increases throughput and reduces propagation delay compared with standard TCP.

Secure QoS Billing System Using Audit Trail Subsystem Design & Implementation (감사 추적 시스템 설계 및 구현을 통한 안전한 QoS 빌링 시스템)

  • Park, U-Chul;Kim, Jeong-Nyeo;Lee, Byeong-Ho
    • The KIPS Transactions:PartC
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    • v.8C no.5
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    • pp.597-606
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    • 2001
  • In this paper, we propose the delay sensitive traffic and a high bandwidth QoS service in order to supply real-time traffic such as VoIP, multimedia service. We use IntServ over DiffServ network to supply end-to-end QoS service in the IETF. We define the proposed QoS services which are Best, Good, Default service. We analyze the performance using NS simulator with end to end QoS service in IntServ over DiffServ network. The proposed billing system uses the Accounting, Authentication, Authorization (AAA) functions of RADIUS protocol and proposes the dynamic pricing method according to network usage state using end-to-end QoS of IntServ over DiffServ network. In order to secure billing system, we design and implement audit trail system by the IEEE POSIX.1E standard.

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A Study on the Performance Enhancement of the Macro Handover in HMIP According to Protocol Layers

  • Woo, Jong-Jung;Ahn, Chi-Hyun
    • Journal of information and communication convergence engineering
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    • v.8 no.2
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    • pp.168-172
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    • 2010
  • The Network-based handover still has problems such as the transmission delays and the packet losses in the case of macro mobility, though technological advances have been made in the wireless and mobile communication. For end-to-end handover, the link bandwidth has been reduced in the wireless network due to its burst errors and congestion control. To overcome such problems, we propose a new scheme of the macro handover according to the protocol layer. The proposed macro handover is implemented on the network layer to partially substitute wired signaling for wireless signaling, to flexibly employ buffers, and on the transport layer to postpone its retransmission time. We have performed extensive simulation using ns-2 and the result shows that our proposed scheme outperforms the other existing schemes in terms of transmission delay, packet loss, and data transfer rate during the handovers.

Partial CSI-Based Cooperative Power Allocation in Multi-Cell Dual-Hop MISO Relay Systems (다중-셀 이중-홉 MISO 릴레이 시스템에서 부분 채널 정보를 이용한 협력 전력 할당 기법)

  • Cho, Hee-Nam;Kim, Ah-Young;Lee, Jin-Woo;Lee, Young-Hwan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.9C
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    • pp.887-895
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    • 2009
  • This paper proposes a cooperative power allocation with the use of partial channel information (e.g., the average signal-to-noise ratio (SNR) and transmit correlation) in multi-cell dual-hop multi-input single-output (MISO) relay systems. In a dual-hop MISO relay channel, it is desirable to allocate the transmit power between dual-hop links to maximize the end-to-end capacity. We consider the maximization of the end-to-end capacity of a dual-hop MISO relay channel under sum-power constraint. The proposed scheme adaptively allocates the transmit power considering the average channel gain of the target relay and the transmit correlation of the desired and inter-relay interference channel from adjacent relays. It is shown by means of upper-bound analysis that the end-to-end capacity can be maximized by making the angle difference of the principal eigenvectors of the desired and inter-relay interference channel orthogonal in highly-correlated channel environments. Finally, the performance of the proposed scheme is verified by computer simulation.