• Title/Summary/Keyword: Voice communication

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Harnessing the Power of Voice: A Deep Neural Network Model for Alzheimer's Disease Detection

  • Chan-Young Park;Minsoo Kim;YongSoo Shim;Nayoung Ryoo;Hyunjoo Choi;Ho Tae Jeong;Gihyun Yun;Hunboc Lee;Hyungryul Kim;SangYun Kim;Young Chul Youn
    • Dementia and Neurocognitive Disorders
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    • v.23 no.1
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    • pp.1-10
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    • 2024
  • Background and Purpose: Voice, reflecting cerebral functions, holds potential for analyzing and understanding brain function, especially in the context of cognitive impairment (CI) and Alzheimer's disease (AD). This study used voice data to distinguish between normal cognition and CI or Alzheimer's disease dementia (ADD). Methods: This study enrolled 3 groups of subjects: 1) 52 subjects with subjective cognitive decline; 2) 110 subjects with mild CI; and 3) 59 subjects with ADD. Voice features were extracted using Mel-frequency cepstral coefficients and Chroma. Results: A deep neural network (DNN) model showed promising performance, with an accuracy of roughly 81% in 10 trials in predicting ADD, which increased to an average value of about 82.0%±1.6% when evaluated against unseen test dataset. Conclusions: Although results did not demonstrate the level of accuracy necessary for a definitive clinical tool, they provided a compelling proof-of-concept for the potential use of voice data in cognitive status assessment. DNN algorithms using voice offer a promising approach to early detection of AD. They could improve the accuracy and accessibility of diagnosis, ultimately leading to better outcomes for patients.

An Integrated E-model Implementation for Speech Quality Measurement in VoIP and VoLTE (VoIP와 VoLTE 음성 품질 측정을 위한 통합 E-model 구현)

  • Kim, Bog-Soon;Baek, Kwang-Hyun;Cho, Gi-Hwan
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.7
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    • pp.10-18
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    • 2013
  • With advancing of mobile communication services and commercializing of VoLTE (Voice of LTE), it is getting to pay attention on QoS of VoLTE. This paper proposes an integrated E-model in which some factors influenced to service quality of VoIP and VoLTE based voice communication system are considered in calculating the voice quality of Wideband Codec. The model aims to calculate R value which reflects the situations of access network, network characteristics, terminals' usage and mobility. We mainly deal with the integrated E-model's structure, related algorithms and optimal parameters for VoLTE. Some experiments show that the voice quality difference between VoIP and VoiceChecker, and VoLTE and POLQA, is below 10%. With the proposed model, we can calculate the voice quality by making use of the factors directly affected to service quality and the environment of VoLTE terminal and network. As a result, we can estimate the service quality in advance, without measuring it in real wireless environment.

A Study on Annoyance of Interior Noise on Town-Bus

  • Park, Hyung Woo;Kim, Sung Han
    • International Journal of Internet, Broadcasting and Communication
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    • v.9 no.2
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    • pp.42-47
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    • 2017
  • In these days, the size of urban is growing and the function of city becomes complicated. And also, in city, people lives a lot. The life of urban is getting closer and linked with neighboring people in many parts. Especially, when peoples are exposing during using public transportation, even though does not be known, in they were living. Seoul is the most crowded place in Korea. In Seoul,The village buses have been serviced to the narrow streets. And people who use this bus, wants to seek the comfort of the ride, air quality and noise during in vehicle. In this paper, we determine the degree of annoyance with the noise inside the town bus in dB scale. And, such a situation was confirmed annoyance see their effect. The Interior noise did not see a big difference in the new car and the old car. Annoyance but also according to the skill of the bus driver remains the difference was confirmed.

Analysis of key technologies related to VoIP security (VoIP 보안관련 주요기술에 대한 분석)

  • Rha, Sung-Hun;Shin, Hyun-Sik
    • The Journal of the Korea institute of electronic communication sciences
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    • v.5 no.4
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    • pp.385-390
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    • 2010
  • VoIP Service is provided voice & image call using internetwork unlike traditional call. VoIP usage is becoming generalization & development. As a result, threats of security are steadily increasing. Regarding this situation, we will investigate the security problem of VoIP in various aspects. Also We will investigate main technology of security solution method for solve this problem.

Implementation of a Flexible Peer-to-Peer Internet Telephony Service Using an Underlying DHT (유연성을 갖는 분산 해쉬 테이블 기반의 피어 투 피어 인터넷 텔레포니 서비스의 구현)

  • Lee, Ju-Ho;Kim, Jae-Bong;Jeong, Choong-Kyo
    • Journal of Industrial Technology
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    • v.26 no.B
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    • pp.199-206
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    • 2006
  • Internet telephony provides voice communication services with added flexibility for multimedia extension at a lower cost compared to traditional telephone systems. We implemented an internet telephony system as an overlay network without a centralized server, using a distributed hash table (DHT). Compared to the current server-based internet telephony system, our system is fault-tolerant, scalable, and can be flexible extended to various services and advanced to integrated service. To demonstrate the high flexibility of our DHT-based internet telephony system, we made our system cooperate with web servers. Web users can check up others' online stales and establish voice communication sessions to online users at a mouse click. This technology can be applied to more complex services such as multimedia messaging or video conference service.

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Using TRIZ Techniques to New Product Function Development of Smart Phones

  • Chen, Long-Sheng;Chen, Shih-Hsun
    • Industrial Engineering and Management Systems
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    • v.10 no.3
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    • pp.179-184
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    • 2011
  • Recently, the fast development of communication technologies has brought a great convince for human beings' life. Lots of commercial services and transactions can be done by using mobile communication equipments such as smart phones. Consequently, smart phones have attracted lots of companies to invest them for their potential growth of market. Compared with basic feature phone, a smart phone can offer more advanced computing ability and connectivity. However, based on the responses of customers, there still are many defectives such as not friendly and smooth operation, short standby time of batteries, threat of virus infected and so on needed to be improved. Therefore, this study will propose a product innovative function development procedure into TRIZ (theory of inventive problem solving) to transform voice of customers into product design and to create novel functions, respectively. A case study of smart phones will be provided to illustrate the effectiveness of the proposed method.

Stateful Virtual Proxy for SIP Message Flooding Attack Detection

  • Yun, Ha-Na;Hong, Sung-Chan;Lee, Hyung-Woo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.3 no.3
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    • pp.251-265
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    • 2009
  • VoIP service is the transmission of voice data using SIP protocol on an IP-based network. The SIP protocol has many advantages, such as providing IP-based voice communication and multimedia service with low communication cost. Therefore, the SIP protocol disseminated quickly. However, SIP protocol exposes new forms of vulnerabilities to malicious attacks, such as message flooding attack. It also incurs threats from many existing vulnerabilities as occurs for IP-based protocol. In this paper, we propose a new virtual proxy to cooperate with the existing Proxy Server to provide state monitoring and detect SIP message flooding attack with IP/MAC authentication. Based on a proposed virtual proxy, the proposed system enhances SIP attack detection performance with minimal latency of SIP packet transmission.

Age and Sex Differences in Acoustic Parameters of Adult Voice. (성인기 이후 연령과 성에 따른 음향음성학적 특성)

  • Lee, Hyo-Jin;Kim, Soo-Jin
    • Proceedings of the KSPS conference
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    • 2005.11a
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    • pp.141-144
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    • 2005
  • The purpose of this study is to identify the acoustic changes according to age and to provide the evaluation criteria of elderly voice. The number of 120 Korean adults (three age groups * two sex groups) proceeded sustained three vowels, read apart of 'Taking a walk' and explained a picture. The data was analyzed acoustically with MDVP of CSL. The results showed that: 1)there was statistically most significant changes in sex and age in F0 than the others but no significant in Shimmer. 2)acoustic parameters were changed from young adulthood to old age. Different patterns of change with aging were observed in men and women.

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Emergency Signal Detection based on Arm Gesture by Motion Vector Tracking in Face Area

  • Fayyaz, Rabia;Park, Dae Jun;Rhee, Eun Joo
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.12 no.1
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    • pp.22-28
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    • 2019
  • This paper presents a method for detection of an emergency signal expressed by arm gestures based on motion segmentation and face area detection in the surveillance system. The important indicators of emergency can be arm gestures and voice. We define an emergency signal as the 'Help Me' arm gestures in a rectangle around the face. The 'Help Me' arm gestures are detected by tracking changes in the direction of the horizontal motion vectors of left and right arms. The experimental results show that the proposed method successfully detects 'Help Me' emergency signal for a single person and distinguishes it from other similar arm gestures such as hand waving for 'Bye' and stretching. The proposed method can be used effectively in situations where people can't speak, and there is a language or voice disability.

VTS English Communication Proficiency Criteria based on G1132 VTS VHF Voice Communication

  • Seung-Hee Choi
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2023.05a
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    • pp.19-20
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    • 2023
  • IALA Guideline 1132 is intended to assist authorities in implementing the procedures described in IALA Recommendation R1012: VTS Communications with the objective of harmonizing VTS communications through the use of standard message structure and phraselogly. For this reason, it is recommended that VTS Authorities put adequate procedures in place to ensure its consistent and correct implementation for the actual VTS operation as is now being considered in IALA as part of the VTS English language proficiency test. In light of the 2022 publication of IALA Guideline 1132: VTS Voice Communications and Phraseology, in this sense, the potential evaluative variables will be studied in the context of this presentation.

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