• Title/Summary/Keyword: synthetic voice

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AI, big data, and robots for the evolution of biotechnology

  • Kim, Haseong
    • Genomics & Informatics
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    • v.17 no.4
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    • pp.44.1-44.3
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    • 2019
  • Artificial intelligence (AI), big data, and ubiquitous robotic companions -the three most notable technologies of the 4th Industrial Revolution-are receiving renewed attention each day. Technologies that can be experienced in daily life, such as autonomous navigation, real-time translators, and voice recognition services, are already being commercialized in the field of information technology. In the biosciences field in Korea, such technologies have become known to the local public with the introduction of the AI doctor Watson in large number of hospitals. Additionally, AlphaFold, a technology resembling the AI AlphaGo for the game Go, has surpassed the limit on protein folding predictions-the most challenging problems in the field of protein biology. This report discusses the significance of AI technology and big data on the bioscience field. The introduction of automated robots in this field is not just only for the purpose of convenience but a prerequisite for the real sense of AI and the consequent accumulation of basic scientific knowledge.

Efficient Iris Recognition using Deep-Learning Convolution Neural Network (딥러닝 합성곱 신경망을 이용한 효율적인 홍채인식)

  • Choi, Gwang-Mi;Jeong, Yu-Jeong
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.3
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    • pp.521-526
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    • 2020
  • This paper presents an improved HOLP neural network that adds 25 average values to a typical HOLP neural network using 25 feature vector values as input values by applying high-order local autocorrelation function, which is excellent for extracting immutable feature values of iris images. Compared with deep learning structures with different types, we compared the recognition rate of iris recognition using Back-Propagation neural network, which shows excellent performance in voice and image field, and synthetic product neural network that integrates feature extractor and classifier.

Animal Model of LPRD (Laryngopharyngeal Reflux Disease) (인후두 위산 역류증의 동물 모형의 개발)

  • 김진국;김현준;이민우;남태욱;최홍식
    • Korean Journal of Bronchoesophagology
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    • v.7 no.1
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    • pp.5-8
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    • 2001
  • Background and Objectives: Complications arising from endotracheal intubation are uncommon but, when they do occur, can be significant. Placement of an endotracheal tube frequently results in trauma to the underlying laryngeal and tracheal tissue, although the trauma is usually reversible. Occasionally, these changes can be of a more permanent nature and result in severe impairment of the airway and/or voice. It is proposed that a common factor-gastroesophageal reflux-might be responsible. This study was performed in order to develop the animal model of LPRD using rats and investigated that LPRD could produce significant damage to larynx especially vocal cords. Materials and Methods : The each four rats were used in the experiment and control study. Each was anesthetized and larynx was exposed and injured in the unilateral aritenoid. Injured site was contact with normal saline(control group) and synthetic gastric juice(experimental group). The larynx was examined after 7days in normal environment. Results : All was survived in the control group and two was survived in the experimental group. In the control group, some inflammation cells was found but in the experimental group, granulation was found. Conclusion : We developed animal model of LPRD using rat and thought LPRD may Play an important role in the development of permanent laryngeal injury.

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Implementation of Ubiquitous Robot in a Networked Environment (네트워크 환경에서 유비쿼터스 로봇의 구현)

  • Kim Jong-Hwan;Lee Ju-Jang;Yang Hyun-Seng;Oh Yung-Hwan;Yoo Chang-Dong;Lee Jang-Myung;Lee Min-Cheol;Kim Myung-Seok;Lee Kang-Hee
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.12
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    • pp.1051-1061
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    • 2005
  • This paper proposes a ubiquitous robot, Ubibot, as an integration of three forms of robots: Software robot (Sobot), Embedded robot (Embot) and Mobile robot (Mobot). A Sobot is a virtual robot, which has the ability to move to any place or connect to any device through a network in order to overcome spatial limitations. It has the capacity to interpret the context and thus interact with the user. An Embot is embedded within the environment or within physical robots. It can recognize the locations of and authenticate the user or robot, and synthesize sensing information. Also it has the ability to deliver essential information to the user or other components of Ubibot by using various types of output devices. A Mobot provides integrated mobile service. In addition, Middleware intervenes different protocols between Sobot, Embot, and Mobot in order to incorporate them reliably. The services provided by Ubibot will be seamless, calm and context-aware based on the combination of these components. This paper presents the basic concepts and structure of Ubibot. A Sobot, called Rity, is introduced in order to investigate the usability of the proposed concepts. Rity is a 3D synthetic character which exists in the virtual world, has a unique IP address and interacts with human beings through Vision Embot, Sound Embot, Position Embot and Voice Embot. Rity is capable of moving into a Mobot and controlling its mobility. In doing so, Rity can express its behavior in the virtual world, for example, wondering or moving about in the real world. The experimental results demonstrate the feasibility of implementing a Ubibot in a networked environment.

Vision-based Walking Guidance System Using Top-view Transform and Beam-ray Model (탑-뷰 변환과 빔-레이 모델을 이용한 영상기반 보행 안내 시스템)

  • Lin, Qing;Han, Young-Joon;Hahn, Hern-Soo
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.12
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    • pp.93-102
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    • 2011
  • This paper presents a walking guidance system for blind pedestrians in an outdoor environment using just one single camera. Unlike many existing travel-aid systems that rely on stereo-vision, the proposed system aims to get necessary information of the road environment by using just single camera fixed at the belly of the user. To achieve this goal, a top-view image of the road is used, on which obstacles are detected by first extracting local extreme points and then verified by the polar edge histogram. Meanwhile, user motion is estimated by using optical flow in an area close to the user. Based on these information extracted from image domain, an audio message generation scheme is proposed to deliver guidance instructions via synthetic voice to the blind user. Experiments with several sidewalk video-clips show that the proposed walking guidance system is able to provide useful guidance instructions under certain sidewalk environments.

An Enhanced MELP Vocoder in Noise Environments (MELP 보코더의 잡음성능 개선)

  • 전용억;전병민
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.1C
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    • pp.81-89
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    • 2003
  • For improving the performance of noise suppression in tactical communication environments, an enhanced MELP vocoder is suggested, in which an acoustic noise suppressor is integrated into the front end of the MELP algorithm, and an FEC code into the channel side of the MELP algorithm. The acoustic noise suppressor is the modified IS-127 EVRC noise suppressor which is adapted for the MELP vocoder. As for FEC, the turbo code, which consists of rate-113 encoding and BCJR-MAP decoding algorithm, is utilized. In acoustic noise environments, the lower the SNR becomes, the more the effects of noise suppression is increased. Moreover, The suggested system has greater noise suppression effects in stationary noise than in non-stationary noise, and shows its superiority by 0.24 in MOS test to the original MELP vocoder. When the interleave size is one MELP frame, BER 10-6 is accomplished at channel bit SNR 4.2 ㏈. The iteration of decoding at 3 times is suboptimal in its complexity vs. performance. Synthetic quality is realized as more than MOS 2.5 at channel bit SNR 2 ㏈ in subjective voice quality test, when the interleave size is one MELP frame and the iteration of decoding is more than 3 times.

Improvement of Synthetic Speech Quality using a New Spectral Smoothing Technique (새로운 스펙트럼 완만화에 의한 합성 음질 개선)

  • 장효종;최형일
    • Journal of KIISE:Software and Applications
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    • v.30 no.11
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    • pp.1037-1043
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    • 2003
  • This paper describes a speech synthesis technique using a diphone as an unit phoneme. Speech synthesis is basically accomplished by concatenating unit phonemes, and it's major problem is discontinuity at the connection part between unit phonemes. To solve this problem, this paper proposes a new spectral smoothing technique which reflects not only formant trajectories but also distribution characteristics of spectrum and human's acoustic characteristics. That is, the proposed technique decides the quantity and extent of smoothing by considering human's acoustic characteristics at the connection part of unit phonemes, and then performs spectral smoothing using weights calculated along a time axis at the border of two diphones. The proposed technique reduces the discontinuity and minimizes the distortion which is caused by spectral smoothing. For the purpose of performance evaluation, we tested on five hundred diphones which are extracted from twenty sentences using ETRI Voice DB samples and individually self-recorded samples.

A Design and Implementation of Speech Recognition and Synthetic Application for Hearing-Impairment

  • Kim, Woo-Lin;Ham, Hye-Won;Yun, Sang-Un;Lee, Won Joo
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.12
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    • pp.105-110
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    • 2021
  • In this paper, we design and implement an Android mobile application that helps hearing impaired people communicate based on STT(Speech-to-Text) and TTS(Text-to-Speech) APIs and accelerometer sensor of a smartphone. This application provides the ability to record what the hearing-Impairment person's interlocutor is saying with a microphone, convert it to text using the STT API, and display it to the hearing-Impairment person. In addition. In addition, when a hearing-impaired person inputs a text using the TTS API, it is converted into voice and told to the interlocutor. When a hearing-impaired person shakes their smartphone, an accelerometer based background service function is provided to run the application. The application implemented in this paper provides a function that allows hearing impaired people to communicate easily with other people when communicating with others without using sign language as a video call.

A Study on Efficiency of Essential Oil for Dandruff Symptoms Relief - Focused on Tea tree oil - (비듬 증상 완화를 위한 에션셜 오일의 유효성 연구 - 티트리 오일을 중심으로 -)

  • Park, Eun-Ha
    • Journal of the Korean Society of Fashion and Beauty
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    • v.3 no.3 s.3
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    • pp.31-40
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    • 2005
  • The reason that aromatherapy began to draw attention again as the alternative therapy is because the essential oils that are used for aromatherapy not only allow the human body to maintain homeostasis but also have an effect on curing a mental feeling of fatigue and because these efficacies and effects are proceeding with being proved scientifically. Also, with coming to be high in a voice of concern about severally side effects that the modern medicine and the synthetic chemistry have, the aromatherapy came to be paid attention as the replacement therapy that can substitute for and supplement this. In particular, at the time of requiring a study on a substance to substitute for this after having been announced in Japan for 1998 a risk of Zincpyrithione that is being used as a component of dandruff treatment, it is thought that the aroma oil that was known for having an anti-dandruff effect has a merit of being easy in a user's access, thus it will be effective in curing the symptom of dandruff. Accordingly, this study conducted the following experiment in a bid to examine whether the aroma oil has the anti-microbial effect on the actual malassezia. First of all, it measured the minimum concentration of aroma oil in which the growth of malassezia is inhibited, by carrying out MIC(Minimum Inhibition Concentration) test in terms of anti-microbial activity against Malassezia furfur KCTC 7744 while using oils of Patchouli, Rosemary, Lavender, and Tea tree among aroma oils that are being used for dandruff treatment. As a result of that, Tea tree oil has the most excellent anti-microbial activity, and the measurement result of anti-microbial activity was shown in order of Lavender oil>Rosemary oil>Patchouli oil. Next, it carried out the is actually eased by applying Tea tree oil directly to the scalp of dandruff. In consequence of the experiment, the massage of Tea tree oil indicated the result of relieving the symptoms of dandruff such as scale, itch, pain, inflammation, and sebum, and among these symptoms of dandruff, it was shown to be most effective in easing itch. Especially, this clinical experiment was indicated that the massage of Tea tree oil has the most effect on relieving itch of targets with a dry-skin type who had no experience of dandruff treatment.

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