• Title/Summary/Keyword: Voice Feature

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Anthropometric Facial Characteristics of Adult Tae-eumin of Northern and Southern Lineage in the Korean Peninsula

  • Kim, Eun-Hee;Cho, Yong-Jin;Jung, Yee-Hong;Seo, Young-Kwang;Kim, Sun-Hyung;Lee, Soo-Kyung;Koh, Byung-Hee;Kim, Dal-Rae
    • The Journal of Korean Medicine
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    • v.30 no.6
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    • pp.86-95
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    • 2009
  • Objectives: This study aimed to examine the difference of external appearance measurements in subjects of different regional lineages as subgroups within the Tae-eumin Sasang grouping. Methods: We chose 51 Tae-eumin subjects diagnosed by Korean Sasang constitutional medical doctors aided by voice analysis. The subjects were divided into two groups, the northern and southern lineages, by an expert on facial characteristics of the two lineages. We took pictures of their frontal and lateral views by Martin's method, measured projected length of face with the Facial Feature Measurement Program, and analyzed anthropometric facial differences between the northern and southern types. Results: Results show differences between the northern and southern types. First, the northern type of face has bigger measurements than the southern type on the frontal face. Second, the northern type of face has higher measurements of "height", which means distance from pupil to a specific measurement point, than the southern type on the frontal face. Third, on the frontal face, the northern and southern types have differences with respect to eyebrow, point of sellion, and eye. Fourth, on the side face, the northern and southern types have differences in lip, mandible and ear. Conclusions: We found our anthropometric facial measurements of the northern and southern lineages to be in accordance with previous literature. Knowledge of the differences between the northern and southern lineages can be a hint in constitutional diagnosis when differentiation is clinically confusing.

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A Study on the Spoken KOrean-Digit Recognition Using the Neural Netwok (神經網을 利用한 韓國語 數字音 認識에 관한 硏究)

  • Park, Hyun-Hwa;Gahang, Hae Dong;Bae, Keun Sung
    • The Journal of the Acoustical Society of Korea
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    • v.11 no.3
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    • pp.5-13
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    • 1992
  • Taking devantage of the property that Korean digit is a mono-syllable word, we proposed a spoken Korean-digit recognition scheme using the multi-layer perceptron. The spoken Korean-digit is divided into three segments (initial sound, medial vowel, and final consonant) based on the voice starting / ending points and a peak point in the middle of vowel sound. The feature vectors such as cepstrum, reflection coefficients, ${\Delta}$cepstrum and ${\Delta}$energy are extracted from each segment. It has been shown that cepstrum, as an input vector to the neural network, gives higher recognition rate than reflection coefficients. Regression coefficients of cepstrum did not affect as much as we expected on the recognition rate. That is because, it is believed, we extracted features from the selected stationary segments of the input speech signal. With 150 ceptral coefficients obtained from each spoken digit, we achieved correct recognition rate of 97.8%.

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Patholgic Finding and Surgical Consideration in Micropapillary Carcinoma of the Thyroid (갑상선 미세유두암의 병리학적 소견 및 수술적 고려)

  • Lee, Hyun-Chul;Kim, Woon-Won;Oh, Sang-Hoon;Kim, Sang-Hyo
    • Korean Journal of Head & Neck Oncology
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    • v.24 no.2
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    • pp.189-193
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    • 2008
  • Objectives:The incidence of micropapillary thyroid carcinoma(MPC) which is very good prognosis is increasing due to ultrasonography and accurate fine neede aspiration cytology. MPC defined papillary thyroid carcinoma below 1cm. According to the size, histophaothogic feature is different, lymph node metastasis and capsular invasion occur occasionally. So, we consider different treatment according to the size of MPC. Matrials and Methods:We reviewed and analyzed the record of 216 MPC patients operated at department of general surgery Busan Paik Hospital since 1995 January to 2005 Desember retrospectively. Result:The sex ratio was 1:9.29(male;21, female;195). Total thyroidectomy 20cases(9.3%), subtotal thyroidectomy 141cases(65%), lobectomy 52cases(24%), completion operation 3cases(1.4%) were done. Combined diseases were follicular carcinoma 4cases, follicular adenoma 11cases, thyroiditis 46cases, nodular hyperplasia 44cases. Lymph node metastasis 56cases and capsular invasion 56cases were presented. Group A(<5mm) was 53cases, group B(5-10mm) was 163cases. Group B showed higher lymph node metastasis and capsular invasion(P<0.05). Multiple carcinoma Showed higher capsular invasion than single carcinoma (P<0.05). Complications were post operative bleeding 1case, husky voice 1case, hypocalcemia 1case. Conclusion:We can consider more extensive operation in 5-10mm of MPC patients.

Design of QoS-based Routing Algorithm for Internet Services on Large Scale ATM Networks (광역 ATM 망 적용을 위한 QoS 보장형 라우팅 알고리즘 설계)

  • 손승원;장종수;정연서;오창석
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.10A
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    • pp.1517-1531
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    • 1999
  • The Internet is recently evolving into the directions which is capable of incorporating stream-type services such as voice and video services. However, the existing Internet can only support a best-effort delivery model and thus it is difficult to satisfy these requirements as well as to provide the QoS beyond a certain degree. Accordingly, it is imperative to develop QoS based routing algorithm in order to allow the routing by the user's QoS demand and to be applied into wide area networks. In this thesis, we presented new routing algorithms and made performance evaluations. The proposed algorithms allow the routing by the user’s QoS demand level in order to provide the diverse Internet application services based on ATM network environment that is expected to play a role as an infrastructure of high-speed communication network. They also have a feature of shortening the waiting time for address analysis and have a quality-proven characteristics with enhanced network scalability.

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Design and Implementation of The Formation of Basic living habits and Basic English Conversation Education Robot for Children in Dual Income Households - focused children over five (맞벌이 가정 자녀를 위한 기초 생활습관 형성 및 기초 영어회화 교육 로봇 설계 및 구현 - 만 5세 이상 아동을 중심으로)

  • Kim, Gyeong-Min;Lee, Kang-Hee
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.1
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    • pp.507-513
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    • 2020
  • This paper aims to design and implement a robot that will help teach children living habits and English conversation education in dual-income families using the open platform robot Q.bo one based on raspberry pi3 of a single board computer. The first function of life habit formation is to help children to wash their hands, to brush their teeth, homework and sleep regularly. The child is then photographed listening to the notification and acting so that the parent can identify and provide feedback. The second basic conversation education feature uses Google's DialogFlow to help children learn English naturally through simple English conversation through the robot. The two-functioning robot allows children from working families to feel secure by printing their parents' voices even when they are not at home. At the same time, it allows them to get into basic lifestyle, to have basic English conversation with robots, and to be interested in English early.

Face Feature Extraction for Child Ocular Inspection and Diagnosis of Colics by Crying Analysis (소아 망진을 위한 얼굴 특징 추출 및 영아 산통 진단을 위한 울음소리 분석)

  • Cho Dong-Uk;Kim Bong-Hyun
    • The KIPS Transactions:PartB
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    • v.13B no.2 s.105
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    • pp.97-104
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    • 2006
  • There is no method to control for the child efficiently when disease happens who cannot be able to express his symptoms. Therefore, doctor's diagnosis depends on inquiring from child's patients, that leads to wrong diagnosis result. For this, in this paper, we would like to develop child ocular inspection, auscultation diagnosis instruments, using Oriental medicine principle that living body signal of five organs and six hallow organs which reflects patients face and voice We would like to get more accurate diagnosis result for child's symptoms from doctor's intuition on the basis of diagnostic sight visualization, objectification, quantization itself. This paper develops color revision, YCbCr application, and face color selection and five sensory organs and nose or apex extraction method etc, in child ocular inspection by first work achievement sequence among the whole development systems. Also, in occasion of child auscultation, crying characteristics of colics through pitch, intensity and formant analysis is numerized and objectifies doctor's intuition through this. Finally, experiments are performed to verify the effectiveness of the proposed methods.

Implementation of Speech Recognition and Flight Controller Based on Deep Learning for Control to Primary Control Surface of Aircraft

  • Hur, Hwa-La;Kim, Tae-Sun;Park, Myeong-Chul
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.9
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    • pp.57-64
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    • 2021
  • In this paper, we propose a device that can control the primary control surface of an aircraft by recognizing speech commands. The speech command consists of 19 commands, and a learning model is constructed based on a total of 2,500 datasets. The training model is composed of a CNN model using the Sequential library of the TensorFlow-based Keras model, and the speech file used for training uses the MFCC algorithm to extract features. The learning model consists of two convolution layers for feature recognition and Fully Connected Layer for classification consists of two dense layers. The accuracy of the validation dataset was 98.4%, and the performance evaluation of the test dataset showed an accuracy of 97.6%. In addition, it was confirmed that the operation was performed normally by designing and implementing a Raspberry Pi-based control device. In the future, it can be used as a virtual training environment in the field of voice recognition automatic flight and aviation maintenance.

Deep Learning based Raw Audio Signal Bandwidth Extension System (딥러닝 기반 음향 신호 대역 확장 시스템)

  • Kim, Yun-Su;Seok, Jong-Won
    • Journal of IKEEE
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    • v.24 no.4
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    • pp.1122-1128
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    • 2020
  • Bandwidth Extension refers to restoring and expanding a narrow band signal(NB) that is damaged or damaged in the encoding and decoding process due to the lack of channel capacity or the characteristics of the codec installed in the mobile communication device. It means converting to a wideband signal(WB). Bandwidth extension research mainly focuses on voice signals and converts high bands into frequency domains, such as SBR (Spectral Band Replication) and IGF (Intelligent Gap Filling), and restores disappeared or damaged high bands based on complex feature extraction processes. In this paper, we propose a model that outputs an bandwidth extended signal based on an autoencoder among deep learning models, using the residual connection of one-dimensional convolutional neural networks (CNN), the bandwidth is extended by inputting a time domain signal of a certain length without complicated pre-processing. In addition, it was confirmed that the damaged high band can be restored even by training on a dataset containing various types of sound sources including music that is not limited to the speech.

A Study on the Value of Kanga as an Ethos of the Swahili Culture (스와힐리 문화의 기풍으로써 캉가의 가치)

  • Lee, Hyojin
    • Fashion & Textile Research Journal
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    • v.24 no.1
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    • pp.42-52
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    • 2022
  • The goal of this study is to analyze the value of Kanga as an ethos of the Swahili culture. The theoretical background of the research method was the analysis of the domestic and foreign literature, journals, and research data from various internet sites related to the subject, and the conclusion was drawn based on these studies. With the spread Pan-Africanism, the interest in African ethos has become a source of inspiration for contemporary fashion. Moreover, as a symbol of Swahili culture in East Africa, Kanga has been developed by embracing its own diverse cultures, The unique feature of Kanga is that it can easily be transformed created ceaselessly and creatively. Consequently, the following results were obtained based on the theoretical content. Firstly, as a representative of Women's Voice, Kanga serves as an outlet for the voices of women coming from a poor social status under the political background in East Africa. Secondly, as a Reliable Advocate, Kanga performs the positive functions as a medium of communication through its traditional usage and distinctive arrangement of clothes. Thirdly, as a Versatile Messenger, the uniqueness of Kanga with the external elements in most interestingly and active mannerly, and it has become the value of communication channel which clearly inspired the fashion designers. I believe that it will be interesting and meaningful to study the strategies on the social role of Kanga in the future which has started receiving more attention in the 21st century. And it can be said that Kanga's unique identity lies in the attraction and value which influences contemporary fashion.

NUI/NUX of the Virtual Monitor Concept using the Concentration Indicator and the User's Physical Features (사용자의 신체적 특징과 뇌파 집중 지수를 이용한 가상 모니터 개념의 NUI/NUX)

  • Jeon, Chang-hyun;Ahn, So-young;Shin, Dong-il;Shin, Dong-kyoo
    • Journal of Internet Computing and Services
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    • v.16 no.6
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    • pp.11-21
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    • 2015
  • As growing interest in Human-Computer Interaction(HCI), research on HCI has been actively conducted. Also with that, research on Natural User Interface/Natural User eXperience(NUI/NUX) that uses user's gesture and voice has been actively conducted. In case of NUI/NUX, it needs recognition algorithm such as gesture recognition or voice recognition. However these recognition algorithms have weakness because their implementation is complex and a lot of time are needed in training because they have to go through steps including preprocessing, normalization, feature extraction. Recently, Kinect is launched by Microsoft as NUI/NUX development tool which attracts people's attention, and studies using Kinect has been conducted. The authors of this paper implemented hand-mouse interface with outstanding intuitiveness using the physical features of a user in a previous study. However, there are weaknesses such as unnatural movement of mouse and low accuracy of mouse functions. In this study, we designed and implemented a hand mouse interface which introduce a new concept called 'Virtual monitor' extracting user's physical features through Kinect in real-time. Virtual monitor means virtual space that can be controlled by hand mouse. It is possible that the coordinate on virtual monitor is accurately mapped onto the coordinate on real monitor. Hand-mouse interface based on virtual monitor concept maintains outstanding intuitiveness that is strength of the previous study and enhance accuracy of mouse functions. Further, we increased accuracy of the interface by recognizing user's unnecessary actions using his concentration indicator from his encephalogram(EEG) data. In order to evaluate intuitiveness and accuracy of the interface, we experimented it for 50 people from 10s to 50s. As the result of intuitiveness experiment, 84% of subjects learned how to use it within 1 minute. Also, as the result of accuracy experiment, accuracy of mouse functions (drag(80.4%), click(80%), double-click(76.7%)) is shown. The intuitiveness and accuracy of the proposed hand-mouse interface is checked through experiment, this is expected to be a good example of the interface for controlling the system by hand in the future.