• 제목/요약/키워드: recognition unit

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Robust speech recognition in car environment with echo canceller (반향제거기를 갖는 자동차 실내 환경에서의 음성인식)

  • Park, Chul-Ho;Heo, Won-Chul;Bae, Keun-Sung
    • Proceedings of the KSPS conference
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    • 2005.11a
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    • pp.147-150
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    • 2005
  • The performance of speech recognition in car environment is severely degraded when there is music or news coming from a radio or a CD player. Since reference signals are available from the audio unit in the car, it is possible to remove them with an adaptive filter. In this paper, we present experimental results of speech recognition in car environment using the echo canceller. For this, we generate test speech signals by adding music or news to the car noisy speech from Aurora2 DB. The HTK-based continuous HMT system is constructed for a recognition system. In addition, the MMSE-STSA method is used to the output of the echo canceller to remove the residual noise more.

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A Study on Position Recognition of Bucket Tip for Excavator (굴삭기의 버킷 끝단 위치인식에 관한 연구)

  • Kim, Jae Hoon;Bae, Jong Ho;Jung, Woo Yong
    • Journal of Drive and Control
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    • v.13 no.1
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    • pp.49-53
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    • 2016
  • The accurate calculation of bucket tip position has a large influence on showing the motion of an excavator on the display device of the excavator and controlling the excavator automatically. It is generally known that Inertial Measurement Unit (IMU) sensors are more accurate than accelerometer-based sensors while the boom, arm or bucket moves because additional forces beyond gravity add additional acceleration to the sensors. To prove the accuracy difference between the two types of sensors, a position recognition system using an accelerometer-based sensor and an IMU sensor is implemented on the excavator. The experimental results show that the system using the IMU sensor significantly reduces the position recognition error while bucket moves and additional force beyond gravity exists.

Korean speech recognition based on grapheme (문자소 기반의 한국어 음성인식)

  • Lee, Mun-hak;Chang, Joon-Hyuk
    • The Journal of the Acoustical Society of Korea
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    • v.38 no.5
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    • pp.601-606
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    • 2019
  • This paper is a study on speech recognition in the Korean using grapheme unit (Cho-sumg [onset], Jung-sung [nucleus], Jong-sung [coda]). Here we make ASR (Automatic speech recognition) system without G2P (Grapheme to Phoneme) process and show that Deep learning based ASR systems can learn Korean pronunciation rules without G2P process. The proposed model is shown to reduce the word error rate in the presence of sufficient training data.

Design of the Digital Neuron Processor and Development of the Algorithm for the Real Time Object Recognition in the Making Automatic System (생산자동화 시스템에서 실시간 물체인식을 위한 디지털 뉴런프로세서의 설계 및 알고리즘 개발)

  • Hong, Bong-Wha;Lee, Seung-Joo
    • The Journal of Information Technology
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    • v.6 no.4
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    • pp.11-23
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    • 2003
  • We proposes that Design of the Digital Neuron Processor and Development of the Algorithm for the real time object recognition in the making Automatic system which uses the residue number system making the high speed operation possible without carry propagation, in this paper. Consisting of MAC(Multiplication and Accumulation) operator unit using Residue number system and sigmoid function operator unit using Mixed Residue Conversion is designed. The Designed circuits are descripted by C language and VHDL and synthesized by Compass tools. Finally, the designed processor is fabricated in 0.8${\mu}m$ CMOS process. Result of simulations shows that critical path delay time is about 19nsec and operation speed is 0.6nsec and the size can be reduced to 1/2 times co pared to the neural networks implemented by the real number operation unit. The proposed design the digital neuron processor can be implemented of the object recognition in the making Automatic system with desired real time processing.

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Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system (생산자동화 시스템에서 실시간 물체인식을 위한 디지털 뉴런프로세서의 설계 및 구현)

  • Hong, Bong-Wha;Joo, Hae-Jong
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.3
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    • pp.37-50
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    • 2007
  • In this paper, we designed and implementation of the high speed neuron processor for real time object recognition in the making automatic system. and we designed of the PE(Processing Element) used residue number system without carry propagation for the high speed operation. Consisting of MAC(Multiplication and Accumulation) operator using residue number system and sigmoid function operator unit using MAC(Mixed Radix conversion) is designed. The designed circuits are descript by C language and VHDL(Very High Speed Integrated Circuit Hardware Description Language) and synthesized by compass tools and finally, the designed processor is fabricated in $0.8{\mu}m$ CMOS process. we designed of MAC operation unit and sigmoid proceeding unit are proved that it could run time 0.6nsec on the simulation and improved to the speed of the three times and decreased to hardware size about 50%, each order. The designed neuron processor can be implemented of the object recognition in making automatic system with desired real time processing.

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The Role of Antibody in Korean Word Recognition: Using the Priming Task (한글 단어 재인에 있어서 음절체의 역할 : 점화과제를 사용하여)

  • Lee, Chang-H.;Choi, Sun-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.10 no.7
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    • pp.1680-1684
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    • 2009
  • The priming task was used in order to provide an experimental evidence on whether the processing unit of Korean syllable is antibody or not. Four types of experimental conditions were made: antibody overlap condition (e.g., sumjil -> sungjik), rime overlap condition (e.g.,: hungchik -> sungjik), onset and coda overlap condition (e.g.,: saengjeok -> sungjik), and no overlap condition (e.g.,: chanmeol -> sungjik). In addition, we manipulated the letter type by type and type in order to investigate on whether different degrees of priming are there for the priming task. The result showed that only type showed significant inhibitory effects. This implicates that certain Korean word would be represented and processed by the antibody unit, and further studies are needed to know the whole pattern of Korean word recognition.

A Study on the Perception Level of SI and Radiation Units (방사선 관련 국제단위계 인식정도)

  • Jung, Dong-Hyeok;Park, Jong-Bae;Jin, Gye-Hwan
    • Journal of the Korean Society of Radiology
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    • v.4 no.2
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    • pp.31-35
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    • 2010
  • In this study, we surveyed students recognition of the base units and radiation related units among international standard units, and determined the necessity of unit education. The survey was conducted using a questionnaire composed of 18 questions, and in the survey, students at the Radiology Department were asked about recognition and education. According to the results of the survey, around 44% of the students answered wrongly on base unit kV, and around 28% answered wrongly on km. Particularly with regard to the relation between units and numbers, around 57% of the students chose wrong answers. As to prefix mega and giga, respectively, 22% and 20% of the students chose wrong answers. To the question on radiation related unit Sv, around 30% gave wrong answers. Recognition of radiation related units was higher in senior students. To the question of whether to have received special education on units, over 50% of the students replied negatively. These results suggest the necessity of education on international standard units.

A Study on Efficient Design of Surveillance RADAR Interface Control Unit in Naval Combat System

  • Dong-Kwan Kim;Dong-Han Jung;Won-Seok Jang;Young-San Kim;Hyo-Jo Lee
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.11
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    • pp.125-134
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    • 2023
  • In this paper, we propose an efficient surveillance RADAR(RAdio Detection And Ranging) interface control unit(ICU) design in the naval combat system. The proposed design applied a standardized architecture for modules that can be shared in ship combat system software. An error detection function for each link was implemented to increase the recognition speed of disconnection. Messages that used to be sent periodically for human-computer interaction(HCI) are now only transmitted when there is a change in the datagram. This can reduce the processing load of the console. The proposed design supplements the radar with the waterfall scope and time-limited splash recognition in relation to the hit check and zeroing of the shot when the radar processing ability is low due to the adoption of a low-cost commercial radar in the ship. Therefore, it is easy for the operator to determine whether the shot is hit or not, the probability of wrong recognition can be reduced, and the radar's resources can be obtained more effectively.

On a detecting the transition segments of speech signal by energ approximatio degree of the synchronized pitch (피치 동기된 에너지 유사도에 의한 음성신호의 전이구간 검출)

  • 김종득;박형빈;김대호;배명진
    • Proceedings of the IEEK Conference
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    • 1998.06a
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    • pp.603-606
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    • 1998
  • In a large number of words and the continued speech recognition system using a phoneme as teh recognition unit, it is necessary to segment processing. In this paper, a normalized AMDF new method. The suggested parameter represents a degree of sharpness at valley point. This method can detect the speech segment between the steady state and transient region to the continued speech without a prior information of speech signal.

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Pronunciation Dictionary for English Pronunciation Tutoring System (영어 발음교정시스템을 위한 발음사전 구축)

  • Kim Hyosook;Kim Sunju
    • Proceedings of the KSPS conference
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    • 2003.05a
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    • pp.168-171
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    • 2003
  • This study is about modeling pronunciation dictionary necessary for PLU(phoneme like unit) level word recognition. The recognition of nonnative speakers' pronunciation enables an automatic diagnosis and an error detection which are the core of English pronunciation tutoring system. The above system needs two pronunciation dictionaries. One is for representing standard English pronunciation. The other is for representing Korean speakers' English Pronunciation. Both dictionaries are integrated to generate pronunciation networks for variants.

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