• 제목/요약/키워드: Voice Recognition Technology

검색결과 212건 처리시간 0.037초

음성인식기반 스마트 의료조명 제어시스템 (Control System for Smart Medical Illumination Based on Voice Recognition)

  • 김민규;이수인;조현길
    • 대한임베디드공학회논문지
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    • 제8권3호
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    • pp.179-184
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    • 2013
  • A voice recognition technology as a technology fundament plays an important role in medical devices with smart functions. This paper describes the implementation of a control system that can be utilized as a part of illumination equipment for medical applications (IEMA) based on a voice recognition. The control system can essentially be divided into five parts, the microphone, training part, recognition part, memory part, and control part. The system was implemented using the RSC-4x evaluation board which is included the micro-controller for voice recognition. To investigate the usefulness of the implemented control system, the experiments of the recognition rate was carried out according to the input distance for voice recognition. As a result, the recognition rate of the control system was more than 95% within a distance between 0.5 and 2m. The result verified that the implemented control system performs well as the smart control system based for an IEMA.

음성인식기술의 노인간병 적용을 위한 정책연구 (A policy study for the voice recognition technology based on elderly health care)

  • 조병철;전수영;김갑년;육현승
    • 디지털융복합연구
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    • 제16권2호
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    • pp.9-17
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    • 2018
  • 본 연구는 음성인식기술이 급격한 고령화를 맞고 있는 우리 사회의 노인문제 해결을 위해 어떻게 활용될 수 있는지를 목표로 삼았다. 국내에서도 본격적으로 고령자들을 위한 공공지원서비스나 민간간병 서비스 등이 확대될 것으로 예상된다. 이 때 음성인식기술은 미디어인터페이스에 익숙하지 못한 노인들에게 다양하게 활용될 수 있다. 이를 위해 본 연구진은 국내의 음성인식기술의 활용가능성과 일본 방문시 노인 간병에서 음성인식기술을 통해 이룬 성과를 조사했다. 특히 간병인들이 보고서를 작성할 때 음성인식기술을 이용해 수기로 작성하던 보고를 대체하여 업무시간을 크게 축소한 바 있는데, 이러한 방법은 국내에서도 쉽게 정책적으로 실행될 수 있다고 판단했으며, 음성인식기술이 탑재된 로봇의 개발을 통해 노인부양의 사회적 비용을 줄여야 한다는 결론 역시 도달했다. 아울러 음성인식기술이 다양한 정서인식기능의 인공지능기반 프로그램과 결합을 통한 다양한 정책이 도모되어야 한다는 사실 역시 제안할 수 있게 되었다.

AI기반 음성인식 서비스 특성과 상호 작용성 및 이용 의도 간의 구조적 관계 (The Structural Relationships of between AI-based Voice Recognition Service Characteristics, Interactivity and Intention to Use)

  • 이서영
    • 한국IT서비스학회지
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    • 제20권5호
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    • pp.189-207
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    • 2021
  • Voice interaction combined with artificial intelligence is poised to revolutionize human-computer interactions with the advent of virtual assistants. This paper is analyzing interactive elements of AI-based voice recognition services such as sympathy, assurance, intimacy, and trust on intention to use. The questionnaire was carried out for 284 smartphone/smart TV users in Korea. The collected data was analyzed by structural equation model analysis and bootstrapping. The key results are as follows. First, AI-based voice recognition service characteristics such as sympathy, assurance, intimacy, and trust have positive effects on interactivity with the AI-based voice recognition service. Second, the interactivity with the AI-based voice recognition service has positive effects on intention to use. Third, AI-based voice recognition service characteristics such as interactional enjoyment and intimacy have directly positive effects on intention to use. Fourth, AI-based voice recognition service characteristics such as sympathy, assurance, intimacy and trust have indirectly positive effects on intention to use the AI-based voice recognition service by mediating the effect of the interactivity with the AI-based voice recognition service. It is meaningful to investigate factors affecting the interactivity and intention to use voice recognition assistants. It has practical and academic implications.

Development of a Work Management System Based on Speech and Speaker Recognition

  • Gaybulayev, Abdulaziz;Yunusov, Jahongir;Kim, Tae-Hyong
    • 대한임베디드공학회논문지
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    • 제16권3호
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    • pp.89-97
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    • 2021
  • Voice interface can not only make daily life more convenient through artificial intelligence speakers but also improve the working environment of the factory. This paper presents a voice-assisted work management system that supports both speech and speaker recognition. This system is able to provide machine control and authorized worker authentication by voice at the same time. We applied two speech recognition methods, Google's Speech application programming interface (API) service, and DeepSpeech speech-to-text engine. For worker identification, the SincNet architecture for speaker recognition was adopted. We implemented a prototype of the work management system that provides voice control with 26 commands and identifies 100 workers by voice. Worker identification using our model was almost perfect, and the command recognition accuracy was 97.0% in Google API after post- processing and 92.0% in our DeepSpeech model.

음성인식 기술을 이용한 대화식 언어 학습기 개발 (Development of Language Study Machine Using Voice Recognition Technology)

  • 유재택;윤태섭
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 학술대회 논문집 정보 및 제어부문
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    • pp.201-203
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    • 2005
  • The best method to study language is to talking with a native speaker. A voice recognition technology can be used to develope a language study machine. SD(Speaker dependant) and SI(speaker independant) voice recognition method is used for the language study machine. MP3 Player. FM Radio. Alarm clock functions are added to enhance the value of the product. The machine is designed with a DSP(Digital Signal Processing) chip for voice recognition. MP3 encoder/decoder chip. FM tumer and SD flash memory card. This paper deals with the application of SD ad SD voice recognition. flash memory file system. PC download function using USB ports, English conversation text function by the use of SD flash memory. LCD display control. MP3 encoding and decoding, etc. The study contents are saved in SD flash memory. This machine can be helpful from child to adult by changing the SD flash memory.

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음성명령에 의한 모바일로봇의 실시간 무선원격 제어 실현 (Real-Time Implementation of Wireless Remote Control of Mobile Robot Based-on Speech Recognition Command)

  • 심병균;한성현
    • 한국생산제조학회지
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    • 제20권2호
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    • pp.207-213
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    • 2011
  • In this paper, we present a study on the real-time implementation of mobile robot to which the interactive voice recognition technique is applied. The speech command utters the sentential connected word and asserted through the wireless remote control system. We implement an automatic distance speech command recognition system for voice-enabled services interactively. We construct a baseline automatic speech command recognition system, where acoustic models are trained from speech utterances spoken by a microphone. In order to improve the performance of the baseline automatic speech recognition system, the acoustic models are adapted to adjust the spectral characteristics of speech according to different microphones and the environmental mismatches between cross talking and distance speech. We illustrate the performance of the developed speech recognition system by experiments. As a result, it is illustrated that the average rates of proposed speech recognition system shows about 95% above.

문서 편집 접근성 향상을 위한 음성 명령 기반 모바일 어플리케이션 개발 (Voice Activity Detection Algorithm using Wavelet Band Entropy Ensemble Analysis in Car Noisy Environments)

  • 박주현;박세아;이무늬;임순범
    • 한국멀티미디어학회논문지
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    • 제21권11호
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    • pp.1342-1352
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    • 2018
  • Voice Command systems are important means of ensuring accessibility to digital devices for use in situations where both hands are not free or for people with disabilities. Interests in services using speech recognition technology have been increasing. In this study, we developed a mobile writing application using voice recognition and voice command technology which helps people create and edit documents easily. This application is characterized by the minimization of the touch on the screen and the writing of memo by voice. We have systematically designed a mode to distinguish voice writing and voice command so that the writing and execution system can be used simultaneously in one voice interface. It provides a shortcut function that can control the cursor by voice, which makes document editing as convenient as possible. This allows people to conveniently access writing applications by voice under both physical and environmental constraints.

화자식별 기반의 AI 음성인식 서비스에 대한 사이버 위협 분석 (Cyber Threats Analysis of AI Voice Recognition-based Services with Automatic Speaker Verification)

  • 홍천호;조영호
    • 인터넷정보학회논문지
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    • 제22권6호
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    • pp.33-40
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    • 2021
  • 음성인식(ASR: Automatic Speech Recognition)은 사람의 말소리를 음성 신호로 분석하고, 문자열로 자동 변화하여 이해하는 기술이다. 초기 음성인식 기술은 하나의 단어를 인식하는 것을 시작으로 두 개 이상의 단어로 구성된 문장을 인식하는 수준까지 진화하였다. 실시간 음성 대화에 있어 높은 인식률은 자연스러운 정보전달의 편리성을 극대화하여 그 적용 범위를 확장하고 있다. 반면에, 음성인식 기술의 활발한 적용에 따라 관련된 사이버 공격과 위협에 대한 우려 역시 증가하고 있다. 기존 연구를 살펴보면, 자동화자식별(ASV: Automatic Speaker Verification) 기법의 고안과 정확성 향상 등 기술 발전 자체에 관한 연구는 활발히 이루어지고 있으나, 실생활에 적용되고 있는 음성인식 서비스의 자동화자 식별 기술에 대한 사이버 공격 및 위협에 관한 분석연구는 다양하고 깊이 있게 수행되지 않고 있다. 본 연구에서는 자동화자 식별 기술을 갖춘 AI 음성인식 서비스를 대상으로 음성 주파수와 음성속도를 조작하여 음성인증을 우회하는 사이버 공격 모델을 제안하고, 상용 스마트폰의 자동화자 식별 체계를 대상으로 실제 실험을 통해 사이버 위협을 분석한다. 이를 통해 관련 사이버 위협의 심각성을 알리고 효과적인 대응 방안에 관한 연구 관심을 높이고자 한다.

대화식 휴대용 영어학습기 개발 (Development of Portable Conversation-Type English Leaner)

  • 유재택;윤태섭
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 심포지엄 논문집 정보 및 제어부문
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    • pp.147-149
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    • 2004
  • Although most of the people have studied English for a long time, their English conversation capability is low. When we provide them portable conversational-type English learners by the application of computer and information process technology, such portable learners can be used to enhance their English conversation capability by their conventional conversation exercises. The core technology to develop such learner is the development of a voice recognition and synthesis module under an embedded environment. This paper deals with voice recognition and synthesis, prototype of the learner module using a DSP(Digital Signal Processing) chip for voice processing, voice playback function, flash memory file system, PC download function using USB ports, English conversation text function by the use of SMC(Smart Media Card) flash memory, LCD display function, MP3 music listening function, etc. Application areas of the prototype equipped with such various functions are vast, i.e. portable language learners, amusement devices, kids toy, control by voice, security by the use of voice, etc.

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산업용 다관절로봇 음성제어솔루션 설계 (Design of Voice Control Solution for Industrial Articulated Robot)

  • 곽광진;김대연;박정민
    • 한국인터넷방송통신학회논문지
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    • 제21권2호
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    • pp.55-60
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    • 2021
  • 스마트 팩토리화가 진행됨에 따라 자동화 설비 및 로봇의 활용이 늘어나고 있다. 또한 IT 기술의 발달로 음성인식을 활용한 시스템의 활용도도 올라가고 있다. 음성인식 기술은 스마트홈과 각종 IoT 기술에서 두각을 나타내고 있는 기술이지만 공장의 특수성으로 공장에 적용되기 힘든 상황에 있다. 따라서 본 연구에서는 제조 현장의 상황을 고려한 음성인식 기술을 활용하여 산업용 다관절 로봇을 제어하는 방법을 설계하였다. 모바일을 통해 로봇 조작을 위한 음성명령을입력 받은 후 네트워크 프로토콜 변환 및 명령어 변환 과정을 거쳐 로봇을 제어할 수 있음을 확인하였다.