AI_SmartSpeaker1_KKU_180813
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콘텐츠진흥원과 건국대학교의 시범 강의로 진행된, '스마트 스피커의 이해 - 음성인식 기반 인공지능의 시작' 강의 슬라이드 입니다. 제가 2016년도에 처음 강의를 했던 내용에서 update 된 것으로, 스마트 스피커에 대한 전반적인 이해를 가지실 수 있습니다. 강의 동영상은 아래에서 보실 수 있습니다. 1) ICT 산업발전의 History 상에서 스마트 스피커 https://www.youtube.com/watch?v=UVhv1MopTU8 2) 첫번째 스마트 스피커인 Amazon Echo와 Alexa 플랫폼 https://www.youtube.com/watch?v=AJR-sWtxODY 3) Voice UX와 음성인식 AI https://www.youtube.com/watch?v=YNKdmmYJNUE 4) 스마트 스피커, Next Paradigm을 열 수 있을까? https://www.youtube.com/watch?v=b9TKkD8Nje8 5) 음성인식 Assistant에서의 이슈들 https://www.youtube.com/watch?v=IheM7y60OwI
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AI_SmartSpeaker1_KKU_180813
- 1. 스마트 스피커의 이해 (1/2) - 음성인식 기반 인공지능의 시작 2018년 8월 김유신 건국대학교
- 2. ICT 산업의 발전
- 3. -35yr 1983 [ 컴퓨터와 키트 ]
- 6. -21yr 1997 [ 인터넷 벤처 ]
- 7. -17yr 2001 [ 모바일 인터넷 ]
- 11. 음성인식 기반 인공지능 서비스 https://www.youtube.com/watch?v=yzK9nGwvTco (2:40)
- 12. Amazon Echo 와 Alexa Service
- 13. Introduction to Amazon Echo https://www.youtube.com/watch?v=FQn6aFQwBQU (2:53)
- 15. Amazon Echo’s Services Service Connectivity Book Amazon Alexa Channel Local Search 85 new features 3rd party Alexa Skills Connected Car Sports Connected Home Commerce Music Flash Briefing Calendar/ To-do list
- 16. Amazon Echo’s Services Service Connectivity Book Amazon Alexa Channel Local Search 85 new features 3rd party Alexa Skills Connected Car Sports Connected Home Commerce Music Flash Briefing Calendar/ To-do list “over 1000 skills” Movies/ TV shows Alexa Devices “Where’s my stuff?” Music Curation
- 17. Amazon Echo’s Services Service Connectivity Book Amazon Alexa Channel Local Search 85 new features 3rd party Alexa Skills Connected Car Sports Connected Home Commerce Music Flash Briefing Calendar/ To-do list “over 1000 skills” Movies/ TV shows Alexa Devices “Where’s my stuff?” Music Curation “more than 40,000 skills”
- 18. Voice Technology Innovation [Source] https://developer.amazon.com/
- 19. Ecosystem of Skills [Source] ‘Internet Trends 2017, 2018 by Mary Meeker’ and ‘Business Insider’
- 20. Ecosystem of Skills [Source] ‘Internet Trends 2017, 2018 by Mary Meeker’ and ‘Business Insider’
- 21. Ecosystem of Skills [Source] ‘Internet Trends 2017, 2018 by Mary Meeker’ and ‘Business Insider’
- 22. Ecosystem of Skills [Source] ‘Internet Trends 2017, 2018 by Mary Meeker’ and ‘Business Insider’
- 23. Engine for Voice Assistant Devices [Source] https://developer.amazon.com/ and http://www.slideshare.net/firstmarkcap
- 24. Amazon Alexa Platform [Source] http://www.slideshare.net/firstmarkcap
- 25. Voice UI 와 A.I.
- 26. UI/UX as Clue Input Output 0.3 Billion 1.3 Billion ?
- 27. Change of UI 논리적 객관성/정확성 정형적 다양성 제한된 Device 적용 Machine 감성적 맥락연관성 예측불가 Curated 다양한 Device 적용 Human
- 28. New Values 자연어 처리 Data Analytics Knowledge Base Machine Learning AI Cloud 맥락 인식 학습 Cognition 즐거움/재미 공감 시간절약 우정/관계 “사용자의 Life Style 변화”
- 29. Technologies of Voice UI [Source] https://lekta.ai/blog/talking-to-machines-more-naturally-than-ever-before-voice-interface-for-lekta-nlp/
- 30. Evolution of Speech Technologies [Source] Nuance Speech recognition, natural language understanding and text-to-speech have all undergone statistical, cloud-based and neural network-driven phases of development.
- 31. Outline of Voice Assistants [Source] http://voicelabs.co/2017/01/15/the-2017-voice-report/
- 34. Landscape of Intelligent Assistance [Source] https://opusresearch.net/pdfs/IA_Bot_Landscape_Dec2017.pdf
- 36. The KEY to Internet’s Future ? [Source] Internet Trends 2016 by Mary Meeker “Why Amazon Echo, NOT the iPhone, may be the KEY to Internet’s Future” (http://www.newsweek.com/why-amazon-echo-not-iphone-may-be-key-internets-future-465487)
- 37. Before the Intelligent Assistance [Source] http://www.slideshare.net/neotevan/io-t-talkdemoday141222
- 38. Before the Intelligent Assistance [Source] http://www.slideshare.net/neotevan/io-t-talkdemoday141222
- 39. Before the Intelligent Assistance [Source] http://www.slideshare.net/neotevan/io-t-talkdemoday141222
- 40. Before the Intelligent Assistance [Source] http://www.slideshare.net/neotevan/io-t-talkdemoday141222
- 41. Intelligent Assistant = Pseudo-Human Physical World Digital World Sensor Cloud BigData Analysis ActuatorAR Robot Machine Learning NUI ü NUI + Network + AI ü Pseudo-Human, Human as a Service
- 42. Pebble Core with Alexa https://www.youtube.com/watch?v=qYTfAXBPmro (0:39)
- 43. Apple AirPods with Siri https://www.youtube.com/watch?v=SRkrZxNs7HE (3:25)
- 44. Enabler for Smart Home https://www.youtube.com/watch?v=MJ3VdSXYEfk (1:57)
- 45. Issues
- 46. Future of Intelligent Voice Assistant https://www.youtube.com/watch?v=w046TcaQu40 (4:22)
- 48. Domain Knowledge [Source] 정보통신기술진흥센터, ‘언어 처리를 위한 인공지능 기술 동향’ ü Context-awareness
- 49. Albert Mehrabian's Communications Model • 7% of message pertaining to feelings and attitudes is in the words that are spoken. • 38% of message pertaining to feelings and attitudes is paralinguistic (the way that the words are said). • 55% of message pertaining to feelings and attitudes is in facial expression. [Source] http://jadenelsonseducationalstudiesblog.blogspot.kr/
- 50. Tone Analyzer & Emotion Expression MS Cortana’s 18 emotions [Source] http://nordicapis.com/20-emotion-recognition-apis-that-will-leave-you-impressed-and-concerned/ and Microsoft Blog IBM Watson’s Tone Analyzer
- 51. Privacy ü Hack with inaudible command : ‘Dolphin attack’ : ‘Hidden in music’ [Source] https://thehackernews.com/2017/09/ai-digital-voice-assistants.html