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WebRTC is READY. What's Next?

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Tsahi Levent-levi
Tsahi Levent-levi

We are nearing the end of 2018 and it is time to look at WebRTC and where it is headed. We are already there with WebRTC - it is available across devices, browsers and platforms. What are we going to do with it next then? This presentation is all about that topic

Technologie
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WebRTC is READY. What’s Next? A look at AI in RTC Tsahi Levent-Levi
Tsahi Levent-Levi • Consultant and analyst in digital communications • Focus on WebRTC, CPaaS and ML/AI • Co-founder and CEO of testRTC BlogGeek.me
WebRTC is READY
WebRTC is READY #1 - Apple
WebRTC is READY #2 - H.264 becoming a first class citizen SFU 1080p 720p 360p
VP8 H.264 VP9 HEVC VP8 H.264 VP9 HEVC VP8 H.264 VP9 HEVC VP8 H.264 VP9 HEVC
WebRTC is READY #3 - Google has moved on, focusing on live streaming
What’s Next?
What are the “New Use Cases”? • File Sharing • Internet of Things • Funny Hats • Machine Learning • Virtual Reality Gaming • Secure Communications
The Future of RTC: Machine Learning
Chad Hart / cwh.consulting Tsahi Levent-Levi / bloggeek.me
• Different vendors map ML/AI differently • Different vendors tackle ML/AI differently • We are still VERY early in the game
Voice Analytics It all relies on speech to text offline real-time Voicemail Transcription Meeting Transcription Meeting Summarization Spam Call Filtering Voice Assistants
Voice bots Who is the bot? The customer or the business? Google Duplex Smart IVR Outbound
2011 2012 2013 2014 2015 2016 2017 2018 Apple introduces Siri Google launches Google Now Microsoft Cortana on Windows 10 Amazon releases Alexa & Echo Google Acquires API.AI IBM Launches Watson Virtual Agent Google Home Contact Center AI Apple Homepod Amazon Echo Connect source:
Computer Vision
Quality Optimization Can machine learning replace/improve current media processing algorithms? t quality heuristics
Media Processing Pipeline is Ripe for innovation Capture Encode Send Receive Decode Play Sender Side Receiver side source:
What will YOU do with AI in RTC?krankygeek.com/research

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WebRTC is READY. What's Next?

  • 1.
  • 2. WebRTC is READY. What’s Next? A look at AI in RTC Tsahi Levent-Levi
  • 3. Tsahi Levent-Levi • Consultant and analyst in digital communications • Focus on WebRTC, CPaaS and ML/AI • Co-founder and CEO of testRTC BlogGeek.me
  • 6. WebRTC is READY #2 - H.264 becoming a first class citizen SFU 1080p 720p 360p
  • 7. VP8 H.264 VP9 HEVC VP8 H.264 VP9 HEVC VP8 H.264 VP9 HEVC VP8 H.264 VP9 HEVC
  • 8. WebRTC is READY #3 - Google has moved on, focusing on live streaming
  • 10. What are the “New Use Cases”? • File Sharing • Internet of Things • Funny Hats • Machine Learning • Virtual Reality Gaming • Secure Communications
  • 11. The Future of RTC: Machine Learning
  • 12. Chad Hart / cwh.consulting Tsahi Levent-Levi / bloggeek.me
  • 13.
  • 14. • Different vendors map ML/AI differently • Different vendors tackle ML/AI differently • We are still VERY early in the game
  • 15. Voice Analytics It all relies on speech to text offline real-time Voicemail Transcription Meeting Transcription Meeting Summarization Spam Call Filtering Voice Assistants
  • 16. Voice bots Who is the bot? The customer or the business? Google Duplex Smart IVR Outbound
  • 17. 2011 2012 2013 2014 2015 2016 2017 2018 Apple introduces Siri Google launches Google Now Microsoft Cortana on Windows 10 Amazon releases Alexa & Echo Google Acquires API.AI IBM Launches Watson Virtual Agent Google Home Contact Center AI Apple Homepod Amazon Echo Connect source:
  • 19. Quality Optimization Can machine learning replace/improve current media processing algorithms? t quality heuristics
  • 20. Media Processing Pipeline is Ripe for innovation Capture Encode Send Receive Decode Play Sender Side Receiver side source:
  • 21. What will YOU do with AI in RTC?krankygeek.com/research