Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Your Realtime AI is NGMI - Building Real-Time AI Systems from the Network Layer Up

AI Engineer via YouTube

Overview

Coursera Spring Sale
40% Off Coursera Plus Annual!
Grab it
Learn why most realtime AI applications fail and discover the correct approach to building reliable voice and video AI systems in this 17-minute conference talk. Explore the fundamental design principles that separate successful realtime AI implementations from those that struggle with latency and reliability issues. Understand why starting from the network layer up, rather than from the model or application layer down, is crucial for delivering consistent realtime audio and video streams. Examine the technical differences between WebRTC and WebSockets for real-time audio applications, including detailed latency breakdowns and performance comparisons. Discover the advantages of WebRTC for voice AI applications and see practical demonstrations of its implementation. Delve into critical realtime AI primitives including interruption handling, conversation state management, and asynchronous function calling. Watch a live demonstration of Squabbert and explore community projects showcasing innovative WebRTC implementations. Gain insights from two industry experts who agree on core realtime systems principles but engage in spirited debate about client-side SDK approaches and vendor-neutral API design. Access practical resources and learn about the flexibility of WebRTC connections for various voice AI use cases.

Syllabus

00:00 [Voice Keynote] Your realtime AI is ngmi — Sean DuBois OpenAI, Kwindla Kramer Daily
01:29 Introduction to Voice AI and Latency
02:46 Latency Breakdown in a Voice AI Application
03:27 WebRTC vs. WebSockets for Real-Time Audio
06:41 Advantages of WebRTC
07:49 Applications of WebRTC
08:52 Future of Voice AI and User Interfaces
09:59 Squabbert Demo
12:44 Flexibility of WebRTC Connections
13:09 Community Showcase: Yashin's Project
15:46 Call to Action and Resources

Taught by

AI Engineer

Reviews

Start your review of Your Realtime AI is NGMI - Building Real-Time AI Systems from the Network Layer Up

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.