Track: VoiceTech |
Power of Real-time Zero Shot Learning in Human Conversations |
Human conversations are everywhere, and conversation intelligence is expanding into identifying more and more aspects of the conversations while it's in progress. Real-time intelligence is unlocking use cases that were never possible before. A Zero-Shot Learning enables the entire ML cycle of learning -> modeling -> Inferring in milliseconds, no training data, training cycle required which takes days if not weeks to build a single model. With the power of Zero-Shot Learning scaling up the conversation scenarios is a matter of few hours instead of weeks. The presentation will cover - * deep-diving into how Zero-Shot learning solves various conversation intelligence problems. * How the technology works with so little latency to build production-ready AI models with architecture. * Demonstration of one example to show it in action. * Possibilities and next steps of what other problems can be solved in completely different ways with Zero-Shot learning techniques. |
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Presentation Video |