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Learn how to build and deploy production-ready AI voice agents that deliver natural, transparent conversations in real-world applications. Discover the engineering challenges and solutions behind creating resilient real-time voice systems that combine speech-to-text, large language model orchestration, and neural text-to-speech technologies. Explore the infrastructure patterns needed for low-latency pipelines, error recovery mechanisms, and maintaining conversational coherence across extended interactions. Understand how to engineer context retention and emotional tone management while building trust through transparency rather than human mimicry. Examine the metrics and human feedback systems that predict successful task completion and user trust in voice AI applications. Gain insights into scaling AI infrastructure for call center environments and learn from real production experiences about what breaks, what works, and how to deliver high-performance voice AI that helps humans work more effectively.
Syllabus
Real-Time Voice Agents in Production
Taught by
MLOps.community