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Hacker NewsHierarchical Modeling (H-Nets)
https://cartesia.ai/blog/hierarchical-modeling
#HackerNews #HierarchicalModeling #HNets #MachineLearning #DataScience #AIResearch #Cartesia
๐ค Create custom voice agents in under 10 minutes using #Python with STT, LLM and TTS pipelines like #Deepgram, #OpenAI GPT-4o and #Cartesia Sonic. Supports realtime speech-to-speech with models like OpenAI Realtime API for lifelike conversations. Multilingual semantic turn detection in 13 languages including English, German and Spanish with <25ms latency on CPU. Automatic interruption handling and VAD for natural turn-taking outperforms platforms like #Vapi. ๐ https://docs.livekit.io
๐ Build #AI #avatar for training/coaching using #LLMs, #video & speech models
Orchestrate components with #Cerebrium #serverless platform
Use #Mistral #LLM for function calling capabilities
Implement #Cartesia for voice control with emotional settings
Integrate #Tavus for AI-generated video experiences
๐ ๏ธ Key components:
#Cerebrium for deployment and environment setup
#Mistral API for #NLP and conversation flow
#Cartesia for realistic voice generation
#Tavus for creating AI avatars and video scenarios
๐ผ Use cases:
#Sales training with simulated customer interactions
#Interview practice with AI-powered recruiters
Customizable scenarios for various business needs
๐ง Technical highlights:
Function calling to guide conversation flow
Integration of multiple #AI services (LLM, TTS, video)
#OpenAI compatible endpoints for flexibility
๐จโ๐ป Tutorial covers step-by-step implementation, from backend setup to frontend integration, enabling creation of interactive #AI training experiences.
https://www.cerebrium.ai/blog/how-to-build-a-real-time-ai-avatar-for-training-and-coaching
