Why is the 800ms latency threshold important?

In human conversation, delays longer than 800ms feel unnatural and awkward. This skill provides a 'latency budget' to ensure all components stay within this critical window.

Can this skill help with speech-to-text errors?

Yes, it includes strategies for mitigating STT errors and implementing noise handling to improve the accuracy of the agent's understanding in real-world environments.

What is the difference between S2S and Pipeline architectures?

Speech-to-Speech (S2S) offers the lowest latency and preserves emotional nuance, while Pipeline (STT-LLM-TTS) allows for more control and easier debugging at each stage of the process.

How does the skill handle user interruptions?

It implements barge-in detection and semantic Voice Activity Detection (VAD) to ensure the AI intelligently stops speaking the moment it detects user input.

Voice Agent Architect

Name: Voice Agent Architect
Author: claudiodearaujo

byclaudiodearaujo

•

Data Science & ML

Architects high-performance, low-latency AI voice systems using speech-to-speech and modular pipeline architectures.

This skill provides production-grade patterns for building conversational AI voice agents with a focus on overcoming the physics of latency. It guides developers through the trade-offs between Speech-to-Speech (S2S) models like OpenAI Realtime for natural flow and modular STT-LLM-TTS pipelines for granular control. By implementing specific strategies for Voice Activity Detection (VAD), barge-in handling, and turn-taking, it ensures AI interactions feel human-like and responsive rather than delayed or mechanical.

Key Features

01Advanced Voice Activity Detection (VAD) and barge-in detection

02Speech-to-Speech (S2S) and modular pipeline architecture patterns

031 GitHub stars

04Turn-taking logic for natural conversational flow

05Noise handling and spoken-format prompt engineering

06Optimized latency budgeting for sub-800ms response times

Use Cases

01Developing real-time customer support voice assistants

02Creating hands-free conversational interfaces for mobile or IoT devices

03Building interactive AI book narration and storytelling systems

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add claudiodearaujo/sistema-de-narra-o-de-livro voice-agents

For use in Claude.ai and ChatGPT

Download Skill