A technical survey reports that a fully self-hosted voice AI pipeline can achieve around 755 milliseconds from end of speech to first audio output, while a provider comparison shows the same speech-to…
A developer built a real-time sleep analysis system using OpenAI Whisper and Silero VAD to detect snoring and potential sleep apnea from bedroom audio. The system uses Silero VAD as a gatekeeper to fi…
An engineer built Sentinel, an autonomous real-time Voice AI emergency dispatcher, in 10 days during the #VoiceForBharat challenge. The system uses Deepgram Nova-3 for speech-to-text, Google Gemini fo…
Engineers at an unnamed company cut inference cold start times from minutes to seconds by profiling their startup sequence and finding that 90% of the delay came from moving large files. They reduced …
Hugging Face has released an open-source server that replicates OpenAI's Realtime API protocol, enabling developers to run a local speech-to-speech pipeline compatible with OpenAI's WebSocket interfac…
Palmier Pro, a native macOS app with a local MCP server, connects an LLM agent directly to a video timeline to automate mechanical tasks like rough cuts, asset management, and content generation, solv…
Palmier Pro, a macOS video editor built in Swift, now integrates AI agents via MCP (Model Context Protocol), allowing LLMs like Claude or Codex to automate media management, semantic search, timeline …
Decibri has launched a unified audio layer for AI agents and Voice AI applications that captures real-time microphone audio, plays to speakers, or pipes to voice agents, WebSockets, or files using Pyt…
A developer released AssistantAI, an open-source desktop AI assistant that captures audio from apps like Zoom and Teams, generates context-aware responses using attached documents, and analyzes screen…
A team has built Aiden AI, a physical hardware AI agent device that connects as a standard USB HID device to control any computer without requiring software installation, API access, or permissions. T…
A developer has built a CPU-only voice agent that replicates four key behaviors from Thinking Machines' 276B-parameter Interaction Models demo using off-the-shelf parts and commodity AI models on a si…
Pollen Robotics and Hugging Face have released a fully local speech-to-speech pipeline for the Reachy Mini robot, eliminating the need for cloud servers or API keys. The open-source stack runs entirel…
The article describes integrating Google's Gemma 4 speech recognition model into Parlotype, a privacy-focused Windows voice-to-text desktop app that runs entirely on-device. The author evaluated five …