A developer running a self-hosted Italian-language dental voice agent on Asterisk, fed by a ViciDial press-1 campaign, documented the failures that appeared only after real outbound calls began, inclu…
A developer built Wander, a screen-free, voice-first walking companion that runs its reasoning loop locally using Gemma 3 via Ollama and faster-whisper, with ElevenLabs or an offline Piper fallback fo…
A four-person team built LectureLens (Mozhi), an offline study tool that turns lecture recordings and documents into summaries, key terms, quizzes and grounded Q&A with timestamp or page citations. Th…
A developer released TuxWhisper, an open-source offline push-to-talk dictation tool for Linux that runs speech recognition locally via faster-whisper and types text into any app on X11 and Wayland, in…
A developer built Magnus AI, a voice-first desktop assistant for Windows that uses Google's Gemini Live API to control apps, adjust system settings, run routines, and analyze screen or webcam input. T…
A developer built a voice-first reminder app for her boyfriend Jason, who has ADHD, using a fully local pipeline of faster-whisper for speech-to-text and Gemma 3 served through Ollama for extracting r…
A developer built voice-recipe-book, an open-source pipeline that transcribes voice memos with faster-whisper and structures them into Markdown recipe cards using Qwen2.5-3B-Instruct, all running loca…
A developer built RiffSalad, a local-first AI vault for guitarists that analyzes imported or browser-recorded riffs with librosa for BPM, key, energy and note density, extracts MIDI via a Basic Pitch-…
A developer built NoteMate AI, an open-source, local-first note assistant that transcribes audio and extracts PDF text entirely on-device using Gemma 3 via Ollama and faster-whisper's CTranslate2 impl…
Developer ahmedhmam1994 released VoxScribe, a free open-source Windows voice dictation app that transcribes speech locally using faster-whisper on the CPU and types the result directly into the focuse…
A developer tutorial by Priya Nair shows how to build a self-hosted real-time speech-to-text pipeline using faster-whisper 1.2.1 and websockets 17.1, streaming 16 kHz mono PCM audio from a browser mic…
SayItErmano v0.4.0, an unofficial community port of FluidVoice for Linux, is now available as a local-first voice dictation app that transcribes speech on-device and optionally polishes text via OpenA…
Clips Kitty, a free open-source AI video clipping and editing tool formerly known as Clips Studio until version 1.1.3, enables creators to turn long streams and videos into ready-to-post Shorts, Reels…
A developer built ttsproof, an open-source QA framework for text-to-speech systems that separates structural defects from pronunciation errors, addressing the shortcomings of Word Error Rate metrics. …
A developer building a phone assistant that transcribes work calls has chosen to run speech-to-text locally with faster-whisper instead of using cloud APIs, citing data privacy concerns. The local set…
A developer's RAG pipeline for MockEvalio failed on its first day when the embedding endpoint returned a 404, prompting a switch from Groq's nomic-embed-text-v1.5 to OpenAI's text-embedding-3-small. T…
A developer known as C.Studva has open-sourced Jarvis CLS, a local-first AI assistant for macOS and Linux under the MIT license. The assistant runs entirely on-device with no cloud dependency, using f…
A solo developer rebuilt an AI transcription pipeline on AWS using Spot Instances, SQS queue-based autoscaling, and Whisper Large-v3 Turbo, cutting processing costs below $0.10 per hour—cheaper than t…
A new open-source MCP server called talkthrough-mcp, released under the MIT license, lets developers turn narrated screen recordings into structured data for AI agents without any cloud dependency. Th…
A developer built claude-real-video, an MIT-licensed tool that converts video files into formats LLMs can genuinely process, addressing the gap where models like ChatGPT and Claude fail to handle actu…