本地优先的视频→结构化笔记服务:B站/抖音/本地视频,平台字幕+本地离线转写,LLM 生成带时间轴笔记;桌面应用 / MCP / Agent Skill 三种接入。
Phone and word timestamp accuracy on human-labeled TIMIT and Buckeye, clean and under reverb, noise, music and babble. Two tracks, forced aligners given the transcript and ASR systems that find their own words. MFA, WhisperX, Charsiu, Qwen3, Parakeet-TDT, Olign and more. Monthly leaderboards, paper on arXiv.