Busker Video Pipeline
A video processing engine for the pipa busker content pipeline — trim, assemble, normalize, and export to TikTok, YouTube, Instagram, Bilibili, Xiaohongshu, and WeChat Channels in one run.
Sub-project one of a five-part system for turning raw busking footage into platform-ready content. Hybrid architecture — Python orchestrates an Ingest → Analyze → Normalize → Trim → Order → Transitions → Render → Export pipeline; FFmpeg does the heavy lifting (trimmer, concatenator, cropper, transcoder, analyzer with Whisper STT for between-song audience moments). One 16:9 master produces 16:9 / 9:16 / 1:1 variants in a single export. Later sub-projects layer on multi-platform publishing, analytics feedback, trend research, and an AI editing layer.