Built an AI pipeline to convert scripts into videos using my cloned voice, looking for feedback and tips!
Hi everyone!
I am currently building a fully automated system that turns a plain text script into a final branded video, complete with voiceover using my cloned voice (via ElevenLabs). No manual editing required.
Here is what I have set up so far:
Workflow Overview:
- Input: Google Sheet with text scripts
- TTS: ElevenLabs turns the script into audio + word-level timestamps
- Video: RunwayML (Gen-3 Turbo) generates short clips from scene prompts
- Auto-sync: Each video scene matches voice timing
- Branding: Logo, colors, lower-thirds added via CloudConvert or MoviePy
- Output: 1080p MP4 + subtitles
- Auto-upload: Video goes straight to YouTube or Google Drive
Built using: • Make.com for orchestration • ElevenLabs API • RunwayML API • CloudConvert for video merge • Google Sheets + YouTube API
What I am looking for: • Better ways to improve scene detection from narration • Music underlay sync tips • Has anyone here integrated HeyGen for lip-sync or avatar layers? • Any alternate tools worth trying (esp. open-source or cheaper models)?
This is mainly for educational + branding content but the pipeline could be useful for creators, trainers, or even indie filmmakers.
Happy to share more details if anyone’s curious or wants to replicate something similar!
Posted Jul 9, 2025, 4:19 AM UTC