Project case study
VibeVoice TTS
Research pipeline for long-form multi-speaker text-to-speech using frontier open-source TTS models.
Problem
Use AI to accelerate a business process, improve decision quality, or reduce operational load.
Architecture
Data, model, API, user interface, and deployment workflow are designed together.
Consulting lesson
A successful AI project starts with scope, data flow, and user adoption, not model choice alone.