AI & ML interests

open multi-modal foundation models and datasets for their creation; scaling laws, model evaluation; fully local, sovereign model deployment, personalized assistants and open local agentic systems

Recent Activity

Humaneness Voice DPO
Four EN/DE preference corpora with three-Whisper sidecars; experimental pitch pairs are quality-confounded.
Humaneness Voice: Research Artifacts
Datasets, selected speech ladder, voice-acting training views, predictors and generation model. Hours overlap; see source cards.