Voice pipeline
ASR stub + Voice ID enrollment. Modal Parakeet scripts live under /modal.
Live conversation
Real pipeline: Twi ASR (Whisper Waxal fine-tune) → LLM understand → Akan TTS (MMS-TTS-aka).
Voice ID (light)
Enrollment still uses a local embedding stub. Intelligence work is on ASR/TTS/LLM.