~/talk

Voice Assistants in Healthcare

Talkat MLconf Online 2020 · 2020-11-05..11-06· [machine-learning]
links:none on file
slides:none on file

A reference architecture that delivers identical member and provider information across web, mobile, call center and voice devices (Amazon Echo, Google Home) implemented as pipelines of swappable components using a mix of commercial services and open source stacks. Concrete build includes speech recognition, TTS, domain adaptation for low‑quality audio and accents, incremental data collection and data annotation tooling, model retraining, monitoring and CI/CD for models so systems improve over time and deploy reliably.

AI-written summary · about

  1. 0:00Voice assistants in healthcare
  2. 2:51Reducing operational costs
  3. 5:01Building voice apps
  4. 8:14Open-source tools for healthcare
  5. 11:14Speed versus quality
  6. 14:16Deployment pipelines
  7. 17:09Future applications
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