~/talk

Voice Enabling Mobile Apps and Custom Hardware Devices

Talkat droidcon San Francisco 2022 · 2022-06-02..06-03· [android, machine-learning]
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Keen Research ships an on-device speech SDK (iOS, Android, Linux, Unity) used by Noggin, PBS Kids and Novel Effect to run local ASR models tuned for kids and by Hey Metronome and Mira Check for hands-free control (example: “set tempo to 100 BPM” works reliably). The talk contrasts cloud vs on-device tradeoffs, details wake‑word cascades, microphone arrays and beamforming, and stresses acoustic echo cancellation for apps that play audio while listening; evaluation uses word‑error‑rate on an authentic test set.

AI-written summary · about

  1. 0:00Introduction and overview
  2. 3:17Real-world voice use cases
  3. 11:08How voice assistants work
  4. 22:00Key voice technology components
  5. 30:07Choosing the right voice solution
  6. 34:41Tips for voice-enabled apps
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