~/talk

SilentVoice: Unnoticeable Voice Input by Ingressive Speech

Talkat UIST 2018 · 2018-10-14..10-17
links:none on file
slides:none on file

A wearable microphone sits almost flush to the mouth and uses ingressive speech (inhaling while shaping the mouth) to create a whisper-like sound source, achieving ultra-low leakage (under 39dB(A) leakage) and allowing very close mic placement (<1 mm). Airflow sensing separates commands with 98.8% activation accuracy. Off-the-shelf recognizers start at 83% WER on this input but adapt to 1.8% WER speaker-dependent (7.0% speaker-independent) and sustain ~6.9% WER on 80 dB subway noise.

AI-written summary · about

  1. 0:00The problem with public voice
  2. 1:31Understanding ingressive speech
  3. 4:47Creating a silent sound source
  4. 5:49How to speak silent voice
  5. 7:11Advantages of silent voice
  6. 8:34Activation and recognition
  7. 10:30Implementations and related work
  8. 11:54Tips for effective usage
  9. 14:20Conclusion and Q&A
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