Piezoelectric Sensing of Mask Surface Waves for Noise-Suppressive Speech Input

Voice-controlled medical devices in operating rooms face challenges due to face masks and noise, hindering speech recognition accuracy. We present a novel solution: a detachable piezoelectric microphone attached to a face mask, prioritizing hygiene and comfort. By capturing surface vibrations from the user’s voice, our system significantly improves scale-invariant signal-to-distortion ratio (Si-SNR) compared to traditional unidirectional microphones, especially for whispered speech, as demonstrated in a simulated noisy environment. This real-time, noise-suppressive approach offers a promising avenue for enhancing voice input and conversations in various applications and settings.

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Publication Details

Published
2024-10-11
DOI
https://doi.org/10.1145/3672539.3686331
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
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article

Piezoelectric Sensing of Mask Surface Waves for Noise-Suppressive Speech Input

Hirotaka Hiraki, Jun Rekimoto
Speech and Audio Processing
article

Piezoelectric Sensing of Mask Surface Waves for Noise-Suppressive Speech Input

Hirotaka Hiraki, Jun Rekimoto
article en

Abstract

Voice-controlled medical devices in operating rooms face challenges due to face masks and noise, hindering speech recognition accuracy. We present a novel solution: a detachable piezoelectric microphone attached to a face mask, prioritizing hygiene and comfort. By capturing surface vibrations from the user’s voice, our system significantly improves scale-invariant signal-to-distortion ratio (Si-SNR) compared to traditional unidirectional microphones, especially for whispered speech, as demonstrated in a simulated noisy environment. This real-time, noise-suppressive approach offers a promising avenue for enhancing voice input and conversations in various applications and settings.

Sony Computer Science Laboratories (JP), National Institute of Advanced Industrial Science and Technology (JP), The University of Tokyo (JP)
Openalex Percentile: Top 81%
Speech and Audio Processing
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