Sound of Touch: Active Acoustic Tactile Sensing via String Vibrations
About
Distributed tactile sensing remains difficult to scale over large areas: dense sensor arrays increase wiring, cost, and fragility, while many alternatives provide limited coverage or miss fast interaction dynamics. We present Sound of Touch, an active acoustic tactile-sensing methodology that uses vibrating tensioned strings as sensing elements. The string is continuously excited electromagnetically, and a small number of pickups (contact microphones) observe spectral changes induced by contact. From short-duration audio signals, our system estimates contact location and normal force, and detects slip. To guide design and interpret the sensing mechanism, we derive a physics-based string-vibration simulator that predicts how contact position and force shift vibration modes. Experiments demonstrate millimeter-scale localization, reliable force estimation, and real-time slip detection. Our contributions are: (i) a lightweight, scalable string-based tactile sensing hardware concept for instrumenting extended robot surfaces; (ii) a physics-grounded simulation and analysis tool for contact-induced spectral shifts; and (iii) a real-time inference pipeline that maps vibration measurements to contact state.
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Contact Force Estimation | Tensioned String Tactile Sensor Dataset (test) | MAE (N)0.111 | 8 | |
| Contact location estimation | Contact Location Estimation Plastic 1.0 (test) | MAE (mm)2.7 | 2 | |
| Contact location estimation | Contact Location Estimation (Wood) 1.0 (test) | MAE (mm)8.6 | 2 | |
| Contact location estimation | Contact Location Estimation Metal tube 1.0 (test) | MAE (mm)5.4 | 2 | |
| Contact location estimation | Contact Location Estimation Allen Key 1.0 (test) | MAE (mm)2.7 | 2 |