ArticleScience advances2021
Biomimetic and flexible piezoelectric mobile acoustic sensors with multiresonant ultrathin structures for machine learning biometrics.
Article in Science advances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.
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Who cites it
47 citing papers in PubMed.
- Noise-Tunable Memristor Enabling Programmable Probabilistic Neurons for Frequency-Selective Time-Series Signal Encoding.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Freestanding ferroelectric membranes via ionic unlocking van der Waals interface.Nature communications · 2026Article
- Polymer-Based Flexible Wireless Sensors for Health Monitoring.Nano-micro letters · 2026Review
- Strain-enhanced stretchable molecular ferroelectric acoustic fibers.Nature communications · 2026Article
- Capacitive piezotronics.Nature communications · 2026Article
- Ultrasensitive Diamond Cantilever-Based Optical Microphone.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Deep learning-empowered triboelectric acoustic textile for voice perception and intuitive generative AI-voice access on clothing.Science advances · 2025Article
- A reconfigurable piezo-ionotropic polymer membrane for sustainable multi-resonance acoustic sensing.Nature communications · 2025Article
- Theoretical and experimental study on traveling wave propagation characteristics of artificial basilar membrane.Scientific reports · 2025Article
- Piezoelectric nanofiber-based intelligent hearing system.Science advances · 2025Article
- Deep learning-enhanced anti-noise triboelectric acoustic sensor for human-machine collaboration in noisy environments.Nature communications · 2025Article
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- Emerging Wearable Acoustic Sensing Technologies.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Soft Metalens for Broadband Ultrasonic Focusing through Aberration Layers.Nature communications · 2025Article
- Bio-Inspired Neuromorphic Sensory Systems from Intelligent Perception to Nervetronics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- High piezoelectric property with exceptional stability in self-poled ferroelectric films.Nature communications · 2024Article
- Bioinspired Photoluminescent "Spider Web" as Ultrafast and Ultrasensitive Airflow-Acoustic Bimodal Sensor for Human-Computer Interaction and Intelligent Recognition.ACS central science · 2024Article
- Usage of Machine Learning Techniques to Classify and Predict the Performance of Force Sensing Resistors.Sensors (Basel, Switzerland) · 2024Article
- Toward an AI Era: Advances in Electronic Skins.Chemical reviews · 2024Review
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Flexible resonant acoustic sensors have attracted substantial attention as an essential component for intuitive human-machine interaction (HMI) in the future voice user interface (VUI). Several researches have been reported by mimicking the basilar membrane but still have dimensional drawback due to limitation of controlling a multifrequency band and broadening resonant spectrum for full-cover phonetic frequencies. Here, highly sensitive piezoelectric mobile acoustic sensor (PMAS) is demonstrated by exploiting an ultrathin membrane for biomimetic frequency band control. Simulation results prove that resonant bandwidth of a piezoelectric film can be broadened by adopting a lead-zirconate-titanate (PZT) membrane on the ultrathin polymer to cover the entire voice spectrum. Machine learning-based biometric authentication is demonstrated by the integrated acoustic sensor module with an algorithm processor and customized Android app. Last, exceptional error rate reduction in speaker identification is achieved by a PMAS module with a small amount of training data, compared to a conventional microelectromechanical system microphone.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.