Deep learning-empowered triboelectric acoustic textile for voice perception and intuitive generative AI-voice access on clothing
View abstract on PubMed
Summary
This summary is machine-generated.Researchers developed a smart textile that captures voice commands using electrostatic charges. This AI acoustic textile (A-Textile) enables voice interaction with generative AI like ChatGPT for information retrieval and task completion.
Area Of Science
- Materials Science
- Artificial Intelligence
- Wearable Technology
Background
- Generative AI chatbots can be integrated with smart textiles for voice interaction.
- Existing methods lack imperceptible and active voice perception capabilities in everyday clothing.
Purpose Of The Study
- To develop a deep learning-empowered triboelectric AI acoustic textile (A-Textile) for imperceptible voice perception and AI access.
- To enable everyday clothing to retrieve information, seek advice, and perform tasks via voice commands.
Main Methods
- Designed a multilayered A-Textile with a composite coating of 3D SnS2 nanoflowers (NFs) in silicone rubber for enhanced charge capture and transfer.
- Utilized a SnS2 NFs-decorated carbonized textile for charge accumulation and preservation, maximizing charge density.
- Employed a deep learning (DL) model for precise classification and visualization of voice commands.
Main Results
- Achieved a 21-volt output, 1.2 V/Pa sensitivity, 1 Hz resolution, and a wide sound response frequency range (80–900 Hz).
- Demonstrated precise voice command classification and visualization for Internet-of-Things (IoT) control and cloud information access.
- Successfully integrated the A-Textile with ChatGPT for sophisticated AI task performance.
Conclusions
- The developed A-Textile offers an innovative approach to integrating AI capabilities into everyday clothing through imperceptible voice interaction.
- This technology paves the way for intuitive human-AI interaction and advanced functionalities in wearable devices.
- The A-Textile provides a seamless interface for accessing generative AI services and controlling smart devices via voice commands.
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