Overview of Voice-Triggered Laces With Integrated Motion Recognition
This project presents a voice -controlled wearable exoskeleton prototype designed to assist limb movement using Arduino-based control, IoT communication, and a prototype machine learning-enhanced interface. The system integrates voice command recognition , servo-driven actuation, and Flask-based local server communication to enable responsive motion assistance. Developed as a pair project during ...
In applications, it accurately tracked pulse waves, throat vibrations, and limb motions . Integrated with embedded systems, wireless transmission and neural network, it enables human-computer interaction, motion recognition , and remote fall alerts. This work advances smart elderly care with a low-cost, easy-to-fabricate solution.
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Deep learning
By implementing a deep learning (DL) model, the DL-empowered A-Textile achieves high recognition accuracy across a variety of spoken phrases, enabling intuitive clothing- integrated voice -AI applications.
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Nevertheless, real-time signal processing for soft sensors is a fundamental undertaking in the development of hand- motion recognition and its expansion into real-world application. Real-time signal processing enables immediate feedback and response to dynamic changes in hand motion .
Smart Motion
The Smart Motion -Activated Voice Reminder is an intelligent voice reminder device that uses human motion detection to deliver automated prompts or notices. It supports both bidirectional and unidirectional configurations—playing custom voice messages when movement is detected from one or both directions (e.g., entry and exit).
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Trigger Sound Effects with Arduino & PIR Motion Sensor. It gives the article a little more context before the image collection begins.
Biomimicry-inspired Voice Recognition Technology with Lace Patterns. It works as a short bridge between the article summary and the gallery section.
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