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In this project

Acoustic Drone Detection on ESP32-S3

https://sudonull.com/acoustic-drone-detection-on-esp32-s3

Implement local quadcopter detection with ESP32 and ICS-43434 microphone. Goertzel algorithm for real-time frequency analysis. Instructions for developers: schematic, calibration, comparison with ML. Start your prototype for 15$.

NPU on MCU for speech: STM32N6 and acoustics

https://sudonull.com/npu-on-mcu-for-speech-stm32n6-and-acoustics

Acoustic speech recognition model on STM32N6 with NPU: PER 5.3%, 0.2 W, real time. Comparison, metrics, application for developers. Study the implementation.

From other projects

Laser-acoustic imaging: safety of surgical robots

https://ymaho.com/laser-acoustic-imaging-safety-of-surgical-robots

Photoacoustics builds 3D maps of nerves in real time, reducing the risk of complications. Learn how the technology is changing laparoscopy. Read an expert review.

Laser-acoustic imaging: how the technology will change robotic surgery

https://ymaho.com/laser-acoustic-imaging-how-the-technology-will-change-robotic-surgery

Photoacoustic imaging allows the surgeon to see nerves and blood vessels through tissues in real time. Learn how this will reduce the risk of complications and who will benefit from its adoption.

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