Build an on-device Keyword Spotting (KWS) system on STM32 microcontrollers with MEMS microphones and Hugging Face models. Learn audio sampling, feature extraction, and optimized TinyML deployment for real-time voice recognition.
STM32 TinyML Lab 4: Keyword Spotting with Hugging Face and a MEMS Microphone Read More »
Learn how to build a Human Activity Recognition (HAR) system on STM32 microcontrollers using accelerometer and gyroscope data. Train, optimize, and deploy real-time TinyML models on-device for ultra-low power motion classification.
STM32 TinyML Lab 3: Human Activity Recognition Using Accelerometer and Gyroscope Read More »
Learn to interface MEMS microphones with STM32U5 using the MDF peripheral. Discover PDM vs PCM, Sinc filters, and Sound Activity Detection (SAD) configuration.
STM32 Audio Configuring MEMS Microphones with MDF Read More »
Build an audio player with STM32N6-DK and WM8904 & SAI1. Learn to convert MP4 to WAV, manage PCM buffers, and implement DMA-based playback for voice prompts.
How to Build a Simple Audio Player with STM32 Read More »
Convert MP4 to MJPEG AVI for STM32N6 using FFmpeg. Optimize resolution for high-performance MCU media playback. This guide provides a professional workflow for preparing video asset specifically for the STM32N6 and other high-performance microcontrollers (MCUs).
How to play video STM32 Read More »
Learn how to execute code from SRAM in STM32 using GCC and STM32CubeIDE. Improve performance, reduce power, and enable concurrent Flash operations effectively.
How to do Code Execution in SRAM Read More »
