Convert microphone I2S data into real-time A-weighted Sound Pressure Level (SPL) measurements, on a STM32 Arm microcontroller.
This project provides source files for implementing I2S to SPL conversion on STM32 in general. As a demonstration, the project also contains a simple main function, initialisation and build steps for the specific STM32G071xx device range (Cortex M0+).
With minimal adaptation, the project should run on any STM32 with I2S hardware capability.
I2S is a digital electrical interface standard used for audio device interconnection. MEMS microphones, such as the Knowles SPH0645LM4H, are available with I2S output (and excellent sound quality).
The A-weighted Sound Pressure Level (SPL) is a useful and very commonly used measure of environmental noise and sound “loudness”. Sound amplitudes measured by a microphone are averaged over all frequencies to produce a single SPL number, expressed on a logarithmic scale in decibel units.
SPL measurements are best for ongoing constant noise, while peak amplitude measurements are best for brief, sudden sounds.
When calculating SPL, some frequencies can be emphasized relative to others (known as the weighting). The most common method is “A-weighting”, a standard accounting for the variation in how the human ear hears different sound frequencies. For example, people’s perception of loudness tends to peak at around 3 kHz and drops at low and high frequencies. Noise around 3 kHz is therefore given a greater weighting when calculating the SPL.
The demonstration project was tested on a STM32G071 microcontroller, such as found on the Nucleo-G071RB development board, with a SPH0645LM4H MEMS microphone connected to the I2S port.
The UART module is used for printing results to a computer terminal (MCU to PC direction only).
-
The project uses the Arm GNU Toolchain gcc-arm-none-eabi 9-2020-q2-update version. Download and unzip it inside the project directory.
-
The makefile supports three build configurations: debug, system-tests and release.
- debug and system-tests use -g3 and -O0 and -u_printf_float, whereas release uses -O3
- system-tests are intended to run on the target microcontroller and check calculations against known results.
- debug and release run a simple demo program (continually print SPL and peak sound amplitude).
-
The build result (elf) is output to a directory named according to the configuration.
The unit tests use the Unity framework, compiled with gcc, and are intended to run on any system (not Arm/STM32 specific).
-
Clone the Unity repository into the project directory:
git clone https://github.com/ThrowTheSwitch/Unity -
Build the tests with
make allin the tests directory. -
Run the resulting *.out executables.
Changes, fixes and additions in each software release version are listed in the CHANGELOG
See the LICENSE file for software license rights and limitations (AGPL-3.0).