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ChilloutCharles / BrainFlowsIntoVRChat

BrainFlow code that sends your brain's relaxation, focus metrics, and machine learned thought commands to vrchat avatar paramaters via OSC.
https://linktr.ee/ChilloutCharles
MIT License
209 stars 15 forks source link

Wavelet Denoise #27

Closed ChilloutCharles closed 3 months ago

ChilloutCharles commented 3 months ago

Big Single Line Change for powerbands and neurofeedback. c:

Explanation:

Wavelet denoising stands out from traditional denoising methods due to its multi-resolution analysis, allowing it to effectively handle signals with complex features across different scales. Unlike conventional techniques that may apply uniform filtering, wavelet denoising adapts to the signal's characteristics, providing both time and frequency localization. This adaptability ensures that important signal details are preserved while efficiently removing a wide variety of noise types. Moreover, wavelet denoising is particularly good at maintaining sharp features and edges in the signal, making it a versatile and powerful tool for applications requiring high fidelity signal processing.