Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
MIT License
Here are the notebooks used during the spacy youtube series.
Machine Learning applied to sound
A set of examples for basic audio data handling
Some Demo Code for the MPA Exercise.
Continuous- and Discrete-Time Signals and Systems - Theory and Computational Examples
Classification of WAV files from cats and dogs
Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.
A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio...
A collection of commonly used machine learning algorithms implemented in Python/Numpy
Nearest Neighbor Imputation to Repair Damaged Audio
Instructional notebooks on music information retrieval.
Tracking beer/wine using Audio Event Detection with Machine Learning
Digital Signal Processing - Theory and Computational Examples
Self-supervised VQ-VAE for One-Shot Music Style Transfer