AudioSignalProcessingForML

basic_audio_analysis

Machine-Learning-Algorithms-From-Scratch

A collection of commonly used machine learning algorithms implemented in Python/Numpy

mpa-exc

Some Demo Code for the MPA Exercise.

FourierTalkOSCON

Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.

signals-and-systems-lecture

Continuous- and Discrete-Time Signals and Systems - Theory and Computational Examples

audio-repair

Nearest Neighbor Imputation to Repair Damaged Audio

Audio-Spectrum-Analyzer-in-Python

A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio...

brewing-audio-event-detection

Tracking beer/wine using Audio Event Detection with Machine Learning

musicinformationretrieval.com

Instructional notebooks on music information retrieval.

Audio_cat_dog_classification

Classification of WAV files from cats and dogs

machinehearing

Machine Learning applied to sound

spacy-youtube-material

Here are the notebooks used during the spacy youtube series.

digital-signal-processing-lecture

Digital Signal Processing - Theory and Computational Examples

basic_audio_handling

A set of examples for basic audio data handling

ss-vq-vae

Self-supervised VQ-VAE for One-Shot Music Style Transfer