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audio-degradation-toolbox

easy-to-use implementation of the ISMIR 2013 Audio Degradation Toolbox

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

awesome-deep-learning-music

List of articles related to deep learning applied to music

awesome-python-scientific-audio

Curated list of python software and packages related to scientific research in audio

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

courserascraper

Code to scrape course reviews from Coursera and perform sentiment analysis and topic modeling

cs-video-courses

List of Computer Science courses with video lectures.

data-science-question-answer

A repo for data science related questions and answers

deep-learning-audio-application-from-design-to-deployment

Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.

deeplearningforaudiowithpython

Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dl-workshop

A deep learning workshop, done from scratch, taught without any frameworks.

glue

Linked Data Visualizations Across Multiple Files

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

librosa

Python library for audio and music analysis

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

nnexplore

Exploring Neural Nets in Audio context to familiarize with DSP concepts; multi-class genre classification problem with 10 labels.

oscar-predictor

pdfs

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python_dl_working_notebooks

Alex Fleming's solution work in Python on Deep Learning

pythonforml_udemycourse

exercises, solutions and notes to Udemy's "Python for Machine Learning Bootcamp" by Jose Portilla

scipy_simulateandgenerate

skimage-tutorials

scikit-image tutorials