musikalkemist/Deep-Learning-Audio-Application-From-Design-to-Deployment

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musikalkemist/Deep-Learning-Audio-Application-From-Design-to-Deployment

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

Deep-Learning-Audio-Application-From-Design-to-Deployment

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

Learn how to build a simple speech recognition system with TensorFlow and deploy it with Docker as a Flask API on Amazon AWS..

Check out the YouTube tutorials at: https://www.youtube.com/watch?v=CA0PQS1Rj_4

AudioSignalProcessingForML

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

Jupyter Notebook

DeepLearningForAudioWithPython

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

pytorchforaudio

Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.

generating-sound-with-neural-networks

Code and slides for the "Generating Sound with Neural Network" series on The Sound of AI Youtube channel.

paperwhisperer

Automatic voice-synthetised summaries of latest research papers on arXiv

praudio

Audio preprocessing framework for Deep Learning audio applications

generating-melodies-with-rnn-lstm

Repo with code and slides for the "Generating Melodies with RNN-LSTM" YouTuve series.

infiniteremixer

Create infinite remixes intelligently patching together groups of songs

spotifyplaylistgenerator

A script to create custom Spotify playlists using the Spotify API, based on seed tracks.

prophet

generativemusicaicourse

Resources for the Generative Music AI Course on The Sound of AI YouTube channel.

audioDataAugmentationTutorial

Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.

solidforml

Code and slides for the "SOLID principles for ML engineers" series on The Sound of AI YouTube channel.

musiccollaborativefiltering

This repo features code for "" video on The Sound of AI YouTube channel

Deep-Learning-For-Audio-Book-Repo

Code examples for the book "Deep Learning for Audio: A Comprehensive Journey From Theory to Deployment"

open-source-research

advancedpython

Code for the Advanced Python course.

mldeployment

Repo with code used in the "Deploying ML Into Production" video tutorial on The Sound of AI channel

brute_force_chord_generator

A script that brute forces the generation of chord progressions using major and minor triads

How-to-Read-AI-Papers-Like-a-Rockstar

Slide decks for the "How to Read AI (Audio) Research Papers Like a Rockstar" mini-series on YouTube.

pythonAI

Example code of the Python AI tutorials

PySummarizer

A Python library for automatic text summarization.

midiget

A program that retrieves midi files from web servers.

thesoundofaihackathon

how-to-write-a-research-paper-like-a-rockstar

Slides for the "How to Write a Research Paper like a Rock Start" series on The Sound of AI YouTube channel.

socketprogramming-tutorial

Simple client and server socket scripts in Python

recorder

Repo for the "Recording Sound with Python" tutorial on The Sound of AI YT channel.

PylibAI

A Python library of general Artificial Intelligence algorithms

github-actions-for-ci

recursion-tutorial

Code for the video "How Does Recursive Music Sound Like?" on The Sound of AI YT channel.

kaprevideo

Code for the video about Kapre (audio signal processing library) on The Sound of AI YouTube channel.