theadamsabra / LearningfromAudioLinks
Understand of the fundamentals of digital signal processing for Machine Learning/Deep Learning applications.
☆87Updated 4 years ago
Alternatives and similar repositories for LearningfromAudio
Users that are interested in LearningfromAudio are comparing it to the libraries listed below
Sorting:
- Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)☆173Updated 5 months ago
- Machine Learning for Audio Signals in Python☆48Updated 4 years ago
- Audio preprocessing framework for Deep Learning audio applications☆129Updated 2 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆144Updated 2 years ago
- Python library for downloading, loading & working with sound datasets☆345Updated last month
- Machine Learning applied to sound☆284Updated 5 months ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆78Updated 5 years ago
- libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)☆214Updated 8 months ago
- Audio feature extraction and classification☆227Updated 2 years ago
- Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201. This introductory course on Mu…☆118Updated 4 months ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- 2021 ISMIR tutorial - music classification☆149Updated 3 years ago
- REPeating Pattern Extraction Technique (REPET) in Python for audio source separation: original REPET, REPET extended, adaptive REPET, REP…☆33Updated last year
- Code and slides for the "Generating Sound with Neural Network" series on The Sound of AI Youtube channel.☆178Updated 4 years ago
- Multi-Track Music Generation with the Transfomer and the Johann Sebastian Bach Chorales dataset☆123Updated last year
- Advanced Signal Processing Notebooks and Tutorials☆167Updated 3 years ago
- Pytorch implementation of deep audio embedding calculation☆106Updated 2 years ago
- Suggestions for those interested in developing audio applications of machine learning☆195Updated 2 years ago
- https://dodiku.github.io/audio_noise_clustering/results/ ==> An experiment with a variety of clustering (and clustering-like) techniques …☆26Updated 8 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆48Updated 4 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 3 years ago
- ISMIR 2020 Tutorial for Metric Learning in MIR☆125Updated 5 years ago
- ☆124Updated 5 years ago
- Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"☆81Updated 2 years ago
- Starter kit for getting started in the Music Demixing Challenge.☆139Updated 4 years ago
- Tools and tutorials for the OpenMIC-2018 dataset.☆97Updated 3 years ago
- Music genre classification from audio spectrograms using deep learning☆54Updated 5 years ago
- App to explore latent spaces of music collections☆35Updated 2 weeks ago
- Personalized MusicVAE☆48Updated 3 years ago
- Code examples for the book "Deep Learning for Audio: A Comprehensive Journey From Theory to Deployment"☆18Updated 5 years ago