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 8 months ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆145Updated 3 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 7 months ago
- Audio feature extraction and classification☆227Updated 2 years ago
- Audio preprocessing framework for Deep Learning audio applications☆129Updated 3 years ago
- 2021 ISMIR tutorial - music classification☆150Updated 4 years ago
- REPeating Pattern Extraction Technique (REPET) in Python for audio source separation: original REPET, REPET extended, adaptive REPET, REP…☆33Updated last year
- libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)☆220Updated 10 months ago
- Code and slides for the "Generating Sound with Neural Network" series on The Sound of AI Youtube channel.☆180Updated 4 years ago
- Pytorch implementation of deep audio embedding calculation☆107Updated 2 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆38Updated 4 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 3 years ago
- Machine Learning for Audio Signals in Python☆48Updated 4 years ago
- Advanced Signal Processing Notebooks and Tutorials☆172Updated 4 years ago
- An application that predicts the chords when melspectrograms of guitar sound is fed into a CNN.☆139Updated 3 years ago
- Machine Learning applied to sound☆288Updated 8 months ago
- Multi-Track Music Generation with the Transfomer and the Johann Sebastian Bach Chorales dataset☆123Updated last year
- Python library for downloading, loading & working with sound datasets☆350Updated 4 months ago
- Python library for working with Music Information Retrieval datasets☆398Updated 4 months ago
- Painless Wiener filters for audio separation☆192Updated 3 years ago
- music genre classification : LSTM vs Transformer☆63Updated 2 years ago
- Audio Coding Notebooks and Tutorials☆86Updated 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.☆140Updated 4 years ago
- Music genre classification from audio spectrograms using deep learning☆56Updated 6 years ago
- Extract the melody from an audio file and export to MIDI and back to wav☆28Updated 7 years ago
- Emotional conditioned music generation using transformer-based model.☆166Updated 3 years ago
- Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.☆180Updated last year
- ☆101Updated 3 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆79Updated 5 years ago