drscotthawley / ml-audio-start
Suggestions for those interested in developing audio applications of machine learning
☆177Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ml-audio-start
- learning audio effects with neural networks☆101Updated last year
- Third-party audio effects plugins as differentiable layers within deep neural networks.☆188Updated 3 years ago
- Universal audio synthesizer control learning with normalizing flows☆134Updated 3 years ago
- Differentiable audio signal processors in PyTorch☆226Updated 11 months ago
- Synthesis of Drum Sounds With Perceptual Timbral Conditioning Using Generative Adversarial Networks☆102Updated last year
- Headless multitrack mixing console in Python☆116Updated last year
- Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch☆448Updated last year
- Start-to-finish tutorial for interactive music co-creation in PyTorch and Tensorflow.js☆104Updated 3 years ago
- Important papers and associated code on automatic mixing research☆102Updated 3 months ago
- Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)☆154Updated 2 months ago
- Simple collection of MIR datasets with metadata and links☆235Updated 6 months ago
- The Harmonix Set: Beats, Downbeats, and Structural Annotations for Pop Music☆161Updated 7 months ago
- ☆120Updated 4 years ago
- Encoder/decoder converts GuitarPro songs to/from a token-sequence format for generative language models like GPT2, TransformerXL, etc.☆119Updated 2 years ago
- efficient neural audio synthesis in the waveform domain☆185Updated 3 years ago
- Differentiable FM Synthesis of Musical Instrument Sounds☆130Updated 2 years ago
- Collection of papers related to neural nets/machine learning for audio DSP.☆130Updated last year
- python notebooks used in the MIR course of the SMC Master of the MTG-UPF☆60Updated 2 years ago
- Companion code for ISMIR 2017 paper "Deep Salience Representations for $F_0$ Estimation in Polyphonic Music"☆83Updated 4 years ago
- Resources for the Generative Music AI Course on The Sound of AI YouTube channel.☆148Updated 11 months ago
- Efficient neural networks for analog audio effect modeling☆150Updated 2 years ago
- Multi-purpose tool for sound design and music production implemented in TensorFlow.☆172Updated last year
- Python library for working with Music Information Retrieval datasets☆362Updated this week
- Reverb synthesis via a spectral autoencoder☆79Updated 2 years ago
- Variational Autoencoder in the mel-spectrogram domain for one-shot audio synthesis☆129Updated 2 years ago
- Generative timbre spaces by perceptually regularizing variational auto-encoders☆58Updated 4 years ago
- museval - source separation evaluation tools for python☆202Updated 4 months ago
- A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.☆329Updated this week
- β-VAE for intelligent control of a five band parametric EQ☆67Updated last year
- ☆60Updated last year