ddsp
Audio processor library
A library of differentiable audio signal processing functions that can be used in machine learning models
DDSP: Differentiable Digital Signal Processing
3k stars
65 watching
337 forks
Language: Python
last commit: about 2 months ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
nvidia/dataset_synthesizer | Generates synthetic images and associated data for training deep learning models | 573 |
magenta/magenta | A research project using machine learning to generate music and art with the goal of creating tools for artists and musicians to extend their creative processes. | 19,175 |
mtg/deepconvsep | A framework for training deep neural networks to separate music sources from audio files. | 472 |
theraphonics/common-tones | A Common Lisp sound synthesis library with improved threading and build processes | 11 |
danilobellini/audiolazy | A package for expressive digital signal processing in Python that enables lazy evaluation and efficient object representation. | 691 |
deepsound-project/samplernn-pytorch | An implementation of an audio generation model using PyTorch | 288 |
libaudioflux/audioflux | A deep learning tool library for extracting features from audio signals. | 2,915 |
michaelwillis/dragonfly-reverb | A collection of audio effects for reverb processing | 915 |
lucidrains/musiclm-pytorch | Implementation of Google's MusicLM model for music generation using attention networks and text-conditioning. | 3,166 |
nvidia/waveglow | Generates high-quality speech from mel-spectrograms using a flow-based network architecture | 2,285 |
mudcube/midi.js | A library to program synesthesia into web-based MIDI applications | 3,815 |
belangeo/pyo | A Python module providing a wide range of signal processing primitives and tools for creating complex audio manipulations. | 1,322 |
kinwaicheuk/nnaudio | An audio processing toolkit using PyTorch convolutional neural networks to generate spectrograms from raw audio data | 1,032 |
matlab-deep-learning/deepspeech | Enables speech-to-text transcription using a pre-trained Deep Speech model in MATLAB. | 7 |
l0sg/seqgan-music | Generates polyphonic music sequences using deep learning models and adversarial training | 28 |