Ddsp Alternatives

Similar projects and alternatives to ddsp

pedalboard

24 4,827 8.3 C++ ddsp VS pedalboard

🎛 🔊 A Python library for audio.
Kornia

11 9,364 9.4 Python ddsp VS Kornia

Geometric Computer Vision Library for Spatial AI
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RaveForce

6 196 0.0 Python ddsp VS RaveForce

RaveForce - An OpenAI Gym style toolkit for music generation experiments.
awesome-python-scientific-audio

2 1,507 2.2 ddsp VS awesome-python-scientific-audio

Curated list of python software and packages related to scientific research in audio

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better ddsp alternative or higher similarity.

Suggest an alternative to ddsp

ddsp reviews and mentions

Posts with mentions or reviews of ddsp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-20.

Making Synthesized Sounds More Acoustic
2 projects | news.ycombinator.com | 20 Dec 2023

You can actually use thousands of oscillators, which is what Magenta did with their differentiable DSP (DDSP) approach to modeling acoustic instruments including singing:
https://magenta.tensorflow.org/ddsp-vst
https://magenta.tensorflow.org/ddsp
I doesn't sound realistic but it is expressive in an unusual way.
I need to learn audio processing in Python.
3 projects | /r/learnmachinelearning | 1 Sep 2022

Have you checked out DDSP from magenta? I’m not sure what kind of learning you are trying to implement but they provide a lot of standard signal processing components that are differentiable so you can use them as part of a neural net. There are a handful of collabs that serve as interactive tutorials and the documentation is not bad, I did my bachelors thesis on the topic so I got quite stuck into this for a while
Kornia: Differential Computer Vision
2 projects | news.ycombinator.com | 9 May 2022

In case you're asking about the parent comment (s/Differential/Differentiable), it means the title should be "differentiable CV" (instead of "differential CV").
"Differentiable" describes some computation for which derivatives can be computed. "Differential" is a more general term which means that something has to do with differences, e.g. differential equations deal with equations that specify how things change together.
With the recent surge in deep learning came significant improvements in optimization techniques and hardware, making it feasible to formulate some computations in a differentiable manner. Doing that allows one to optimize the computation process relatively efficiently, at least in theory. Some other examples: differentiable programming[0] (other differentiable techniques are a subset of this), differentiable rendering[1], differentiable signal processing[2].
[0] https://en.wikipedia.org/wiki/Differentiable_programming
[1] https://arxiv.org/abs/2006.12057
[2] https://github.com/magenta/ddsp
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