timbre_painting
ALAE
| timbre_painting | ALAE | |
|---|---|---|
| 1 | 1 | |
| 77 | 3,494 | |
| - | - | |
| 3.0 | 0.0 | |
| 10 months ago | over 3 years ago | |
| Python | Python | |
| - | - |
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timbre_painting
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[D] Is it possible to create an AI that learns to make mashups of songs?
Another interesting technology that came up last year is Differential Digital Signal Processing and the things you can do with it. Basically, the authors implemented a library of synthesizers in tensorflow and used those to train an autoencoder on monophonic audio, such that the waveform gets encoded into timbre, melody and loudness, which can be decoded to synthesizer control sequences, which then again sound like the original waveform. This (timbre, melody, loudness) is a pretty useful abstraction that has also been used by other work, but so far it only works for monophonic audio.
ALAE
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[D] How do I make a model which takes a bedroom image as input give an output of different design of bedroom related to input image?
source link: https://github.com/podgorskiy/ALAE
What are some alternatives?
matchering - 🎚️ Open Source Audio Matching and Mastering
jukebox - Code for the paper "Jukebox: A Generative Model for Music"
dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
lightweight-gan - Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
denoising-diffusion-pytorch - Implementation of Denoising Diffusion Probabilistic Model in Pytorch
torch-metrics - Metrics for model evaluation in pytorch
checkface - Putting a face to a hash
stylegan3-editing - Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433
stargan-v2 - StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
aitg - plug and play many transformers models for http api or command line!