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1. tensorflow2-generative-models tensorflow2-generative-models Public

   Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.

   Jupyter Notebook 996 187

2. GAIA GAIA Public

   Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better l…

   Jupyter Notebook 77 19

3. noisereduce noisereduce Public

   Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)

   Jupyter Notebook 1.5k 231

4. Tensorflow-MultiGPU-VAE-GAN Tensorflow-MultiGPU-VAE-GAN Public

   A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.

   Jupyter Notebook 442 96

5. ParametricUMAP_paper ParametricUMAP_paper Public

   Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised lear…

   Jupyter Notebook 149 15

6. avgn_paper avgn_paper Public

   Latent and generative models of animal vocalizations for songbirds, mice, primates, humans, cetaceans, etc.

   Jupyter Notebook 42 14