Kyle Kastner (kastnerkyle)

kastnerkyle

Geek Repo

Company:Mila

Location:Montreal, CA

Home Page:http://kastnerkyle.github.io

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Organizations
scikit-learn

Kyle Kastner's repositories

raw_voice_cleanup

Examples of cleaning up raw voices

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hmm_tts_build

a direct repository for building and using a "simple" tts

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ai-generated-pokemon-rudalle

Python script to preprocess images of all Pokémon to finetune ruDALL-E

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charsiu

Charsiu: A neural phonetic aligner.

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DALL-E

PyTorch package for the discrete VAE used for DALL·E.

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deep-image-prior

Image restoration with neural networks but without learning.

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descent

Toy library for neural networks in Rust using Vulkan compute shaders

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DiffSinger

DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

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esgd

ESGD-M is a stochastic non-convex second order optimizer, suitable for training deep learning models, for PyTorch.

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glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

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IIRNet

Direct design of biquad filter cascades with deep learning by sampling random polynomials.

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mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

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ndr

The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".

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Neural-HMM

Neural HMMs are all you need (for high-quality attention-free TTS)

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simple-equivariant-gnn

A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks

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Star-DGT

Code for application of star-DGT in Compressed Sensing and Speech Denoising

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taming-transformers

Taming Transformers for High-Resolution Image Synthesis

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umss

Unsupervised Audio Source Separation Using Differentiable Parametric Source Models

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v-diffusion-pytorch

v objective diffusion inference code for PyTorch.

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variable-length-piano-expansion

The official implementation of Variable-Length Piano Infilling (VLI).

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VQ-Diffusion

Official implementation of VQ-Diffusion

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