58 подписчиков
5 видео
Diffusion From Scratch in PyTorch: Unconditional Image Generation
Intro To AutoEncoders: Compression is Everything!
UNET From Scratch: Exploring Semantic Segmentation
HifiGAN From Scratch: Building a Neural Vocoder for Speech Synthesis
Intro to Audio Processing for Deep Learning
Introduction to PyTorch: A Somewhat Exhaustive Look at the Foundations for Deep Learning
Prepping Data for Neural Machine Translation
Build your own Voice Generator w/ Tacotron 2: Text-To-Speech (TTS) From Scratch
Gumbel Softmax Quantization: Differentiable Discrete Sampling
MyTorch Part 1: Running GPU Ops on Numpy
PyTorch Datasets: Loading Images and Text for Training
The Autogradless Transformer: Training a GPT2 Model With Nothing but Numpy!
Variational AutoEncoders (VAE) Implementation
Automatic Speech Recognition (ASR) From Scratch w/ DeepSpeech2
