How Imagen Actually Works
Given a brief description of a scene, Imagen can generate photorealistic, high-resolution images of the scene. Learn everything you need to know about Imagen and how it works in this easy-to-follow guide.
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Ryan O'Connor
Getting Started with ESPnet
ESPnet is the premier end-to-end, open-source speech processing toolkit. This easy-to-follow guide will help you get started using ESPnet for Speech Recognition.
Introduction to Diffusion Models for Machine Learning
The meteoric rise of Diffusion Models is one of the biggest developments in Machine Learning in the past several years. Learn everything you need to know about Diffusion Models in this easy-to-follow guide.
AssemblyAI and Python in 5 Minutes
Learn how to perform Automatic Speech Recognition in 5 minutes using Python and the AssemblyAI Speech-to-Text API with this simple tutorial.
How DALL-E 2 Actually Works
How does OpenAI's groundbreaking DALL-E 2 model actually work? Check out this detailed guide to learn the ins and outs of DALL-E 2.
MediaPipe for Dummies
With just a few lines of code, MediaPipe allows you to incorporate State-of-the-Art Machine Learning capabilities into your applications. Learn about MediaPipe and how to use its simple APIs in this beginner's guide.
A Beginner's Guide to TorchStudio, The PyTorch IDE
Learn how to build, train, and compare models with TorchStudio - the IDE built specifically for PyTorch.
Transcribe Audio Files in an S3 Bucket with AssemblyAI
Learn how to transcribe audio files stored in an AWS S3 bucket with AssemblyAI in 3 simple steps.
Kaldi Install for Dummies
A step-by-step Kaldi install tutorial so you can get up and running on your NLP projects as soon as possible.
Differentiable Programming - A Simple Introduction
What is Differentiable Programming, and how is it different from Deep Learning? Check out this introduction to learn everything you need to know!
Why You Should (or Shouldn't) be Using Google's JAX in 2022
Should you be using JAX in 2022? Check out our recommendations on using JAX for Deep Learning and more!
Transcribe Twilio Phone Calls in Real-Time with AssemblyAI
Learn how to use AssemblyAI's Speech-to-Text API to get accurate transcriptions during a Twilio call
Kaldi Speech Recognition for Beginners - A Simple Tutorial
Want to learn how to use Kaldi for Speech Recognition? Check out this simple tutorial to start transcribing audio in minutes.
Introduction to Variational Autoencoders Using Keras
The complete guide to understanding and implementing Variational Autoencoders with Keras
PyTorch vs TensorFlow in 2022
Should you use PyTorch vs TensorFlow in 2022? This guide walks through the major pros and cons of PyTorch vs TensorFlow, and how you can pick the right framework.
PyTorch Lightning for Dummies - A Tutorial and Overview
The ultimate PyTorch Lightning tutorial. Learn how it compares with vanilla PyTorch, and how to build and train models with PyTorch Lightning.