Audio quality is one of the most important, if not THE most important factor in creating video or audio content. One of the big annoyances for content creators is setting up a super quiet recording studio with great room acoustics. …

Not going to lie, Microsoft has been doing some good things in the software development community. I love coding in Visual Studio Code and ONNX has been great if you want to optimize your deep learning models for production. WSL2 allowing you to have access to an entire Linux Kernel…

I’m a machine learning engineer that’s part of an AI speech recognition startup. Now there are tons of different job descriptions for a machine learning engineer, so let’s define what I do. I’m a part of the deep learning team in our smalls startup organization. To emphasize how small we…

Deep learning requires a ton of compute, so to effectively train deep learning models most people use the cloud like AWS or train on their own hardware that they’ve purchased. I decided to build my own machine because I was spending a lot of money in the cloud and wanted…

Transformers are taking the natural language processing world by storm. These incredible models are breaking multiple NLP records and pushing the state of the art. They are used in many applications like machine language translation, conversational chatbots, and even to power better search engines. Transformers are the rage in deep…

Artificial Intelligence has been the center of media hype. Promises of self-driving cars, virtual assistants, and autonomy are pushed every day in headlines across the globe. Some of these headlines are legit and have real near-term possibilities, like self-driving cars. …

Stop installing Tensorflow using pip! Use conda instead. If you don’t know what conda is, it’s an open source package and environment management system that runs cross-platform. So it works on Mac, Windows, and Linux. …

Artificial Intelligence has been the center of media hype. Promises of self-driving cars, virtual assistants, and autonomy are pushed every day in headlines across the globe. Some of these headlines are legit and have real near-term possibilities, like self-driving cars. …

Hi and welcome to an Illustrated Guide to Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU). I’m Michael, and I’m a Machine Learning Engineer in the AI voice assistant space. In this post, we’ll start with the intuition behind LSTM ’s and GRU’s. Then I’ll explain the internal mechanisms…