In this video, we learn what Recurrent Neural Networks (RNNs) are and how they work.

In this video, we will go through the explanations of both bias and variance and how to address the issues created by high bias and high variance.

In this video, we have a look at the best free Speech-to-Text software and APIs and also at the top open source libraries for Speech Recognition!

In our Built with AssemblyAI series, we showcase developer projects, innovative companies, and impressive products created using the AssemblyAI Speech-to-Text transcription API and/or our Audio Intelligence API. Our latest post features Wordcab.

In this Deep Learning tutorial, we learn about the Backpropagation algorithm for neural networks.

In this video, we learn how to use Jupyter notebooks, how to perform basic actions, what each indicator means, and some extra tips and tricks.

The complete guide to understanding and implementing Variational Autoencoders

In our Built with AssemblyAI series, we showcase developer projects, innovative companies, and impressive products created using the AssemblyAI Speech-to-Text transcription API and/or our Audio Intelligence APIs.

In this video, we will learn why GPT-3 is so unique and how it manages to help bring in a new wave of excitement for AI.

In this PyTorch tutorial, we learn how to get started with Torchaudio and work with audio data.

The end of 2021 is almost upon us - and it’s been a good one here at AssemblyAI! Read on for a summary of all that’s happened in 2021 at AssemblyAI.

We are very excited to announce the release of our latest feature, Sentiment Analysis, a much awaited addition to our Speech-to-Text API. In this post, we’ll examine what the Sentiment Analysis feature does, how it works, how to use it, and some of the top use cases.

In this video, we learn to build a streamlit app to summarize podcast episodes with the AssemblyAI Speech-to-Text API.

This week's Deep Learning Paper Review is JUST: Joint Unsupervised and Supervised Training For Multilingual ASR.

AssemblyAI is thrilled to announce two new G2 awards in the Voice Recognition Software category for Winter 2022: Momentum Leader and High Performer!

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.

In this video, we make a web app that does Sentiment Analysis on earnings calls of companies using the AssemblyAI Speech-to-Text API.

In this video, we learn about Activation Functions in Neural Networks.

This week's Deep Learning Paper Review is VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning.

The ultimate PyTorch Lightning tutorial. Learn how it compares with vanilla PyTorch, and how to build and train models with PyTorch Lightning.

In this benchmark report, we compare our new v8 model architecture transcription accuracy between AssemblyAI, Google Cloud Speech-to-Text, and AWS Transcribe on a variety of audio use cases.

We are thrilled to announce the release of our latest feature for our Speech-to-Text API -- Entity Detection! As an introduction to this new feature, we’ll look at what exactly Entity Detection is, how it works, how to use it, and several use cases.

What are Transformers and how do they work? How are they different from other Deep Learning models like RNNs, LSTMs? Explore the answers in this video!

In this tutorial, you will learn how to do automatic chapter detection using the AssemblyAI API in an easy-to-follow tutorial.