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.
Tutorials
Browse guided tutorials on NLP, Machine Learning, AI, Deep Learning, coding, and related topics.
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.
Auto-Tweet Your Words Using Speech Recognition in Python
We say the funniest things when no one is listening. But what if someone did, all the time? In this article, we will learn how to make an app that will listen to you all the time and Tweet the funniest, smartest or most relatable things you say out loud.
How To Convert Voice To Text Using JavaScript
This article shows how Real-Time Speech Recognition from a microphone recording can be integrated into your JavaScript application in only a few lines of code.
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!
How to Build a Python Project that Summarizes Your Lectures
Learn how to build a Python app that lets you study faster by automatically summarizing lectures!
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.
Backpropagation For Neural Networks Explained
In this Deep Learning tutorial, we learn about the Backpropagation algorithm for neural networks.
Jupyter Notebooks Tips and Tricks
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.
Introduction to Variational Autoencoders Using Keras
The complete guide to understanding and implementing Variational Autoencoders with Keras
What is GPT-3 and How Does It Work?
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.
Getting Started With Torchaudio
In this PyTorch tutorial, we learn how to get started with Torchaudio and work with audio data.
Auto Chapters in Action - Build a Web App that Automatically Summarizes Podcasts
In this video, we learn to build a streamlit app to summarize podcast episodes with the AssemblyAI Speech-to-Text API.
Sentiment Analysis in Action - Earnings Calls
In this video, we make a web app that does Sentiment Analysis on earnings calls of companies using the AssemblyAI Speech-to-Text API.
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.
Quick Automatic Chapter Detection
In this tutorial, you will learn how to do automatic chapter detection using the AssemblyAI API in an easy-to-follow tutorial.
Add Speech Recognition to Applications in 5 Minutes
In this video, we show you how you can integrate AssemblyAI into an application in just 5 minutes!
Real-time Speech Recognition with AssemblyAI
Thanks to AssemblyAI’s real-time Speech-to-Text, it is very simple to set up a python script to perform real-time Speech Recognition.
Batch Normalization for Neural Networks - How it Works
In this video, we will learn about Batch Normalization. Batch Normalization is a secret weapon that has the power to solve many problems at once. It is a great tool to deal with the unstable gradients problem, helps deal with overfitting, and might even make your models train faster.
How to Make a Web App that Transcribes YouTube Videos with Streamlit
Let's build an interactive web app that can transcribe YouTube videos in minutes! Streamlit is a great Python library that makes web development a piece of cake. And on top of Streamlit's powerful framework we will plug in Assembly AI's easy-to-use API to quickly upload and transcribe audio files.
DeepSpeech for Dummies - A Tutorial and Overview
What is DeepSpeech and how does it work? This post shows basic examples of how to use DeepSpeech for asynchronous and real time transcription.
How Well Does AI Transcribe Song Lyrics?
Since the industry wide adoption of deep learning technology, the ability of AI to recognize speech has dramatically increased. Today, AI transcription technology is on the same level of accuracy as human transcription. At least, that’s the case with human speech. We were curious how well AI can recognize
How to Convert an MP3 File to Text with an API
Recent advances in deep learning technology have made speech recognition available to developers at large. Here, we go over how to convert an MP3 file to text with AssemblyAI's Speech-to-Text API.
The State of Python Speech Recognition in 2021
A complete tutorial on speech recognition with Python. Compare results from popular libraries like wav2letter, SpeechRecognition, and DeepSpeech, as well as popular cloud APIs.