How we built our AI Lakehouse
Learn how we built our AI data Lakehouse to allow for rapid research iteration while maintaining cohesive, secure, and deduplicated datasets.
Ryan O'Connor
Senior Developer Educator
How to use Google's Speech-to-Text API to transcribe audio in Python
Learn how to set up a Google Cloud project to transcribe both local and remote audio files using Google's Speech-to-Text API and Python
How to build a free Whisper API with GPU backend
Learn how to make a free, GPU-powered Whisper API for transcribing audio files
How to perform Speaker Diarization in Python
Learn how to use Python to perform speaker diarization on audio and video files to identify "who said what when"
Speaker diarization vs speaker recognition - what's the difference?
Learn the differences between speaker diarization and speaker recognition, as well as speaker verification and speaker identification in audio analysis
Florence-2: How it works and how to use it
Microsoft's Florence-2 is a foundational image model that can perform almost every common task in computer vision. Learn how Florence-2 works and how to use it in this guide.
Speaker diarization improvements: new languages, increased accuracy
Announcing several improvements to our Speaker Diarization service, yielding a more accurate model that's available in more languages.
Content moderation on audio files with Python
Modern AI models make it easy to automatically detect the presence of sensitive topics in speech data. Learn how to perform configurable content moderation with Python in this tutorial.
Filter profanity from audio files using Python
Learn how to filter profanity out of audio and video files with fewer than 10 lines of code in this tutorial
Automatically redact PII from audio and video with Python
In this tutorial, we’ll learn how to automatically redact Personal Identifiable Information (PII) from audio and video files in 5 minutes using Python and AssemblyAI.
Transcribe a phone call in real-time using Python with AssemblyAI and Twilio
Learn how to transcribe a phone call in real-time using Python, AssemblyAI, ngrok, and Twilio
Lower latency, lower cost, more possibilities
We’re excited to introduce major improvements to our API’s inference latency, with the majority of audio files now completing in well under 45 seconds regardless of audio duration.
Extract phone call insights with LLMs in Python
Learn how to automatically extract insights from customer calls with Large Language Models (LLMs) and Python.
Automatically determine video sections with AI using Python
In this tutorial, we will learn how to automatically determine video sections, how to generate section titles with LLMs, and how to format the information for YouTube chapters.
Real-time transcription in Python
Learn how to perform real-time transcription on audio streams using Python in this 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.
Retrieval Augmented Generation on audio data with LangChain and Chroma
Retrieval Augmented Generation (RAG) allows you to add relevant documents as context when querying LLMs. Learn how to perform RAG on audio data using LangChain and Chroma in this tutorial.
How to get Zoom Transcripts with the Zoom API
In this tutorial, we'll learn how to get Zoom transcripts using the Zoom API using Python.
Convert Speech to Text in 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 to build an interactive lecture summarization app
In this tutorial, we’ll learn how to build an application that automatically summarizes a lecture and lets you ask questions about the lecture material.
RLHF vs RLAIF for language model alignment
RLHF is the key method used to train AI assistants like ChatGPT, but it has strong limitations and can produce harmful outputs. RLAIF improves upon RLHF by using AI feedback. Learn the differences between the two methods and what these differences mean in practice in this guide.
Automatic summarization with LLMs in Python
Learn how to perform automatic summarization with Python using LLMs in this easy-to-follow tutorial.
How Reinforcement Learning from AI Feedback works
Reinforcement Learning from AI Feedback (RLAIF) is a supervision technique that uses a "constitution" to make AI assistants like ChatGPT safer. Learn everything you need to know about RLAIF in this guide.
How to evaluate Speech Recognition models
Speech Recognition models are key in extracting useful information from audio data. Learn how to properly evaluate speech recognition models in this easy-to-follow guide.
Introduction to Large Language Models for Generative AI
Generative AI language models like ChatGPT are changing the way humans and AI interact and work together, but how do these models actually work? Learn everything you need to know about modern Generative AI for language in this simple guide.