Browse guided tutorials on NLP, Machine Learning, AI, Deep Learning, coding, and related topics.
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.
Build an AI application that can answer questions about podcast episodes using Rivet's AI IDE and AssemblyAI's Rivet plugin for audio transcription and LeMUR.
In this tutorial, we'll learn how to get Zoom transcripts using the Zoom API using Python.
Learn how to perform Automatic Speech Recognition in 5 minutes using Python and the AssemblyAI Speech-to-Text API with this simple tutorial.
Learn how to incorporate audio files into LangChain and build an LLM app on top of spoken data in this step-by-step tutorial.
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.
Learn how to apply LLMs to spoken audio with AssemblyAI's new integration for LangChain.js, using TypeScript and Node.js.
Learn how to perform automatic summarization with Python using LLMs in this easy-to-follow tutorial.
Learn how to transcribe audio and video files into text that contains punctuation, casing and formatting using the AssemblyAI Python SDK.
In this tutorial, we'll build a completely free-to-use web app that allows you to generate images with Stable Diffusion (on GPU) in seconds.
Learn how to generate and inpaint images with Stable Diffusion in Keras, and how XLA can boost Stable Diffusion's inference speed, in this easy-to-follow guide.
Poisson Flow Generative Models (PFGMs) are a new type of generative Deep Learning model, taking inspiration from physics much like Diffusion Models. Learn the theory behind PFGMs and how to generate images with them in this easy-to-follow guide.
OpenAI's Whisper model can perform Speech Recognition on a wide selection of languages. We'll learn how to run Whisper before checking out a performance analysis in this simple guide.
Gradio allows you to easily create shareable apps using only Python. Learn how to build a dashboard for Audio Intelligence Analysis in this easy-to-follow tutorial.
Learn how to automatically transcribe a Zoom meeting in real-time with this simple tutorial.
Stable Diffusion is a text-to-image model with recently-released open-sourced weights. Learn how to generate an image of a scene given only a description of it in this simple tutorial.
Text-to-Image models have made great strides this year, from DALL-E 2 to the more recent Imagen model. In this tutorial learn how to build a minimal Imagen implementation - MinImagen.
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.
Learn how to build a JavaScript Audio Transcript application using Node.js and the AssemblyAI JavaScript SDK with this step-by-step beginner's guide.
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.
Learn how to build a simple JavaScript Text-to-Speech application using JavaScript's Web Speech API in this step-by-step beginner's guide.
Learn how to create a simple React Text-to-Speech application with this step-by-step beginner's guide.
Learn how to build, train, and compare models with TorchStudio - the IDE built specifically for PyTorch.
Let's build a web app that receives the audio recording of a meeting and automatically generates meeting notes using AssemblyAI's Speech-to-Text API.
Learn how to build a React Speech Recognition app that transcribes your voice using the AssemblyAI API.