VoiceCraft is a generative speech model that performs zero-shot text-to-speech and speech editing using only a few seconds of reference audio. It uses a neural codec language model with token infilling to achieve state-of-the-art performance on diverse audio sources including audiobooks, internet videos, and podcasts. The repository provides multiple inference options including Gradio UI, Google Colab notebooks, Docker, and command-line scripts for integration.