Diart provides tools to build real-time audio applications that leverage deep learning for speaker recognition, voice activity detection, and transcription. It supports streaming audio processing with speaker embedding models and pipelines that can identify when different speakers are talking. The package is published in the Journal of Open Source Software and supports Python 3.10-3.12.