LibreASR is an on-premises speech recognition system that performs real-time streaming audio-to-text transcription. It is built using PyTorch and the fastai library, implementing RNN-Transducer architecture for the underlying deep learning models. The system is designed to run locally without cloud dependencies, making it suitable for privacy-sensitive applications.