Voice recognition systems utilize machine learning algorithms and natural language processing (NLP) to convert spoken words into text. These systems can be integrated into electronic health records (EHRs), allowing nurses to update patient charts, create notes, and access information hands-free. The technology often includes speech-to-text engines and specialized software to ensure accuracy and efficiency.