Voice recognition systems leverage Natural Language Processing (NLP) to convert spoken language into written text. NLP techniques are employed to process and interpret the acoustic signals received from the user's voice, transforming them into meaningful words and sentences. These systems use speech recognition algorithms combined with language models to understand and transcribe spoken language accurately. By incorporating NLP, voice recognition systems enable hands-free control, voice search, transcription services, and voice-activated virtual assistants.