Example Concept: AI audio tools use noise reduction algorithms to identify and suppress background sounds while preserving the vocal frequencies. Techniques such as spectral gating, voice isolation, and adaptive filtering are commonly employed to enhance the clarity of vocal tracks. These processes analyze the audio spectrum to differentiate between noise and the desired vocal signal, applying filters that minimize unwanted sounds.