Google DeepMind integrated Lyria 3.5 into Flow Music to improve vocal quality and lyrical coherence. The model offers precise creative controls for adjusting musicality and structure. These updates reduce the common sonic artifacts found in earlier versions. Producers can now iterate on specific song sections without regenerating the entire track.