Google DeepMind integrated Lyria 3.5 into Flow Music to improve vocal quality and lyrical coherence. The model offers precise creative controls for tempo and instrumentation. These updates reduce common audio artifacts found in earlier versions. Musicians can now generate high-fidelity tracks with more reliable structural consistency and better rhythmic timing.