Applying CookVoice beyond human voice generation

Investigate whether CookVoice can be extended effectively to broader audio-generation domains, including music, instrumental sound, and general audio generation.

Background

CookVoice is designed primarily for speech and singing-voice generation. The paper identifies broader audio generation—including music, instrumental sound, and general audio generation—as a potential application area, but reports that this applicability has not yet been investigated. Determining whether the framework’s content, prosody, and style decomposition transfers to these domains remains unresolved.

References

Another limitation lies in CookVoice mainly focuses on human voice generation. Its potential applicability to broader audio generation domains, such as music, instrumental sound, and general audio generation, has not yet been investigated.

CookVoice: Unified Framework for Style Controllable Multi-Modal Human Voice Generation  (2608.11590 - Lou et al., 12 Aug 2026) in Section Limitation