Machine Heart

Oct 21, 2026 · Artificial Intelligence

RVCBench at NeurIPS 2026: Benchmarking 18 Voice Cloning Models for Real-World Robustness

RVCBench introduces a comprehensive benchmark evaluating 18 voice cloning models across 18 robustness tests covering input shifts, generation challenges, output distortions, and adversarial audio perturbations, revealing that clean-condition performance does not predict real-world reliability and that model architecture matters more than size.