OpenVoice is a versatile instant voice cloning approach that can replicate a speaker's voice and generate speech in multiple languages with granular control over voice styles. It achieves zero-shot cross-lingual voice cloning and is computationally efficient. The technical report and source code are available online. OpenVoice can accurately clone the reference tone color and generate speech in multiple languages and accents.