# Voice tone cloning with OpenVoice and OpenVINO

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[OpenVoice](https://github.com/myshell-ai/OpenVoice) a versatile instant voice tone transferring and generating speech in various languages with just a brief audio snippet from the source speaker. OpenVoice represents has three main features: (i) high quality tone color replication with multiple languages and accents; (ii) it provides fine-tuned control over voice styles, including emotions, accents, as well as other parameters such as rhythm, pauses, and intonation. (iii) OpenVoice achieves zero-shot cross-lingual voice cloning, eliminating the need for the generated speech and the reference speech to be part of a massive-speaker multilingual training dataset

More details about model can be found in [project web page](https://research.myshell.ai/open-voice), [paper](https://arxiv.org/abs/2312.01479), and official [repository](https://github.com/myshell-ai/OpenVoice)

In this tutorial we will explore how to convert and run OpenVoice using OpenVINO.

## Notebook Contents

This notebook demonstrates voice tone cloning with [OpenVoice](https://github.com/myshell-ai/OpenVoice) in OpenVINO.

The tutorial consists of following steps:
- Install prerequisites
- Load PyTorch model
- Convert Model to Openvino Intermediate Representation format
- Run OpenVINO model inference on a single example
- Launch interactive demo

## Installation Instructions

This is a self-contained example that relies solely on its own code.</br>
We recommend  running the notebook in a virtual environment. You only need a Jupyter server to start.
For details, please refer to [Installation Guide](../../README.md).