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Hedi ZEKRI authored and Hedi ZEKRI committed Nov 21, 2023
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### Bark-RVC Integration Pipeline
# Bark-RVC Integration Pipeline
## Project Overview

The Bark-RVC Integration Pipeline is an innovative tool designed to seamlessly merge the capabilities of two cutting-edge projects: Bark and RVC. This pipeline aims to revolutionize the field of voice cloning and text-to-speech (TTS) technology, especially for the French language.

# Bark: A Multilingual Text-to-Audio Model
### Bark: A Multilingual Text-to-Audio Model

Bark, developed by Suno, is a transformer-based model capable of generating highly realistic, multilingual speech, along with other audio forms such as music, background noise, and sound effects. It excels in producing natural-sounding text-to-speech outputs, including nonverbal communications like laughter and sighs. Bark's strength lies in its versatility and the realistic quality of the audio it generates.

# RVC: Enhancing Voice Cloning
### RVC: Enhancing Voice Cloning

RVC (Realistic Voice Cloning) works to enhance the naturalness of cloned voices. By taking an audio file generated from a TTS tool, RVC applies trained model weights to produce a voice that closely represents the original speaker's characteristics. This process elevates the authenticity of the voice cloning experience.

# Project Genesis
### Project Genesis

This project is inspired by JarodMica's "rvc-tts-pipeline", which originally used "Tortoise" as the TTS tool. However, Tortoise's limitations in handling the French language led to the integration of Bark. Bark's superior performance with French and its advanced text-to-audio capabilities make it an ideal replacement, ensuring high-quality TTS output in French.

# Objectives
### Objectives

Our goal is to provide a robust, efficient pipeline that combines the strengths of Bark's multilingual TTS capabilities with RVC's voice cloning technology. This integration is particularly geared towards enhancing French language TTS, addressing a significant gap in the current technology landscape.
Usage and Disclaimer
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