{"repo":"CorentinJ/Real-Time-Voice-Cloning","free":true,"listed":false,"github":"https://github.com/CorentinJ/Real-Time-Voice-Cloning","clone":"git clone https://github.com/CorentinJ/Real-Time-Voice-Cloning.git","description":"Clone a voice in 5 seconds to generate arbitrary speech in real-time","language":"Python","stars":60089,"topics":["deep-learning","pytorch","tensorflow","tts","voice-cloning","python"],"license":null,"category":"machine-learning","readme_excerpt":"Real-Time Voice Cloning This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder that works in real-time. This was my master's thesis. SV2TTS is a deep learning framework in three stages. In the first stage, one creates a digital representation of a voice from a few seconds of audio. In the second and third stages, this representation is used as reference to generate speech given arbitrary text. Video demonstration (click the picture): Papers implemented URL Designation Title Implementation source ------------------------------------------------------ ---------------------- ---------------------------------------------------------------------------------------- ------------------------------------------------------- 1806.04558 SV2TTS Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis This repo 1802.08435 WaveRNN (vocoder) Efficient Neural Audio Synthesis fatchord/WaveRNN 1703.10135 Tacotron (synthesizer) Tacotron: Towards End-to-End Speech Synthesis fatchord/WaveRNN 1710.10467 GE2E (encoder) Generalized End-To-End Loss for Speaker Verification This repo Heads up Like everything else in Deep Learning, this repo has quickly gotten old. Many SaaS apps (often paying) will give you a better audio quality than this repository will. If you wish for an open-source solution with a high voice quality: - Check out paperswithcode for other repositories and recent ","default_branch":null,"files":null,"tree":[],"storefront":"/r/CorentinJ","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/CorentinJ/Real-Time-Voice-Cloning/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}