Player creation system (PCS) / Mohammad Aws Alsis ; Yahya Haffar ; Basel Abou Jaib ; MHD Rasem Maa Albared
Publication year: 2021
ISBN: CCE00017
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Human simulation in a virtual environment has been the focus of many studies in recent years. Achieving such a task would open up limitless possibilities, it can, for example, benefit many aspects of life such as educational and medical purposes. This project aims to train Artificial Intelligence (AI) models to accurately synthesize a human’s voice, reconstruct their body and facial features as well as teaching an AI agent how to walk. This report documents the aspects. regarding the voice cloning aspect, our goal is to synthesize human’s voice using a short audio recording of that human, which is achieved through a pipeline consisting of three neural networks, voice encoder neural network, synthesis neural network, vocoder neural network.
Subject: Computer Sceince, Voice encoder neural network, Synthesis neural network, Vocoder neural network, Multi-level pixel-aligned implicit function, Pixel-aligned implicit function, Proximal policy optimization, Deep reinforcement learning
