{"repo":"googleforgames/clean-chat","free":true,"listed":false,"github":"https://github.com/googleforgames/clean-chat","clone":"git clone https://github.com/googleforgames/clean-chat.git","description":"Disruptive Behavior Mitigation Framework for Games","language":"Python","stars":54,"topics":["python","multiplayer","game-development","machine-learning","machine-learning-games"],"license":"Apache-2.0","category":"game-templates","readme_excerpt":"OSS Framework for Detecting Toxic Speech in Games Table of Contents Project Overview Reference Architecture Getting Started Prerequisites Installation Usage Roadmap Contributing License Contact References Project Overview Clean Chat is an open source solution to eliminate or mitigate toxic behavior in online multiplayer video games, with the goals of making games more enjoyable and inclusive for all. In large open multiplayer games, toxicity is rampant. Clean Chat provides the ability to proactively detect toxicity in voice and text chat, and provides scores to game moderation services or player support personnel. The project provides a globally scalable framework for training, deploying, and maintaining low-latency anti-toxicity models. . The framework comes pre-packaged with several machine learning 'base models' that allow you to train, or fine tune, the models to detect toxic speech in the vernacular of your game's players. What Clean Chat Is Not Clean Chat is not a specific model for detecting toxicity. It is a framework where users can train and deploy their own ML model or they can build upon our pre-trained base models. --- Architecture Components: Clean Chat’s design is divided into three main components: - The Scoring Engine: This is the online service that hosts the toxicity detection models, and conducts aggregation of the results. - Game Telemetry Intake: Clean Chat’s means of communicating with Game Servers and handling game telemetry data from them. Note - Clea","default_branch":null,"files":null,"tree":[],"storefront":"/r/googleforgames","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/googleforgames/clean-chat/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."}