Four Powers of Generative AI
This overview categorizes various AI models for text-based generation according to the type of media they produce. It distinguishes four primary categories, starting with Text-to-Text Models that process and transform written language for uses like translation and summarization, listing popular examples such as T5 and BART. The document then outlines Text-to-Speech (TTS) Models, which convert text into audible human speech for applications like voice assistants and audiobooks, citing models like WaveNet and VALL-E. Finally, it addresses generative AI that translates language into visual media: Text-to-Image Models (e.g., DALL·E and Stable Diffusion) and Text-to-Video Models (e.g., Sora and Runway Gen-2), highlighting their utility in creative design, content creation, and animation
#TextBasedAI #AIModels #TextToText #TextToSpeech #TextToImage #TextToVideo #GenerativeAI #AIGeneration #MachineLearningModels #DeepLearningAI #AIAudio #AIVisuals #AIContentCreation #AIDesignTools #FutureOfAI #TechInnovation #AIEducation #AITools #CreativeAI #DigitalCreation
source