The best AI Tools for 2025

DiffRhythm

Open Source

DiffRhythm is a latent diffusion-based song generation model that synthesizes complete songs with both vocal and accompaniment for durations of up to 4m45s in just ten seconds. It is designed to be simple and elegant, eliminating the need for complex data preparation and requiring only lyrics and a style prompt during inference. Its non-autoregressive structure ensures fast inference speeds, making it scalable and efficient for music generation.

InfiniteYou

Open Source

InfiniteYou is a robust framework that utilizes Diffusion Transformers (DiTs) to generate identity-preserved images with high fidelity. It addresses challenges such as identity similarity, text-image alignment, and overall image quality. The core component, InfuseNet, enhances identity features while maintaining generation capabilities. A multi-stage training strategy improves alignment and quality, making it a state-of-the-art solution in image generation.