DiffRhythm is a cutting-edge AI music generator that synthesizes full-length songs (up to 4m45s) with synchronized vocals and instrumentals in 10 seconds using latent diffusion technology.
Features
Full-song generation
Generates full-length songs (up to 4m45s) in just 10 seconds, producing synchronized vocals and instrumentals using latent diffusion technology.
Latent diffusion architecture
Utilizes a Variational Autoencoder (VAE) and Diffusion Transformer (DiT) to compress raw audio into a compact latent space and process text-based style prompts for studio-quality output.
Vocal-instrumental synchronization
Employs sentence-level alignment to map lyrics to melodic contours, achieving coherent audio output by resolving the "one-syllable-to-one-note" limitation.
Multilingual lyric handling
Maps phonetic patterns across multiple languages including English, Mandarin, and Korean, allowing for cross-lingual adaptability in music generation.
MP3 artifact robustness
Trained on MP3-distorted samples, the system robustly handles compression artifacts and maintains high audio fidelity.
AI Music Generation
Allows users to create music using AI-powered tools, generating audio files and lyrics based on user inputs and preferences.
Personalized Recommendations
Customizes music style recommendations and interface settings based on user history to enhance the user experience.
Advanced Data Security
Employs AES-256 encryption for securing audio files and user data, ensuring privacy and protection of user information.
Real-time Music Processing
Utilizes secure AWS servers to process audio files in real-time, ensuring efficient music generation and delivery.