Participants 2024
About the TEAM
The Rockbots, is an AI-generated rock band, which leverages state-of-the-art AI models to produce music and visual art. The band utilizes Stable-Audio-Open 1.0 for audio generation and Stable-Diffusion-XL-Base-1.0 for image generation, both deployed on ZeroGPU Spaces by Hugging Face. Developed by Daniel Dominguez, an engineer and machine learning specialist with extensive experience in cloud computing and AI across Silicon Valley startups and Fortune 500 companies.
About the SONG
"Generative Love" by The Rockbots, is an AI-song generated using Stable Audio Open, this track blends technology with rock music for a unique sound. The song is a dynamic rock anthem crafted entirely by AI, featuring energetic guitar riffs and powerful drum beats. The Rockbots pioneers the fusion of AI and music, showcasing innovative, AI-generated rock tracks using Stable Audio Open, a cutting-edge audio platform that produces high-fidelity music tracks through AI, enabling the creation of authentic music. Stable-Audio-Open generates variable-length stereo audio at 44.1kHz from text prompts.
About the HUMAN-AI PROCESS
The song was crafted using Stable-Audio-Open which generates variable-length stereo audio at 44.1kHz from text prompts. The model comprises three components:
1- An autoencoder that compresses waveforms into a manageable sequence length.
2- A T5-based text embedding for text conditioning.
3- A transformer-based diffusion model operating in the latent space of the autoencoder.
The model is used with the stable-audio-tools library for inference, allowing users to generate high-quality audio based on text prompts. The model runs on ZeroGPU Spaces, offered by Hugging Face, that provides free GPU access for Spaces and allows them to run on multiple GPUs. Utilizing Nvidia A100 GPU devices, ZeroGPU efficiently allocates GPU resources as needed.