Waveformer

MuseNet, developed by OpenAI, is a sophisticated neural network capable of creating 4-minute musical pieces using 10 different instruments and blending styles ranging from country to Mozart to the Beatles. It operates with the same versatile unsupervised technology as GPT-2, a vast transformer model designed to forecast the next token in a sequence, applicable to both audio and text. The model learns from MIDI file data and can produce samples in a selected style by beginning with a prompt. It utilizes multiple embeddings, including positional, timing, and structural embeddings, to provide the model with additional context.

SoundVerse is a music production platform driven by AI, enabling users to swiftly and effortlessly craft top-notch music. It includes an AI assistant that grasps user preferences and musical intentions, AI Magic Tools for transforming creative visions into actual music, and a Studio for collaborating with friends and maintaining complete control over compositions.

Riffusion is a groundbreaking music creation platform powered by AI, designed to help users create music from their imagination. Currently in its beta stage, the platform demonstrates its potential through four demo tracks that cover various genres, such as contemporary hip-hop infused with funk, indie pop with atmospheric elements, melodic trap, and French house with techno influences. The San Francisco-based company behind Riffusion is a well-funded startup that is actively enhancing its technology and recruiting musicians, AI researchers, and software engineers to further develop their creative AI tools.