Musenet (OpenAI)
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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.
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Kits AI is a voice platform powered by artificial intelligence specifically designed for musicians to utilize and generate AI voices. It provides users with the ability to transform their voice using a selection of AI voices available from a range of either artist-licensed or royalty-free options. Users can also create and train their own AI voice through an effortless one-click RVC v2 model training process, and upload pre-existing .pth files to RVC v1 or v2 models. Music produced with voices from the commercial use library can be released without needing approval, while music using voices from the Official Artist Licensed Library requires the artist’s approval for commercial publication. During the early access beta phase, Kits AI is available for free.
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TwoShot is an innovative music sampling platform that transforms the way music samples are found and created. It provides a vast collection of over 200,000 samples, from classic chops to contemporary loops, which artists can reimagine or create from scratch using AI Sample Generation. Users can guide the AI with straightforward descriptions to create targeted sounds, like "fast drum & bass loops" or "layered flutes." The platform facilitates sample discovery with a natural language search engine and enables users to seamlessly integrate samples into their Digital Audio Workstations (DAWs) with a dedicated plugin. TwoShot is especially attractive for its efficient music licensing system, offering royalty-free samples and an automated clearance process, making it a valuable resource for producers looking for rapid, creative, and legally compliant ways to enrich their music production.