Exploring Music Generation with Replicate and MusicGen
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Waveformer

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Music
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Replicate and MusicGen are tools that enable users to generate music from text through machine learning models. Replicate offers a platform for developing models with minimal coding requirements, whereas MusicGen is a model created by Facebook Research, trained on 20,000 hours of licensed music.
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Emvoice
Emvoice One is a vocal synthesis plugin designed for music producers and other creatives, allowing them to create lifelike vocal performances through text input. It features four distinct voices—Keela, Lucy, Jay, and Thomas—each with varying ranges and prices, and includes a free demo mode with restricted features. The plugin operates on both Mac and PC, requires an internet connection, and is compatible with VST/AU/AAX.
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Music
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Voicestars
Voicestars is a digital platform enabling users to generate AI renditions of popular songs by choosing an AI voice and uploading their tracks. It also provides artist-licensed voice models for commercial purposes and includes an affiliate program for users to earn commissions.
Free
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Music
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Maroofy
The Maroofy tool enables users to find a song and receive suggestions for music with a similar feel, offering a method to uncover tunes they might appreciate.