Waveformer

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Free
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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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Freemium
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Quick Voice Cloning for Text-to-Speech and Singing in Sixty Seconds - No Cost!MyVocal.AI is a complimentary platform that enables users to capture their voice, develop voice templates, upload documents, and transform text into speech. The platform ensures data protection and provides FAQs, alongside details about the company's privacy policy, terms of service, and cookie policy. Furthermore, users have the ability to replicate their voice in just 60 seconds for singing or content creation in order to distinguish themselves.
Freemium
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Songburst is an advanced AI-driven music creation tool accessible to all. It enables users to produce music for their digital projects like videos and podcasts, craft samples for personal mixes, or distribute their tracks on platforms like Spotify and Apple Music. By simply describing the desired sound, users can transform their words into music with the help of AI, which will generate a unique track. Additionally, the Songburst Prompt Enhancer can be used to enrich prompts, and users can download their songs as wav or mp3 files without restrictions.
Paid
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VOCALOID6, developed by Yamaha, is an AI-driven technology designed to enhance creators' musical expression from various angles. It allows users to incorporate lyrics and vocal melodies into their compositions and includes features like VOCALOID:AI, Direction, Vocal Work, VOCALO CHANGER, Multilingual, and ARA2 support. The software offers four voicebanks, namely SARAH, ALLEN, HARUKA, and AKITO, which can be purchased, and it is compatible with VOCALOID3/4/5 voicebanks. Yamaha Corporation manages the VOCALOID SHOP, the official store for VOCALOID, which supports music production by offering equipment such as monitoring speakers, headphones, electronic keyboards, guitars, and the Cubase music production software.