Musicautobot

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Musicautobot is an Audio & Music tool that uses deep learning to generate music in MIDI format. It leverages transformer architecture, similar to NLP models, to create pop music.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is musicautobot?

Musicautobot is an open-source project that utilizes deep learning, specifically transformer architecture, to generate music in MIDI format. Inspired by recent advancements in NLP, it applies powerful language models to music generation. Built on the fast.ai library, Musicautobot offers models like MusicTransformer for next note prediction and MultitaskTransformer for more complex tasks such as harmonization, melody generation from chord progressions, and remixing tunes or beats. Users can experiment with the tool through its web app and access pretrained models, with options for both any-key and key-of-C transposed music generation.

Best used for

Ideal for content creators and DJs who need to generate new musical compositions, harmonize existing melodies with chords, and remix songs with different rhythms. Especially valuable for those looking to leverage deep learning models for creative music production and experimentation.

Common actions

generate music

create melodies

remix songs

harmonize music

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Capabilities

Key features

Generate MIDI music
Transformer-XL architecture
Next note prediction
Harmonization
Melody generation
Remix tunes/beats

Target Audience

content creatordj

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What deep learning models does Musicautobot use?

Musicautobot primarily uses two deep learning models: MusicTransformer, which focuses on next note prediction using Transformer-XL, and MultitaskTransformer, an extension that handles multiple tasks like BERT token masking and sequence-to-sequence translation for more complex musical generation.

Can Musicautobot generate music in specific keys?

Yes, Musicautobot offers pretrained models in two versions: 'AnyKey' for general music generation, and 'KeyC' for music transposed solely to the key of C. The KeyC models often produce better results but require input to also be in the key of C.

What kind of musical tasks can the MultitaskTransformer perform?

The MultitaskTransformer can perform several advanced musical tasks, including harmonization (generating accompanying chords), creating new melodies from existing chord progressions, and remixing songs by applying a new rhythm to an existing tune or vice versa.

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