MuseNet – OpenAI Try MuseNet. We’re excited to see how musicians and non-musicians alike will use MuseNet to create new compositions! In simple mode (shown by default), you’ll hear random uncurated samples that we’ve pre-generated. Choose a composer or style, an optional start of a famous piece, and start


magenta studio

Magenta Studio – Standalone Continue. Continue uses the predictive power of recurrent neural networks (RNN) to generate notes that are likely to follow your drum beat or melody. Give it an input file and it can extend it by up to 32 measures. This can be helpful for adding variation to a drum beat or creating new material for a melodic

magenta neural synth

Making a Neural Synthesizer

magenta tutorial

Making music with magenta.js Step 1: Making sounds with your browser. Everything in @magenta/music is centered around NoteSequences. This is an abstract representation of a series of notes, each with different pitches, instruments and strike velocities, much like MIDI. For example, this is a NoteSequence that represents “Twinkle Twinkle Little Star”. Try changing the pitches to see how the sound changes!

Dan Jeffries The musician in the machine

The Musician in the Machine In this article, we’ll look at how we did it. Along the way we’ll listen to some more samples we really loved. Of course, some samples came out great, while some didn’t work as well as we hoped, but overall the project worked

getting started with magenta

Getting Started – Magenta Getting started. Ready to play with Magenta? This page will help you get started making music and art with machine learning, and give you some resources if you want to explore on your own!

magenta long form generative compositions with transformer

Music Transformer: Generating Music with Long-Term Structure Update (9/16/19): Play with Music Transformer in an interactive colab! Generating long pieces of music is a challenging problem, as music contains structure at multiple timescales, from milisecond timings to motifs to phrases to repetition of entire


openai Jukebox tutorials

for non-engineers

A simple OpenAI Jukebox tutorial for non-engineers II. Overview and limitations . OpenAI uses a supercomputer to train their models and maybe to generate the songs too, and well, unless you also have a supercomputer or at least a very sweet GPU setup, your creativity will be a bit limited.. When I started playing with Jukebox, I wanted to created 3-minute songs from scratch, which turned out to be more than Google Colab (even with the pro …


Show notebooks in Drive – Google ColaboratoryColab notebooks allow you to combine executable code and rich text in a single document, along with images, HTML, LaTeX and more. When you create your own Colab notebooks, they are stored in your Google Drive account. You can easily share your Colab notebooks with co-workers or friends, allowing them to comment on your notebooks or even edit

colab interacting with jukebox

Show notebooks in Drive – Google Colaboratory Please note: this next upsampling step will take several hours. At the free tier, Google CoLab lets you run for 12 hours. As the upsampling is completed, samples will appear in the Files tab (you can access this at the left of the CoLab), under “samples” (or whatever is currently)


MIMIC is a web platform for the artistic exploration of musical machine learning and machine listening. We have designed this collaborative platform as an interactive online coding environment, engineered to bring new technologies in AI and signal processing to artists, composers, musicians and performers all over the world.

The MIMIC platform has a built-in audio engine, machine learning and machine listening tools that makes it easy for creative coders to get started using these techniques in their own artistic projects. The platform also includes various examples of how to integrate external machine learning systems for sound, music and art making. These examples can be forked and further developed by the users of the platform.

Over the next three years, we aim to integrate brand new and developing creative systems into this platform so that they can be more easily used by musicians and artists in the creation of entirely new music, sound, and media, enabling people to understand and apply new computational techniques such as Machine Learning in their own creative work.

MIMIC or “Musically Intelligent Machines Interacting Creatively” is a three year AHRC-funded project, run by teams at Goldsmiths College, Durham University and the University of Sussex.

MIMIC Creative AI Platform MIMIC is a web platform for the artistic exploration of musical machine learning, machine listening and creative


Intelligent Instruments: a funded ERC project – Sonic Writing The European Research Council has awarded me an ERC Consolidator grant for the project Intelligent Instruments: Understanding 21st-Century AI Through Creative Music Technologies.The five-year, 2 million Euro research project will consist of a team of postdocs, doctoral researchers and an instrument designer from the fields of music, computer science and philosophy.


MUBERT© 2016 – 2020, Mubert Inc.
All music broadcasted on * domains is generated (created, composed, recorded) by Artificial Intelligence (algorightm, software, program) owned by Mubert® Inc and licensed by Mubert® Inc only for personal use. All rights are reserved. Public reproduction, recording, distribution of this music is prohibited.

How does it work?

Mubert’s unique algorithm creates and streams electronic generative music in real time, based on the samples from our extensive database. Every day new samples are added to the stream to support endless and seamless flow of one-of-a-kind work music.

About Mubert

Mubert is an AI music solution for any business, platform & use case. Mubert delivers worldwide copyright-protected AI-generated music via API. Infinite customization, cost-efficiency & legal compliance can help businesses fix key music industry pain points.
All music is royalty free & cleared for any cases both for personal & commercial usage.Pricing .01c per minute or $299 per month startups / $1,000 per month large business

To facilitate their ability to connect with audiences and make a positive global impact, Mubert is launching a new extension that allows users to play unlimited streams of AI-powered music in their shows without any risks of DMCA takedowns and other copyright issues.  

Subscribe with Music for Live Streams to feel your background on YouTube, Twitch, Facebook & 30 other popular services with Chill, Ambient, Trance, and other high-quality music curated by Mubert. music stations for live streams. Compatible with Youtube, Facebook, Twitch & other streaming services.
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Future learn machine learning
amper music compose

AI Composition with Real Instruments | Amper Music Amper’s music is created from scratch using millions of individual samples and thousands of purpose built instruments. You won’t find our proprietary samples anywhere

amper and ai music

Amper Music: ‘AI’s not going to replace your job – it’s going to change your job’Does this mean Amper is going to use part of that new funding round to build more tools for artists to create with AI? Silverstein is careful not to commit to anything in the near future, saying that as a small and growing company, Amper has to be “very judicious” in how it allocates resources for

how ai generated music is changing the way hits are made

How AI-generated music is changing the way hits are made Music-making AI software has advanced so far in the past few years that it’s no longer a frightening novelty; it’s a viable tool. For the second episode of The Future of Music, I went to LA to visit the offices of AI platform Amper Music and the home of Taryn Southern, a pop artist who is working with Amper and other AI platforms to co …

amper founder

How technology can democratize music From the printing press to the digital camera, innovation has often democratized the creative arts. In this forward-looking talk, music producer Drew Silverstein demos a new software that allows anyone to create professional-grade music without putting human musicians out of

amper faq
enterprise Ai

A.I. Songwriting Has Arrived. Don’t Panic Welcome to the next great debate about the legitimacy of

Ampios Future

A computer-generated soundtrack for your day

Amper about


How does licensing work for Score’s music?

Track licenses are available for purchase at a few different tiers based on the intended usage. All licenses (regardless of tier) are royalty-free, permit global distribution of content, and are valid in perpetuity.

  • Personal License — $29 (This tier is meant for your personal or educational project needs. The licensing does not cover ad spend or promotions. For example, a video made as a hobby.)
  • Enterprise Basic License — $74 (This tier is meant for internal or external professional projects and cannot be supported with an ad spend. For example, an internal training video that will be shared within your company only or public tutorial content for latest feature release.)
  • Branded Content License — $399 (This tier is meant for professional projects that will be posted on your own social channel or website and can be supported with an ad spend. For example, a YouTube video on your channel.)
  • Online Ad License — $1,199 (This tier is meant for professional projects that can be both used in ads and supported with an ad spend. For example, a video that will run as a YouTube pre-roll or Instagram ad.)
  • All Media/Multimedia — Request a quote (This tier includes a combination of the above plus additional licensing needs. Please contact us so that we can evaluate your use-case and provide a quote.)

What does Amper do?

Amper is an AI music company. We develop enterprise products to help people make music using our AI Composer technology. Today we offer two products—our music creation platform Score, and an API that allows companies to integrate our music composition capabilities into their own tools.
What is Score?

Score is a tool for content creators to quickly make music to accompany videos, podcasts, games, and other types of content using our AI Composer. Score is designed to significantly reduce the time it takes to source music and adapt it to fit a particular project.
Who is Score intended for?

Score was built for businesses who create a lot of content and are looking for ways to source high quality music more efficiently. Video editors, podcast producers, and video game designers can all benefit from Score’s capabilities.
How is Score different from stock music sites?

Each track Score outputs is composed by our AI in real-time and is always custom to your project. Collaborating with Score allows you to tailor a broad variety of your track’s musical attributes, including length, structure, genre, mood, instrumentation, and tempo.

Additionally, all the sounds you hear in Score are samples of real instruments recorded at Amper’s Los Angeles studio. Unlike stock music, which is often made using widely available sample “packs”, Score’s sounds are proprietary. This makes Amper’s music truly unique.


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Music Ally is a knowledge company for the global music business

Music Ally Is A Knowledge Company NEW! Learn. Music Ally has launched a brand new Learning Hub for the music industry, with more than 30 modules of certified video content at launch, combined with relevant supporting materials from the rest of Music Ally’s information and

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