10 ways to use generative AI in your music production

Our principles for partnering with the music industry on AI technology

Created by a team of engineers, entrepreneurs, musicians and scientists, the company’s music engine uses AI to arrange musical compositions and add acoustic features that enable listeners to enter certain mental states. In a pilot study led by a Brain.fm academic collaborator, the application showed higher rates of sustained attention and less mind-wandering, which led to a boost in productivity. Artists have started to embrace this technology and its capabilities, leading to an increasing demand for AI music generators.

generative ai music

To help you understand the meaning of these terms, let’s break down what each is. Since the introduction of generative AI in 2015, different forms of artificial intelligence have emerged, including text-to-speech, natural language processing, and AI art generators. Like these other forms, AI music uses text prompts to generate musical tracks with different instruments, styles, and genres. It can also create compositions, modify existing music, or even generate vocals.

How Companies and Brands Can Benefit From Generative AI Music

Machines then use this information to generate original music based on the tempo, rhythmic patterns, harmonic structure, or chords, to name a few. It consists of three AI models, all tackling different areas of sound generation. An improved version of Meta’s EnCodec decoder lets users create sounds with fewer artifacts — which is what happens when you manipulate audio too much.

  • The company hasn’t provided the code it used to train the model, but it has made available pre-trained models that anyone with the right hardware — chiefly a GPU with around 16GB of memory — can run.
  • Mubert is an excellent music generator that allows you to create personalized music for background tracks.
  • Along with the new update to Google Bard and the upcoming Generative AI experience in Search, Google also announced MusicLM, an AI music generation model at Google I/O 2023.
  • With over 170,000 curated audio loops, Loudly’s advanced playback engine combines, warps, and follows chord progressions in real time.

The AI music generation has brought about a transformative shift in how music is composed and created. AI enriches the creative panorama from platforms like Amper Music and AIVA that help musicians craft melodies and harmonies to tools like Humtap and MuseNet that allow innovative composition methods. Humtap is an AI music generator tune app that allows users to generate songs through humming, singing, or tapping rhythms. Regardless of musical heritage, it lets individuals create original compositions using their voice or rhythmic inputs. Amper Music is an AI-driven music composition tool that allows customers to create authentic music tracks quickly and easily.

It never happens instantly. The business game is longer than you know.

That tech was used to recreate Drake’s and the Weeknd’s familiar voices. Artists train algorithms on musical data, which can be anything from a single chord to an entire soundtrack. AI music generators then churn out music in a style and sound similar to that of the musical information they were fed. Along with a lack of originality, the legal framework for AI in music remains murky.

generative ai music

This description is from Salvador Dalí’s The Persistence of Memory painting. Want all the hottest music and gear news, reviews, deals, features and more, direct to your inbox? While these scenarios seem promising, there are uncertainties and possible downsides that artists need to consider before buying into these visions. Musicians are adopting AI for composition in ways that resemble a collaborative, forward-thinking tool more than an imitation-focused machine. Record labels have voiced concerns around intellectual property and the protections of rights holders. The initial video featuring the track Heart on My Sleeve, had 15m views on TikTok and was shared on streaming services that garnered 600,000 Spotify streams.

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Copyright protection gives you the right to use it as you see fit. This is an excellent feature considering all the copyright issues other AI platforms face. Lastly, you can apply an activity style to your music by choosing one of the activity presets, including chill, focus, game, or sport.

Yakov Livshits
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.

Similarly, you can choose moods such as beautiful, calm, energizing, or others to set the tone for your clip. For example, we created this 15-second track by selecting the moods beautiful and peaceful. To attend to the lyrics, we add an encoder to produce a representation for the lyrics, and add attention layers that use queries from the music decoder to attend Yakov Livshits to keys and values from the lyrics encoder. The bottom level encoding produces the highest quality reconstruction, while the top level encoding retains only the essential musical information. We use three levels in our VQ-VAE, shown below, which compress the 44kHz raw audio by 8x, 32x, and 128x, respectively, with a codebook size of 2048 for each level.

One more great option for an AI music generator is Soundraw, which enables you to customize a song with AI-created phrases, among many other things. The tool relies on the combination of AI and its assembly Yakov Livshits of manual tools, all of which enable you to generate and customize new music with ease. Another impressive AI music generator that always receives attention is AIVA, which was developed in 2016.

CreateSafe provides SaaS and premium services for music artists, management companies, and record labels. We wanted to own both of those spaces so that artists and their teams could get back to doing what they do best; actually creating music and other futuristic art, with AI, or whatever is coming next. In 2015, with the launch of Apple Music and the first crop of billion streaming songs on Spotify, the music industry predominantly became a streaming industry. I recognized that if you didn’t have access and control over that data as a creator, you would ultimately always be at the mercy of someone else’s purse strings. After that hit, I  negotiated a life-changing admin deal for DJ White Shadow with UMPG, and we received a Grammy nomination.

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The selling point of generative AI is that no musical knowledge or training is necessary. Anyone can potentially create a hit song with the help of computers that evolve with each artificially produced guitar lick or drumbeat. Aiva Technologies is the creator of a soundtrack-producing artificial intelligence music engine. The platform enables composers and creators to make originals or upload their work to create new variations. Depending on the plan chosen, creators can also forgo the worry of licensing because the platform offers full usage rights. Rather than replacing musicians, Aiva wants to enhance the collaboration between artificial and organic creativity.


We’ve collected some of the best AI music creation services and products that are available on the market today. They each have their own unique way of giving you control over creating original music with AI. Aimi’s interactive music player puts you in control of your music experience by letting you directly interact with the composition of music in real-time. Download Aimi’s breakthrough interactive music player and see how generative music will change the way you experience music.

Now, choose from a rich selection of 16 moods to choose the correct mood for the cuts. Interestingly, the researchers have added a melody-conditioning component as an integral extension of MusicLM that enables the integration of melodic prompts. This is achieved by allowing the user to provide a melody in the form of humming, singing, whistling, or playing an instrument. Employing tokens, it turns out, paves the way for a manageable and flexible vocabulary, improved language comprehension, and computational efficiency.

generative ai music

However, in our testing, MusicLM completely failed to output similar results. It’s all fairly bonkers, but these advanced pieces of software aren’t just mind-boggling demonstrations of AI’s sophistication. They’re also highly useful (and free) tools that musicians and producers can use to facilitate their creative process in a variety of ways.

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Musico’s generative approach empowers creators working with music with new ways of producing and applying sound that can adapt to its context, in realtime. From semi-assisted to fully automatic composition, our engines offer solutions for music pros as well as non-musicians. The company let the media listen to some sample audio made with AudioCraft. The generated noise of whistling, sirens, and humming sounded pretty natural.

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