10 ways to use generative AI in your music production
Last year’s release of user-friendly interfaces for models like DALL-E 2 or Stable Diffusion for image generation, and ChatGPT for text generation, has captured the world’s attention to the new wave of Generative AI. With some first steps in this direction in the past weeks – Google’s AI test kitchen and Meta open-sourcing its music generator – some experts are now expecting a “GPT moment” for AI-powered music generation this year. Overall, Yakov Livshits AIVA is an intricate generative music platform that offers a unique solution for creating and exploring new pieces of music. Whether you are a professional musician looking for new inspiration, or a music lover looking for a unique and personalized music experience, AIVA is a platform that is worth exploring. Another report by Grand View Research predicts that the global generative music market will reach $3.3 billion by 2025.
You can then submit those songs for the potential to earn streaming revenues from various services, which makes it a very unique tool. The abilities of Artificial Intelligence and the creativity of music producers make possible a symbiotic relationship between humans and algorithms. Millions of samples from hundreds of artists feed into Mubert, and the AI takes it from there.
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.
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MusicLM is a text-to-music generation model developed by Google as part of its AI Test Kitchen program. It creates high-fidelity music from simple text descriptions similar to a natural-language prompt. MusicLM generates music at 24kHz with a higher sampling rate, which means the generated audio is high quality. Also, the AI-powered music generation by MusicLM is very fast, almost instant. 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. Luckily, we already have access to MusicLM, and in this article, we have tested and explained its potential and capabilities.
Today, it hosts a full suite of assistants that tailor starting-point suggestions for vocal mixes, reverb application and mastering. Because of its software and AI-centric products like Spire Studio, iZotope software has been used to mix and master records by artists such as Beyoncé, Kendrick Lamar and Foo Fighters. Design new algorithmic patterns to generate music samples or build drum machines and on top of it, build user-friendly and beautiful UIs to make the music tools available outside music environments and DAWs. Specific queries mentioning artists or including vocals will not be produced, and users are encouraged to provide feedback if any issues arise with the generated audio. For example, last year, the Copyright Office issued copyright to Kristina Kashtanova for her partially AI-generated graphic novel titled Zarya of the Dawn.
It’s also a boon for creators who want to avoid copyright issues while discovering unique, royalty-free tracks that sync perfectly with their content. Brands looking for an affordable way to acquire excellent, studio-quality music tailored to their needs will also find Soundful a valuable asset. Soundful’s abilities are more matched for anyone who is recording and needs more than a final AI-generated song. Mubert is a cutting-edge AI music generator making waves in the industry. This platform does a lot and uniquely blends technology and creativity. Mubert is designed for those who seek to break the boundaries of traditional music production, offering an innovative approach to generating unique soundscapes.
Once trained, these algorithms can generate authentic musical compositions, ranging from melodies and harmonies to complete tracks, often without direct human intervention. The AI music generation can enhance musical creativity, help composers and producers, and contribute to exploring novel musical ideas. Amper Music is a generative music platform that uses artificial intelligence to create custom music tracks in real time. The platform allows users to select from a variety of musical styles and genres, and generate music that is tailored to their specific needs. Now, let’s travel back in time to uncover the history behind this innovative form of music creation.
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.
“Heart on My Sleeve” uses AI to actually mimic Drake’s and the Weeknds’ familiar voices and styles – and may just be the bridge too far for record labels. The social mechanics integrated by Sensorium Galaxy also encourage users and AI beings to come together in the form of unique co-creations. Ultimately, this could lead to the rise of the world’s first AI superstars and influencers, with their own fan bases and monetization opportunities. In subjective human preference tests, these models’ voice cloning abilities showcase exceptional similarity to the original voice. VALL-E was trained on a large dataset (Libri-Light) of 60,000 hours of English speech from over 7,000 unique speakers, roughly 10 times larger than datasets used by previous TTS systems. As we are going to see in the following, AudioLM’s approach has had a substantial impact on many text-to-speech and text-to-music models that have been developed throughout the last few months.
- Sometimes, metadata like instrumentation, genre, or mood, are available, but full-text in-depth descriptions are exceptionally hard to obtain.
- Starting today, you can sign up to try it in AI Test Kitchen on the web, Android or iOS.
- It’s hard to overstate just how good the samples sound, given that there aren’t musicians or instrumentalists in the loop.
- The generative AI model provides the benefits that increase and motivate the music compositions using advanced ML algorithms and a large dataset of musical notes.
There are plenty of AI music generators on the market, with Aiva Technologies, iZotope and OpenAI being just a few companies that build this technology. This field continues to grow, with Meta being the latest company to offer an AI music tool in the form of AudioCraft. Much remains to be seen about how musicians and companies respond to the spread of AI. But one thing all parties can agree on is that AI-generated music has forever changed the industry — in both promising and problematic ways. Use AI to create music with your voice and Leverage the latest in AI technology to supercharge your music. By simply typing prompts like “soulful jazz for a dinner party,” users of the experimental tool can explore two versions of a song and vote on their preference, aiding in the refinement of the model.
All it takes is a few seconds to create studio-quality music with Loudly. It can compose music so quickly because the AI is trained on a catalog of 8 million music tracks and 150,000 audio sounds to fully get the gist of what the users are looking for. Even if you’re not a musician, you can use these music generator tools to create melodies for your YouTube videos or ad campaigns on social media.
Thanks to artificial intelligence, never-before-imagined horizons are within reach and taking the potential of creativity to new heights where humans can dare to be even more expressive. From creation to consumption, there’s no turning back from the AI-powered music revolution. AI is now being used to create otherwise unimageable new melodies, supporting automation of music composition and, believe it or not, even taking on the role of lyric creation. That’s right – artificial intelligence is perfectly capable of creating, performing and even singing for you.
Adobe’s Firefly generative AI tools are now widely available
I’ve been testing it out myself, and I’m blown away by the quality of the songs it creates. It’s like having a personal hit factory in your pocket.So if you’ve ever dreamed of creating your own music but didn’t know where to start, Musicfy is the answer. It’s the ultimate tool for unleashing your creativity and making music like a pro, even if you’ve never touched a musical instrument in your life.Alright, fam, I’ve spilled all the tea on Musicfy.
It can be used to create sound effects for video games, movies, and other audio projects. AI can be used to generate new music, create new sounds, and even mix and master tracks. AI can also be used to analyze music, detect patterns, and identify musical elements. The Google MusicLM AI model has been Yakov Livshits trained on a dataset of 5,500 uniquely created music by sound artists working at Google Arts and Culture Lab. The music is further captioned with rich text descriptions by human experts in the music field. Google has publicly released the dataset — called MusicCaps to support future research.
Beatbot is an innovative AI-powered song maker that composes short songs based on your text prompts. It uses Splash sound loops to create the music and vocals and ChatGPT to write the lyrics. It’s not just about creating music—it’s about empowering users to become part of the music creation process.