• Skip to primary navigation
  • Skip to main content
  • Skip to primary sidebar
  • Skip to footer
Android Infotech

Android Infotech

Android Tips, News, Guide, Tutorials

  • News
  • Root
  • Firmware
  • Applications
  • Knowledge
  • Tutorial
  • I’m Bored
  • Deals
  • Donate
  • 🔎Search
Home » News » How Google MusicLM AI Generate Music from Text?

How Google MusicLM AI Generate Music from Text?

January 29, 2023 by Selva Ganesh Leave a Comment

Google recently released MusicLM AI. While many AI can do different things, Google AI is unique and requires an expert to do the process daily. It starts with creating Art and Creating relevant images. Now, Google MusicLM AI Generate Music from Text. Google published a webpage consisting of all samples, and we expect the public rollout soon. So, When you provide the situation and what you want, Google can create a piece of music for you.
Two Page Music Notes Book

Table of Contents

  • MusicLM AI
    • From Researchers perspective
  • Features
  • Can It work on Real World Requirements?
  • How Google MusicLM AI works?
  • Wrap Up

MusicLM AI

Google researchers have developed an AI, MusicLM, that can generate musical pieces of several minutes in length based on text prompts. Additionally, it can also take a melody whistled or hummed by a person and transform it into other instruments, similar to how DALL-E generates images from written prompts. The public can’t interact with MusicLM, but Google has made available a variety of samples generated by the model for listening.

Google MusicLM AI Generated Contents

Buy Samsung Galaxy S22 Ultra from $6.46/mo for 24 Months with Eligible Trade-In.
Samsung Galaxy S23 available for $0.00/mo with T-Mobile Credit and Trade-in Deal

The model uses a hierarchical sequence-to-sequence modeling task to generate music at 24 kHz and produce consistent music over several minutes. It has outperformed previous systems regarding audio quality and adherence to the text description. MusicLM can also transform whistled and hummed melodies into different styles of music according to the text description, which allows it to be conditioned on both text and tune. To support further research, the company has publicly released MusicCaps, a dataset of 5.5k music-text pairs with detailed text descriptions provided by human experts.

MusicLM approaches the task of conditional music generation using a hierarchical sequence-to-sequence modeling method and can produce music at 24 kHz that stays consistent over several minutes. The experiments show that MusicLM outperforms previous systems’ audio quality and alignment with the text description.

Also Read-  Customized URL Youtube Handles are Coming Soon to All Users

From Researchers perspective

The researchers behind MusicLM have developed a model that can generate high-fidelity music from text descriptions, such as “a calming violin melody backed by a distorted guitar riff.” They also show that the model can be conditioned on both text and a melody, allowing it to transform whistled and hummed pieces according to the style described in the text caption.

To support further research, the team has also made available MusicCaps, a dataset of 5.5k music-text pairs with rich text descriptions provided by human experts.

Features

Google researchers have made available 30-second snippets of music generated by MusicLM, which sound like actual songs, created from paragraph-long descriptions that specify a genre, mood, and specific instruments. It can generate Five-minute-long pieces from one or two words, such as “melodic techno.” One of the most exciting demonstrations is the “story mode,” where the model is a script and morphs between different prompts.

The voices generated by MusicLM have a realistic tonality and overall sound. But they also have an artificial quality that can be described as grainy or staticky. This quality could be more evident in some examples but can be heard clearly in others. MusicLM can also simulate human vocals, although the resulting sound may be slightly off.

Can It work on Real World Requirements?

The concept of AI-generated music has a long history dating back decades. Many different systems are being developed to compose pop songs. Replicate Bach’s compositions better than humans and even perform live. One recent version utilizes the AI image generation engine, StableDiffusion, to convert text prompts into spectrograms which are then transformed into music.

According to the paper, MusicLM outperforms previous systems regarding quality and adherence to the caption. It can take in audio and copy the melody. This last aspect is one of the most impressive demonstrations of the model’s capabilities. The researchers have made available an online demonstration. Users can input their humming or whistling of a melody. They also can hear how MusicLM reproduces it as an electronic synth lead, string quartet, guitar solo, etc. MusicLM handles the task very well from the examples that were listened to.

Also Read-  Troubleshoot Samsung Galaxy Tab A8 10.5 2021 SM-X200/X205/C/N/X207 Wi-Fi Not Working

How Google MusicLM AI works?

Google MusicLM AI Working Chart

The image represents the workflow of MusicLM, an AI model that generates high-fidelity music from text descriptions. The process starts with providing text descriptions of the desired theme, like “a calming violin melody backed by a distorted guitar riff,” to the model.

The model then uses a hierarchical sequence-to-sequence modeling task. It can generate music at 24 kHz that remains consistent over several minutes.

MusicLM can also adapt to a melody provided. It can take a whistled or hummed song and transform it according to the style described in a text caption. The generated music is then evaluated based on its audio quality and adherence to the text description.

To support future research, the company has made available a dataset called MusicCaps. It includes 5.5k music-text pairs. All of which have rich text descriptions written by human experts.

Wrap Up

MusicLM is a powerful AI model that can generate high-fidelity music from text descriptions. It allows AI to transform whistled and hummed pieces according to the style described in a text caption. Both text and melody can condition the model. The researchers have demonstrated that the model can produce realistic and high-quality audio output that is consistent over several minutes.

The researchers have also publicly released MusicCaps. It consists of a dataset of 5.5k music-text pairs with detailed text descriptions provided by experts. It will support future research in this field. Overall, MusicLM is a significant step forward in a lot of AI-generated music and has the potential to revolutionize the music industry.

Source, (2), (3– Downloadable PDF)

Selva Ganesh

Selva Ganesh is the Chief Editor of this Blog. He is a Computer Science Engineer, An experienced Android Developer, Professional Blogger with 8+ years in the field. He completed courses about Google News Initiative. He runs Android Infotech which offers Problem Solving Articles around the globe.

Also Read-  Fix Motorola Moto E30 Bluetooth Pairing and Not Detecting issues

Related Posts:

  • Google Art Transfer feature- Available Styles and How to Use?
  • New Google AR Art Filter let you try Cultural Accessories and…
  • Google Paid Out Vulnerability Reward of $8.7 Million to 696…
  • How to Preview Webpage in Google Chrome Android before Open it?
  • Best 10 Completely Free Movies and TV Shows Streaming Sites
  • How to Continue Google Meet Group Calls After 60 Minutes Expiry?
Share This Post:

Filed Under: News Tagged With: AI, Bluetooth, Google

Reader Interactions

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Primary Sidebar

Join With Us

Deal of the Day

Samsung Galaxy S22 Ultra For $6.95/mo at Samsung Online Store.

Recent Posts

YouTube TV Black Screen Issue

YouTube TV update on Apple TV fixes Black Screen Issue

Oppo Find X6 Pro 1 Inch Sony Camera Sensor

Oppo Find X6 Pro Released with Sony’s 1-inch 50MP sensor

Google Pixel 8 Video Editing

Video Unblur coming to Google Pixel 8

YouTube Shorts Thumbnail Edit Video

How to Change YouTube Shorts Thumbnails?

T-Mobile and Mint Mobile Merger Ryan Reynolds and CEO

No Change in the $15/mo Mint Mobile Plan after T-Mobile Acquire

Advertisement

Footer

Copyright © 2023 AndroidInfotech.com, All Rights Reserved, Android is a trademark of Google Inc. All contents on this blog are copyright protected and should not be reproduced without permission.

  • Subscribe
  • Sitemap
  • About Us
  • Contact Us
  • Privacy Policy
  • Disclaimer
  • Our Image License
  • Hosted on Google Cloud
  • Ad Partner Ezoic
  • Corporate Office