AWS DeepComposer
source link: https://aws.amazon.com/deepcomposer/
Go to the source link to view the article. You can view the picture content, updated content and better typesetting reading experience. If the link is broken, please click the button below to view the snapshot at that time.
Press play on Machine Learning
AWS DeepComposer gives developers of all skill levels a creative way to experience machine learning. Get hands-on, literally, with a musical keyboard and the latest machine learning techniques to compose your own music.
The world’s first machine learning-enabled musical keyboard for developers
Get started with the AWS DeepComposer keyboard to create a melody that will transform into a completely original song in seconds, all powered by AI. AWS DeepComposer includes tutorials, sample code, and training data that can be used to get started building generative models, all without having to write a single line of code.
Creative meets generative
Generative AI is one of the biggest recent advancements in artificial intelligence technology because of its ability to create something new. It opens the door to an entire world of possibilities for human and computer creativity, with practical applications emerging across industries, from turning sketches into images for accelerated product development, to improving computer-aided design of complex objects. Until now, developers interested in growing skills in this area haven’t had an easy way to get started. Developers, regardless of their background in ML or music, can get started with Generative Adversarial Networks (GANs). This Generative AI technique pits two different neural networks against each other to produce new and original digital works based on sample inputs. With AWS DeepComposer, you can train and optimize GAN models to create original music.
Keyboard
Input a melody by connecting the AWS DeepComposer keyboard to your computer, or play the virtual keyboard in the AWS DeepComposer console.
Console
Generate an original musical composition using the pre-trained genre models in the AWS DeepComposer console. Choose from rock, pop, jazz, classical, or build your own custom genre.
Publish
Share your creations by publishing your tracks to SoundCloud in just a few clicks from the AWS DeepComposer console.
Learning at your fingertips
A creative way to learn ML
AWS DeepComposer allows developers of all skill levels to get started with Generative AI by providing hands-on tutorials to quickly start training models and test them in a fun, musical experience.
Start jamming, anywhere
In addition to the physical keyboard, the AWS DeepComposer console includes a virtual keyboard so that you can compose and learn anywhere.
Community and collaboration
The AWS DeepComposer community provides an opportunity for you to meet with developers and creators like you.
Getting started with AWS DeepComposer
Explore the pre-trained sample models available in the AWS DeepComposer console, to create original and inspiring music.
Tweak the model hyperparameters such as tune and tempo in the AWS DeepComposer console or for advanced learning build you own custom GAN architecture with Amazon SageMaker.
Get creative and customize your AI-generated music using your favorite Digital Audio Workstation (DAW).
Upload your finished AI-generated compositions directly from AWS DeepComposer into SoundCloud to share your tracks with the world.
The Keys to Machine Learning
Get started by using the MIDI-compatible AWS DeepComposer keyboard to compose melodies as input for your ML generated compositions. Use the hardware buttons on the keyboard to control the volume, playback, and recording flow, as well as use the built-in functions to create more complex inputs. You can also export the MIDI files to your favorite Digital Audio Workstation (DAW) and get even more creative.
More hands-on learning
Explore the portfolio of educational devices designed for developers of all skill levels to learn ML in fun, practical ways. Get started with reinforcement learning with AWS DeepRacer and learn how to build deep learning-based computer vision apps with AWS DeepLens.
Sign up for the preview
Recommend
About Joyk
Aggregate valuable and interesting links.
Joyk means Joy of geeK