Architecture of AWS DeepComposer
AWS DeepComposer is a cloud-based service that enables users to create original music through a neural network called the Deep Learning Generative Model. AWS DeepComposer architecture comprises of the following components.
- AWS DeepComposer Console: The user interface of the service, where users can create and train their own models, as well as generate music using pre-trained models. This interface is used for making initial configurations.
- Amazon S3: As we all know, training a model uses batches of data depending upon the training algorithm used. A scalable cloud storage service used to store and manage input data, models, and output files.
- Amazon SageMaker: A fully-managed machine learning service which is used to train and deploy machine learning models at scale.
- AWS Lambda: It is nothing but a serverless compute service used to execute code in response to events, such as generating music when a user requests it. This helps in managing the workflow as each event is connect to other and will execute after other.
The following Architecture’s diagram illustrates deeper understanding of this AWS DeepComposer service.
What is AWS DeepComposer?
AWS offers an innovative service named AWS DeepComposer that comes with a combination of both Artificial Intelligence (AI) With music. It was primarily developed as a Machine Learning Service in the AWS Cloud for Composers, music lovers, and engineers. Most importantly it opens the doors for new modern AI-assisted music production by allowing users to create musical compositions using Deep Learning models. In this Article, you get a deep understanding of AWS DeepComposer from knowing what is AWS DeepComposer.
Table of Content
- What Is AWS DeepComposer And Why It Matters?
- Key Terminologies Of AWS DeepComposer
- Architecture of of AWS DeepComposer
- What Can We Do With DeepComposer?
- Is AWS DeepComposer Free?
- Does AWS have Generative AI?
- Features of AWS DeepComposer
- Advantages Of AWS DeepComposer
- Disadvantages Of AWS DeepComposer
- AWS DeepComposer Pricing
- Usage Based Pricing
- Challenges Of AWS DeepComposer
- Uses of AWS DeepComposer
- Conclusion
- AWS DeepComposer – FAQ’s