Since being first developed and released in the Attention Is All You Need paper Transformers have completely redefined the field of Natural Language Processing. In this blog, we show you how to quickly fine-tune Transformers for numerous downstream tasks, that often perform really well out of the box.
In this post, we’re going to show you how to transcribe your Zoom recordings by connecting Zoom’s API with AssemblyAI’s automatic speech recognition API. In just a few lines of code, you'll see how you can accurately transcribe your Zoom recordings!
We’re excited to announce that we’ve open sourced another project! `drone-deploy-ecs` is a Drone plugin that enables you to deploy updates to ECS. Our engineering team has recently made the decision to migrate from Docker on EC2 to AWS ECS. We knew that moving to ECS would require us to refactor our deployment processes, so we figured we’d wrap our deployment process into a single tool that fit into our CICD solution.
At AssemblyAI, we use Drone as our primary CI/CD tool. It's dead simple to set up and operate which frees us up to build out our product. Recently we decided to figure out how to build a cost-effective, easily-scalable Drone worker fleet for our GPU instances.
As part of our core research and development efforts to continue pushing the state of the art of speech recognition accuracy, in this post, we explore speech recognition architectures that are gaining new popularity in both academia and industry settings.