Streamline diarization using AI as an assistive technology: ZOO Digital’s story

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In this post, we discuss deploying scalable machine learning (ML) models for diarizing media content using Amazon SageMaker, with a focus on the WhisperX model... The WhisperX model, based on OpenAI’s Whisper, performs transcriptions and diarization for media assets... Additionally, it introduces speaker diarization, not present in the original Whisper model... WhisperX utilizes the Whisper m...

Streamline workflows with DevOps solutions from GitHub and Azure

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DevOps platforms have demonstrated immense importance in accelerating software delivery and fostering collaboration between development and operations teams... In the fast-paced landscape of software development, the culture of DevOps has been widely recognized and adopted as it unites people, processes, and technologies...Microsoft has been recognized as a Leader by Gartner® and placed furth...

Learn AWS Cloud skills based on your unique learning style

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I’m especially passionate about making cloud education accessible and equitable to new learners... As solutions architects, we provide our customers with recommendations of how to learn the AWS Cloud from scratch... In all these conversations and in our own journeys to get AWS Certified, we have come to recognize the nuances of individuals’ learning styles... After two years of observing our...

Detect Stripe keys in S3 buckets with Amazon Macie

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Many customers building applications on Amazon Web Services (AWS) use Stripe global payment services to help get their product out faster and grow revenue, especially in the internet economy... It’s critical for customers to securely and properly handle the credentials used to authenticate with Stripe services... Much like your AWS API keys, which enable access to your AWS resources, Stripe API ...

AWS Weekly Roundup — AWS Control Tower new API, TLS 1.3 with API Gateway, Private Marketplace Catalogs, and more — February 19, 2024

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I’ll also share about all the AWS Community events and initiatives that are happening around the world... Upcoming AWS events Check your calendars and sign up for upcoming AWS events: Building with Generative AI on AWS using PartyRock, Amazon Bedrock and Amazon Q – You will gain skills in prompt engineering and using the Amazon Bedrock API... Whether you’re in the Americas, Asia Pacific...

Run ML inference on unplanned and spiky traffic using Amazon SageMaker multi-model endpoints

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Amazon SageMaker multi-model endpoints (MMEs) are a fully managed capability of SageMaker inference that allows you to deploy thousands of models on a single endpoint... Previously, MMEs pre-determinedly allocated CPU computing power to models statically regardless the model traffic load, using Multi Model Server (MMS) as its model server... In this post, we discuss a solution in which an MME can ...

Use Amazon Titan models for image generation, editing, and searching

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Amazon Bedrock provides a broad range of high-performing foundation models from Amazon and other leading AI companies, including Anthropic, AI21, Meta, Cohere, and Stability AI, and covers a wide range of use cases, including text and image generation, searching, chat, reasoning and acting agents, and more... The new Amazon Titan Image Generator model allows content creators to quickly generate hi...