AWS Machine Learning Blog
Category: AWS Quest
Create softer speech with the new HAQM Polly phonation tag
Speech Synthesis Markup Language (SSML) is a standardized markup language that enables developers to modify Text-to-Speech (TTS) audio. With SSML, you can control various vocal characteristics of TTS output, such as pronunciation, speech rate, and other elements, to produce a more natural-sounding voice experience. Today, we are excited to announce a new phonation SSML tag […]
Model Server for Apache MXNet introduces ONNX support and HAQM CloudWatch integration
Today AWS released version 0.2 of Model Server for Apache MXNet (MMS), an open-source library that packages and serves deep learning models for making predictions at scale. Now you can serve models in Open Neural Network Exchange (ONNX) format and publish operational metrics directly to HAQM CloudWatch, where you can create dashboards and alarms. What […]
Build a social media dashboard using machine learning and BI services
In this blog post we’ll show you how you can use HAQM Translate, HAQM Comprehend, HAQM Kinesis, HAQM Athena, and HAQM QuickSight to build a natural-language-processing (NLP)-powered social media dashboard for tweets. Social media interactions between organizations and customers deepen brand awareness. These conversations are a low-cost way to acquire leads, improve website traffic, develop […]
Congratulations to the Winners of the re:Invent Robocar Rally 2017!
To drive awareness of deep learning, machine learning, and the internet of things in autonomous driving, AWS hosted a hackathon—the Robocar Rally—at re:Invent in November 2017. We kicked off Robocar Rally in September with a series of blog posts and Twitch streams. At re:Invent, we had 100 attendees come for a hands-on two-day hackathon using deep learning and the open source Donkey Car platform with AWS machine learning services and AWS IoT. They formed teams, and built, customized, trained, and raced their own 1/16th scale cars. There’s a lot we could talk about, but we think this video shows the event better than we could write about it.
Understand Movie Star Social Networks Using HAQM Rekognition and Graph Databases
HAQM Rekognition is an AWS service that makes it easy to add image analysis to your applications. The latest feature added to the API for this deep-learning-powered computer vision is Celebrity Recognition. This simple-to-use functionality detects and recognizes thousands of individuals who are famous, noteworthy, or prominent in their field. Users can harness the tool […]
Build a Voice Kit with HAQM Lex and a Raspberry Pi
In this post, we show how you can embed HAQM Lex into custom hardware using widely available components. We demonstrate how you can build a simple voice-based AI kit and connect it to HAQM Lex. We’ll use a Raspberry Pi and a few off-the-shelf components totaling less than $60. By the end of this blog […]