In the past decade, deep-learning systems have proven remarkably successful at many artificial-intelligence tasks, but their applications tend to be narrow. ...
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The International Conference on Learning Representations (ICLR), which will be virtual this year and begins next week, is only eight years old. But ...
Text-to-speech (TTS) systems, like Alexa’s or the ones available to Amazon Web Services customers through Amazon Polly, convert text into synthetic speech. ...
One of the first things a voice agent like Alexa does when receiving a new instruction is to classify its intent — playing music, getting the weather, ...
The first Amazon Web Services (AWS) Machine Learning Summit on June 2 will bring together customers, developers, and the science community to learn about ...
Few-shot learning is a technique in which we attempt to learn a general machine learning model for a set of related tasks and then customize it to new tasks ...
The Conference on Computer Vision and Pattern Recognition (CVPR) — the premier conference in the field of computer vision — was first held in 1985. Pietro ...
The automatic conversion of text to speech is crucial to Alexa: it’s how Alexa communicates with customers. The models developed by the Amazon ...
Most major advances in AI have come from supervised learning, in which machine learning models are trained on annotated data. But as commercial AI models ...