Large language models (LLMs) have come to dominate the field of natural-language processing, so it’s no surprise that they also dominate the research that ...
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In the past few weeks, Amazon announced versions of Alexa in three new languages: Hindi, U.S. Spanish, and Brazilian Portuguese.Like all new-language ...
Today we announced the public beta launch of Alexa Conversations dialogue management. Alexa developers can now leverage a state-of-the-art dialogue manager ...
We are excited to announce the first Workshop on Synthetic Data Generation, to be held virtually at ICLR 2021 on May 7, 2021.Synthetic data is a powerful ...
Amazon Halo, a membership dedicated to helping customers improve their individual health and wellness, includes a feature called Body which helps customers ...
In recent years, most commercial automatic-speech-recognition (ASR) systems have begun moving from hybrid systems — with separate acoustic models, ...
In recent years, generative adversarial networks (GANs) have demonstrated a remarkable ability to synthesize realistic visual images from scratch.But ...
Machine learning models are usually tested on held-out data from their training sets. But when data distributions in the real world diverge from those in ...
The automatic conversion of text to speech is crucial to Alexa: it’s how Alexa communicates with customers. The models developed by the Amazon ...
Generative adversarial networks (GANs) are a technology that can produce remarkably realistic synthetic images. From a set of real images, a GAN learns a ...