Articles

作者：冷燚冲、谭旭 编者按：语音识别支持着许多生活中的常见服务，比如手机端的语音转文字功能、视频网站的字幕自动生成等等。但语音识别模型往往并不完美，需要纠错模型来纠正语音识别中的错误。目前，大部分纠错模型采用了基于注意力机制的自回归模型结构，虽然能够提升语音识别的准确率，但是延迟较高，这也成为了纠错模型在实际应用中的瓶颈。一个直接的做法是利用非自回归模型来提升速度，但是简单利用当前的非自回归模型不...

Graphic showing the process of how encrypted data is transferred between the GPU drive and the GPU through a secure channel. The GPU driver on the host CPU and the SEC2 microcontroller on the NVIDIA A100 Tensor Core GPU work together to achieve end-to-end encryption of data transfers
Microsoft Research Blog

| Kapil Vaswani, Antoine Delignat-Lavaud, Stavros Volos, Cédric Fournet, and Manuel Costa

Cloud computing is powering a new age of data and AI by democratizing access to scalable compute, storage, and networking infrastructure and services. Thanks to the cloud, organizations can now collect data at an unprecedented scale and use it to…

Z-code multilingual model representation diagram
Microsoft Research Blog

| Hany Hassan Awadalla, Krishna Doss Mohan, and Vishal Chowdhary

Translator, a Microsoft Azure Cognitive Service, is adopting Z-code Mixture of Experts models, a breakthrough AI technology that significantly improves the quality of production translation models. As a component of Microsoft’s larger XYZ-code initiative to combine AI models for text,…

In the news | VentureBeat

Coinciding with Nvidia’s March 2022 GPU Technology Conference, Microsoft today announced an update to Translator — its Azure service that can translate roughly 100 languages across call centers, chatbots, and third-party apps — that the company claims greatly improves the…

In the news | TechCrunch

Microsoft today announced an update to its translation services that, thanks to new machine learning techniques, promises significantly improved translations between a large number of language pairs. Based on its Project Z-Code, which uses a “spare Mixture of Experts” approach,…

In the news | Microsoft AI blog

Microsoft is making upgrades to Translator and other Azure AI services powered by a new family of artificial intelligence models its researchers have developed called Z-code, which offer the kind of performance and quality benefits that other large-scale language models…

In the news | NVIDIA Blogs

Microsoft aims to be the first to put a class of powerful AI transformer models into production using Azure with NVIDIA GPUs and Triton inference software. When your software can evoke tears of joy, you spread the cheer. So, Translator,…

In the news | ZDNet

Microsoft is updating its Translator and other Azure AI services with a set of AI models called Z-code, officials announced on March 22. These updates will improve the quality of machine translations, as well as help these services support more…

In the news | Provoca

Nesta terça-feira (22/3), Marcelo Tas conversa no Provoca com o engenheiro e pesquisador Rico Malvar. Antigo cientista-chefe no maior laboratório da Microsoft Research em Redmond, Washington, o convidado fala sobre sua história na empresa, o combate às fake news e…