Research Tools: code, datasets, & models

Translator helps you read messages in your preferred language across devices.

Translate voice and text in all Microsoft Translator supported languages, using the world’s first Deep Neural Network-powered offline packs to translate even when you are not connected to the internet.

Presentation Translator is a PowerPoint add-in that lets you add live subtitles to your presentation, and translate the text in your PowerPoint document.

nlg-eval Evaluation code for various unsupervised automated metrics for NLG (Natural Language Generation). It takes as input a hypothesis file, and one or more references files and outputs values of metrics. Rows across these files…

Code Talk is a step towards making programming IDEs more accessible. The plugin currently concentrates on three main aspects of programming: glanceability, real-time error information, and accessible debugging. CodeTalk is currently available for Visual Studio.…

Hybrid Reward Architecture (HRA) code for the first experiment in the paper located at https://arxiv.org/abs/1706.04208 (opens in new tab).

P family of languages, compilers and runtimes.

Neural Phrase-based Machine Translation (NPMT) explicitly models the phrase structures in output sequences using Sleep-WAke Networks (SWAN), a recently proposed segmentation-based sequence modeling method. To mitigate the monotonic alignment requirement of SWAN, we introduce a…

Microsoft Hands-Free Sound Machine is a WPF XAML application that works with a number of Tobii eye tracking devices and leverages the audio and MIDI APIs in Windows 10 to play both sampled audio and…

MMdnn is a comprehensive, cross-framework solution to convert, visualize and diagnosis deep neural network models. The “MM” in MMdnn stands for model management and “dnn” is an acronym for deep neural network. Basically, it converts…