Research Tools: code, datasets, & models
Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
“I am borrowing ya mixing?” An Analysis of English-Hindi Code Mixing in Facebook
Code-Mixing is a frequently observed phenomenon in social media content generated by multi-lingual users. The processing of such data for linguistic analysis as well as computational modelling is challenging due to the linguistic complexity resulting…
Spectrogram Inversion Toolbox
The Spectrogram Inversion Toolbox allows one to create spectrograms from audio, and, more importantly, estimate the audio that generates any given spectrogram. This is useful because often one wants to think about, and modify sounds…
Foveated 3D Graphics
This download represents the source code supporting the 2012 SIGGRAPH paper, “Foveated 3D Graphics”, available at http://research.microsoft.com. Dependencies on any specific gaze tracker have been removed, and replaced by function stubs which track the mouse…
Structured Edge Detection Toolbox
Very fast edge detector (up to 60 fps depending on parameter settings) that achieves excellent accuracy. Can serve as input to any vision algorithm requiring high quality edge maps. Toolbox also includes the Edge Boxes…
Discussion Graph Tool
Discussion Graph Tool (DGT) simplifies social media analysis by making it easy to extract high-level features and co-occurrence relationships from raw data. With just 3-4 simple lines of script, you can load your social media…