An index of datasets, SDKs, APIs and other open source code created by Microsoft researchers and shared with the broader academic community. We also maintain a collection highlighting some of the tools you’ll find here.
Microsoft Speech Corpus (Indian languages) release contains conversational and phrasal speech training and test data for Telugu, Tamil and Gujarati languages. The data package includes audio and corresponding transcripts. Data provided in this dataset shall…
TensorWatch is a comprehensive library of tools to debug and monitor training phase for Deep Learning and Reinforcement Learning models as well as perform analysis on trained models. TensorWatch is a debugging and visualization tool…
SPTAG (Space Partition Tree And Graph) is a library for large scale vector approximate nearest neighbor search scenario. It assumes that the samples are represented as vectors and that the vectors can be compared by…
A Python package that implements a variety of algorithms that mitigate unfairness in supervised machine learning.
The Embedded Learning Library (ELL) allows you to design and deploy intelligent machine-learned models onto resource constrained platforms and small single-board computers, like Raspberry Pi, Arduino, and micro:bit. The deployed models run locally, without requiring…
We introduce the Microsoft Information-Seeking Conversation data (MISC), a set of recordings of information-seeking conversations between human “seekers” and “intermediaries”. MISC includes audio and video signals; transcripts of conversation; affectual and physiological signals; recordings of…
The RoomAlive Toolkit enables creation of dynamic projection mapping experiences. This toolkit has been in internal use at Microsoft Research for several years and has been used in a variety of interactive projection mapping projects…
