Algorithms
Building multimodal, integrative AI systems with Platform for Situated Intelligence
In the last decade, we’ve seen fast-paced progress in many individual AI areas, such as computer vision, speech, and machine translation. However, anyone who’s tried bringing multiple AI technologies together in end-to-end systems designed for…
Building multimodal, integrative AI systems with Platform for Situated Intelligence webinar
In this webinar, Dan Bohus, a Senior Principal Researcher in the Perception and Interaction Group at Microsoft Research, will introduce Platform for Situated Intelligence, an open-source framework that aims to address these challenges and accelerate and…
DiskANN
This release contains the code for the DiskANN algorithm that enables scalable and efficient ANNS indices. DiskANN uses primarily uses an SSD-based index to scale to an order of magnitude more points compared to in-memory…
Forest Sound Scene Simulation and Bird Localization with Distributed Microphone Arrays
Audio-based wildlife monitoring is an important method for studying animal habitations and for the conservation of animal species and ecosystems. In this work, we have developed a highly efficient and scalable forest acoustics simulation algorithm,…
