Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Project
Suphx: The World Best Mahjong AI
We design an AI for Mahjong, named Suphx, based on deep reinforcement learning with some newly introduced techniques including global reward prediction, oracle guiding, and run-time policy adaptation.
Project
Pre-training
We are working on pre-trained language model, including new pre-training method, pre-trained model compression, pre-training for other tasks including speech and music. Our Papers Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun…
Project
AI Music
Muzic is a research project on AI music that empowers music understanding and generation with deep learning and artificial intelligence. Muzic is pronounced as [ˈmjuːzeik] and ‘谬贼客’ (in Chinese). Besides the logo in image version…
Video
Camera-based non-contact health sensing webinar
The SARS-CoV-2 (COVID-19) pandemic is transforming the face of healthcare around the world. One example of this transformation can be seen in the number of medical appointments held via teleconference, which has increased by more…
Project
Text to Speech
We are working on neural network based text to speech (TTS). including acoustic model, vocoder, frontend, and end-to-end text-to-wave model. Our research works have been transferred in Microsoft Azure TTS service to improve the product…
Webinar
Camera-based non-contact health sensing webinar
In this webinar, Microsoft Principal Researcher Daniel McDuff and University of Washington PhD student Xin Liu will present an overview of computer vision methods that leverage ordinary webcams to measure physiological signals (for example, peripheral…
Project
Physiological Sensing
Our neural physiological sensing algorithms combine accuracy with computational efficiency so that we can enable on device measurement, even using a cellphone.
Group
Precision Population Health
Microsoft’s Population Health Group seeks to improve population health and healthcare delivery through an equity lens by using big data, advanced machine learning, and casual inference techniques.
Video
Teaching and learning for neurodiverse students
Day 3 | November 19, 2020 Theme: Unblocking the Pipeline from Education to Employment Beth Rosenberg, Tech Kids Unlimited @Ability Project/NYU The Accessible Computer Science Education Fall Workshop was hosted by Microsoft, University of Washington…
