42 citations · 107 across the 6 of their papers we have counts for
6 papers
ClearBuds: Wireless Binaural Earbuds for Learning-Based Speech Enhancement
Ishan Chatterjee, Maruchi Kim, Vivek Jayaram +4
We present ClearBuds, the first hardware and software system that utilizes a neural network to enhance speech streamed from two wireless earbuds. Real-time speech enhancement for w…
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing
Xin Liu, Yuntao Wang, Sinan Xie +4
Camera-based contactless photoplethysmography refers to a set of popular techniques for contactless physiological measurement. The current state-of-the-art neural models are typica…
RGB Camera-based Physiological Sensing: Challenges and Future Directions
Xin Liu, Shwetak Patel, Daniel McDuff
Numerous real-world applications have been driven by the recent algorithmic advancement of artificial intelligence (AI). Healthcare is no exception and AI technologies have great p…
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
Xin Liu, Brian L. Hill, Ziheng Jiang +2
Camera-based physiological measurement is a growing field with neural models providing state-the-art-performance. Prior research have explored various "end-to-end" models; however…
Intuitive and Ubiquitous Fever Monitoring Using Smartphones and Smartwatches
Joseph Breda, Shwetak Patel
Inside all smart devices, such as smartphones or smartwatches, there are thermally sensitive resistors known as thermistors which are used to monitor the temperature of the device.…
FRILL: A Non-Semantic Speech Embedding for Mobile Devices
Jacob Peplinski, Joel Shor, Sachin Joglekar +2
Learned speech representations can drastically improve performance on tasks with limited labeled data. However, due to their size and complexity, learned representations have limit…