Audio signal processing has experienced rapid evolution in recent years, driven largely by developments in deep learning. Modern approaches now harness neural network architectures to extract ...

Genomic signal processing (GSP) is an interdisciplinary field that integrates methodologies from digital signal processing with genomics to elucidate the underlying structure of DNA. Central to this ...

Support vector machines improve classification by mapping inseparable signals into higher-dimensional spaces. Random forest models, through ensemble decision trees, increase robustness against ...

Future 6G wireless networks will not only transmit data but will also be able to sense and understand their surrounding environment using the same radio signals. This PhD project will develop new ...

Richard G. Baraniuk, the C. Sidney Burrus Professor of Electrical and Computer Engineering at Rice University (Photo credit: Brandon Martin/Rice University). Richard G. Baraniuk, the C. Sidney Burrus ...