3 papers
cs.SD2019
Interactive Lungs Auscultation with Reinforcement Learning Agent
Tomasz Grzywalski, Riccardo Belluzzo, Szymon Drgas +2
To perform a precise auscultation for the purposes of examination of respiratory system normally requires the presence of an experienced doctor. With most recent advances in machin…
cs.SD2018
Parameterization of Sequence of MFCCs for DNN-based voice disorder detection
Tomasz Grzywalski, Adam Maciaszek, Adam Biniakowski +8
In this article a DNN-based system for detection of three common voice disorders (vocal nodules, polyps and cysts; laryngeal neoplasm; unilateral vocal paralysis) is presented. The…
cs.LG2018
Using recurrences in time and frequency within U-net architecture for speech enhancement
Tomasz Grzywalski, Szymon Drgas
When designing fully-convolutional neural network, there is a trade-off between receptive field size, number of parameters and spatial resolution of features in deeper layers of th…