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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…