55 citations · 186 across the 31 of their papers we have counts for
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cs.LG2020
Anti-Transfer Learning for Task Invariance in Convolutional Neural Networks for Speech Processing
Eric Guizzo, Tillman Weyde, Giacomo Tarroni
We introduce the novel concept of anti-transfer learning for speech processing with convolutional neural networks. While transfer learning assumes that the learning process for a t…
eess.AS2020
Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals
Eric Guizzo, Tillman Weyde, Jack Barnett Leveson
Robustness against temporal variations is important for emotion recognition from speech audio, since emotion is ex-pressed through complex spectral patterns that can exhibit signif…
cs.LG2020★ 3 cited
Weight Priors for Learning Identity Relations
Radha Kopparti, Tillman Weyde
Learning abstract and systematic relations has been an open issue in neural network learning for over 30 years. It has been shown recently that neural networks do not learn relatio…