Search Results for author: Behrouz Haji Soleimani

Found 3 papers, 0 papers with code

Multimodal Deep Learning for Mental Disorders Prediction from Audio Speech Samples

no code implementations3 Sep 2019 Habibeh Naderi, Behrouz Haji Soleimani, Stan Matwin

We use several state-of-the-art embedding techniques including BERT, FastText, and Doc2VecC for the text representation learning and WaveNet and VGG-ish models for audio encoding.

Multimodal Deep Learning Representation Learning +1

Efficient Neural Task Adaptation by Maximum Entropy Initialization

no code implementations25 May 2019 Farshid Varno, Behrouz Haji Soleimani, Marzie Saghayi, Lisa Di Jorio, Stan Matwin

Transferring knowledge from one neural network to another has been shown to be helpful for learning tasks with few training examples.

Transfer Learning

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