1 code implementation • 21 Oct 2020 • Ha Thi Phuong Thao, Balamurali B. T., Dorien Herremans, Gemma Roig
In this work, we propose different variants of the self-attention based network for emotion prediction from movies, which we call AttendAffectNet.
1 code implementation • 1 Oct 2019 • Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans
When reducing the training data to only using the train set, our method results in 309 confusions for the Multi-target speaker identification task, which is 46% better than the baseline model.
2 code implementations • 4 Dec 2018 • Kin Wah Edward Lin, Balamurali B. T., Enyan Koh, Simon Lui, Dorien Herremans
We present a unique neural network approach inspired by a technique that has revolutionized the field of vision: pixel-wise image classification, which we combine with cross entropy loss and pretraining of the CNN as an autoencoder on singing voice spectrograms.