Publications

Neri E Cibau, Enrique M Albornoz, and Hugo L Rufiner. Speech emotion recognition using a deep autoencoder. Proceedings of the XV Reunión de Trabajo en Procesamiento de la Información y Control (RPIC 2013), San Carlos de Bariloche, 2013. [PUMA: Emo-DB, Multilayer autoencoder, classification emotion perceptron, recognition, speech]

Li Deng, Michael L Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, and Geoff Hinton. Binary coding of speech spectrograms using a deep auto-encoder. Eleventh Annual Conference of the International Speech Communication Association, 2010. [PUMA: autoencoder, binary coding, spectrogram]

Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, and Carol Espy-Wilson. Adversarial Auto-encoders for Speech Based Emotion Recognition. Proc. Interspeech, 1243--1247, 2017. [PUMA: IEMOCAP, adversarial auto-encoder, autoencoder, data generation generative models,]

Siddique Latif, Rajib Rana, Junaid Qadir, and Julien Epps. Variational Autoencoders for Learning Latent Representations of Speech Emotion. arXiv preprint arXiv:1712.08708, 2017. [PUMA: Emotion IEMOCAP Recognition, auto-encoder, autoencoder, learning, representation variational]

Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly, Ian Goodfellow, and Brendan Frey. Adversarial autoencoders. arXiv preprint arXiv:1511.05644, 2015. [PUMA: GAN, adversarial auto-encoder, autoencoder, dimensionality generative models, reduction semi-supervised, unsupervised, variational]