Representation transfer learning from deep end-to-end speech recognition networks for the classification of health states from speech

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

(2018) Shiqing Zhang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Deep spatio-temporal feature fusion with compact bilinear pooling for multimodal emotion recognition

(2018) Dung Nguyen et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Speech analysis for health: Current state-of-the-art and the increasing impact of deep learning

(2018) Nicholas Cummins et al.   METHODS

End-to-End Multimodal Emotion Recognition Using Deep Neural Networks

(2017) Panagiotis Tzirakis et al.   IEEE Journal of Selected Topics in Signal Processing

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

I Hear You Eat and Speak: Automatic Recognition of Eating Condition and Food Type, Use-Cases, and Impact on ASR Performance

(2016) Simone Hantke et al.   PLoS One

Automatic Ingestion Monitor: A Novel Wearable Device for Monitoring of Ingestive Behavior

(2014) Juan M. Fontana et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks

(2014) Qirong Mao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Intoxicated speech detection: A fusion framework with speaker-normalized hierarchical functionals and GMM supervectors

(2012) Daniel Bone et al.   COMPUTER SPEECH AND LANGUAGE

Medium-term speaker states—A review on intoxication, sleepiness and the first challenge

(2012) Björn Schuller et al.   COMPUTER SPEECH AND LANGUAGE

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Alcohol language corpus: the first public corpus of alcoholized German speech

(2011) Florian Schiel et al.   Language Resources and Evaluation