BLSTM and CNN Stacking Architecture for Speech Emotion Recognition

Attention-LSTM-Attention Model for Speech Emotion Recognition and Analysis of IEMOCAP Database

(2020) Yeonguk Yu et al.   Electronics

Exploiting the Potentialities of Features for Speech Emotion Recognition

(2020) Dongdong Li et al.   INFORMATION SCIENCES

MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach

(2020) Mustaqeem et al.   EXPERT SYSTEMS WITH APPLICATIONS

Hierarchical attention based long short-term memory for Chinese lyric generation

(2018) Xing Wu et al.   APPLIED INTELLIGENCE

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

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

Effective hate-speech detection in Twitter data using recurrent neural networks

(2018) Georgios K. Pitsilis et al.   APPLIED INTELLIGENCE

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

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

Evaluating deep learning architectures for Speech Emotion Recognition

(2017) Haytham M. Fayek et al.   NEURAL NETWORKS

A Pairwise Algorithm Using the Deep Stacking Network for Speech Separation and Pitch Estimation

(2016) Xueliang Zhang et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Deep learning

(2015) Yann LeCun et al.   NATURE

Emotion recognition from speech signals via a probabilistic echo-state network

(2015) Edmondo Trentin et al.   PATTERN RECOGNITION LETTERS

Acoustic classification and segmentation using modified spectral roll-off and variance-based features

(2012) Marko Kos et al.   DIGITAL SIGNAL PROCESSING

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

Automatic speech emotion recognition using modulation spectral features

(2010) Siqing Wu et al.   SPEECH COMMUNICATION

Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications

(2010) Rafael A Calvo et al.   IEEE Transactions on Affective Computing

Analytical Features: A Knowledge-Based Approach to Audio Feature Generation

(2009) François Pachet et al.   Journal on Audio Speech and Music Processing

IEMOCAP: interactive emotional dyadic motion capture database

(2008) Carlos Busso et al.   Language Resources and Evaluation