Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Deep Learning-Based Drivers Emotion Classification System in Time Series Data for Remote Applications

(2020) Rizwan Ali Naqvi et al.   Remote Sensing

Speech emotion recognition with deep convolutional neural networks

(2020) Dias Issa et al.   Biomedical Signal Processing and Control

Memento

(2019) Shiqi Jiang et al.   ACM Transactions on Sensor Networks

Image Encryption Based on Pixel-Level Diffusion with Dynamic Filtering and DNA-Level Permutation with 3D Latin Cubes

(2019) Taiyong Li et al.   Entropy

Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank

(2019) Xialei Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Three-way confusion matrix for classification: A measure driven view

(2019) Jianfeng Xu et al.   INFORMATION SCIENCES

Discriminating Emotions in the Valence Dimension from Speech Using Timbre Features

(2019) Anvarjon Tursunov et al.   Applied Sciences-Basel

Prominence features: Effective emotional features for speech emotion recognition

(2018) Shaoling Jing et al.   DIGITAL SIGNAL PROCESSING

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

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

A Review of Emotion Recognition Using Physiological Signals

(2018) Lin Shu et al.   SENSORS

3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition

(2018) Mingyi Chen et al.   IEEE SIGNAL PROCESSING LETTERS

Speech emotion recognition using deep 1D & 2D CNN LSTM networks

(2018) Jianfeng Zhao et al.   Biomedical Signal Processing and Control

A novel feature selection method for speech emotion recognition

(2018) Turgut Özseven   APPLIED ACOUSTICS

Time series feature learning with labeled and unlabeled data

(2018) Haishuai Wang et al.   PATTERN RECOGNITION

Learning Shapelet Patterns from Network-Based Time Series

(2018) Haishuai Wang et al.   IEEE Transactions on Industrial Informatics

Design of image cipher using block-based scrambling and image filtering

(2017) Zhongyun Hua et al.   INFORMATION SCIENCES

Deep features-based speech emotion recognition for smart affective services

(2017) Abdul Malik Badshah et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Evaluating deep learning architectures for Speech Emotion Recognition

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

Emotion Recognition from Chinese Speech for Smart Affective Services Using a Combination of SVM and DBN

(2017) Lianzhang Zhu et al.   SENSORS

An improved method to construct basic probability assignment based on the confusion matrix for classification problem

(2016) Xinyang Deng et al.   INFORMATION SCIENCES

SVM or deep learning? A comparative study on remote sensing image classification

(2016) Peng Liu et al.   SOFT COMPUTING

Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability

(2015) Mimma Nardelli et al.   IEEE Transactions on Affective Computing

Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks

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

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Survey on speech emotion recognition: Features, classification schemes, and databases

(2010) Moataz El Ayadi et al.   PATTERN RECOGNITION

IEMOCAP: interactive emotional dyadic motion capture database

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