A multimodal hierarchical approach to speech emotion recognition from audio and text

Sentiment Analysis and Topic Recognition in Video Transcriptions

(2021) Lukas Stappen et al.   IEEE INTELLIGENT SYSTEMS

Speech emotion recognition using fusion of three multi-task learning-based classifiers: HSF-DNN, MS-CNN and LLD-RNN

(2020) Zengwei Yao et al.   SPEECH COMMUNICATION

Deep reinforcement learning for robust emotional classification in facial expression recognition

(2020) Huadong Li et al.   KNOWLEDGE-BASED SYSTEMS

EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network

(2020) Heng Cui et al.   KNOWLEDGE-BASED SYSTEMS

3D CNN-Based Speech Emotion Recognition Using K-Means Clustering and Spectrograms

(2019) Noushin Hajarolasvadi et al.   Entropy

Fuzzy commonsense reasoning for multimodal sentiment analysis

(2019) Iti Chaturvedi et al.   PATTERN RECOGNITION LETTERS

Bagged support vector machines for emotion recognition from speech

(2019) Anjali Bhavan et al.   KNOWLEDGE-BASED SYSTEMS

Speech Emotion Classification Using Attention-Based LSTM

(2019) Yue Xie et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers

(2019) Mehmet Berkehan Akçay et al.   SPEECH COMMUNICATION

Audiovisual emotion recognition in wild

(2018) Egils Avots et al.   MACHINE VISION AND APPLICATIONS

Speech emotion recognition based on feature selection and extreme learning machine decision tree

(2018) Zhen-Tao Liu et al.   NEUROCOMPUTING

Speech emotion recognition based on an improved brain emotion learning model

(2018) Zhen-Tao Liu et al.   NEUROCOMPUTING

The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English

(2018) Steven R. Livingstone et al.   PLoS One

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

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

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

Spectrogram based multi-task audio classification

(2017) Yuni Zeng et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks

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

HMM Based Intermediate Matching Kernel for Classification of Sequential Patterns of Speech Using Support Vector Machines

(2013) A. D. Dileep et al.   IEEE Transactions on Audio Speech and Language Processing

Error Weighted Semi-Coupled Hidden Markov Model for Audio-Visual Emotion Recognition

(2011) Jen-Chun Lin et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Emotion recognition using a hierarchical binary decision tree approach

(2011) Chi-Chun Lee et al.   SPEECH COMMUNICATION

Exploring Fusion Methods for Multimodal Emotion Recognition with Missing Data

(2011) Johannes Wagner et al.   IEEE Transactions on Affective Computing

Multimodal Emotion Recognition in Response to Videos

(2011) M. Soleymani et al.   IEEE Transactions on Affective Computing

A novel hierarchical speech emotion recognition method based on improved DDAGSVM

(2010) Mao Qi-Rong et al.   Computer Science and Information Systems

Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection

(2009) C. Busso et al.   IEEE Transactions on Audio Speech and Language Processing