Speech Emotion Recognition Using Quaternion Convolutional Neural Networks

31 October 2021

Papers citing "Speech Emotion Recognition Using Quaternion Convolutional Neural Networks"

13 / 13 papers shown

Title
PHemoNet: A Multimodal Network for Physiological Signals Eleonora Lopez A. Uncini Danilo Comminiello 120 1 0 13 Sep 2024
Improving Quaternion Neural Networks with Quaternionic Activation Functions Johannes Pöppelbaum Andreas Schwung 71 2 0 24 Jun 2024
Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing Huanbai Liu Fanlong Zhang Yin Tan Lian Huang Yan Li Guoheng Huang Shenghong Luo An Zeng 38 2 0 25 May 2024
Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning Danilo Comminiello Eleonora Grassucci Danilo P. Mandic A. Uncini HAI AI4CE 88 2 0 11 May 2024
Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation Johannes Pöppelbaum Andreas Schwung AI4TS 103 1 0 18 Mar 2024
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 108 5 0 17 Jul 2023
cross-modal fusion techniques for utterance-level emotion recognition from text and speech Jiacheng Luo Huy P Phan Joshua Reiss 68 12 0 05 Feb 2023
deep learning of segment-level feature representation for speech emotion recognition in conversations Jiacheng Luo Huy P Phan Joshua Reiss 80 3 0 05 Feb 2023
Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition Jiaxin Ye Xin-Cheng Wen Yujie Wei Yong-mei Xu Kunhong Liu Hongming Shan 57 63 0 14 Nov 2022
Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms Junghun Kim Yoojin An Jihie Kim 61 13 0 21 Aug 2022
Learning Speech Emotion Representations in the Quaternion Domain E. Guizzo Tillman Weyde Simone Scardapane Danilo Comminiello 63 18 0 05 Apr 2022
An Ensemble 1D-CNN-LSTM-GRU Model with Data Augmentation for Speech Emotion Recognition Md. Rayhan Ahmed Salekul Islam Ph. D A. Muzahidul Islam Ph. D Swakkhar Shatabda Ph. D 76 111 0 10 Dec 2021
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions Eleonora Grassucci Aston Zhang Danilo Comminiello 85 37 0 08 Oct 2021