Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information

29 March 2022

Chen Chen

Papers citing "Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information"

34 / 34 papers shown

Title
Leveraging Label Potential for Enhanced Multimodal Emotion Recognition Xuechun Shao Yinfeng Yu Liejun Wang 24 0 0 07 Apr 2025
Large Language Models Meet Contrastive Learning: Zero-Shot Emotion Recognition Across Languages Heqing Zou Fengmao Lv Desheng Zheng E. Chng D. Rajan 34 0 0 25 Mar 2025
Qieemo: Speech Is All You Need in the Emotion Recognition in Conversations Jinming Chen Jingyi Fang Yuanzhong Zheng Yaoxuan Wang Haojun Fei 47 0 0 05 Mar 2025
Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition Jiaqi Zhao Fei Wang Kun Li Yanyan Wei Shengeng Tang Shu Zhao Xiao Sun Mamba 104 2 0 22 Dec 2024
End-to-End Integration of Speech Emotion Recognition with Voice Activity Detection using Self-Supervised Learning Features Natsuo Yamashita Masaaki Yamamoto Y. Kawaguchi 21 0 0 17 Oct 2024
Two-stage Framework for Robust Speech Emotion Recognition Using Target Speaker Extraction in Human Speech Noise Conditions Jinyi Mi Xiaohan Shi D. Ma Jiajun He Takuya Fujimura Tomoki Toda 20 0 0 29 Sep 2024
PCQ: Emotion Recognition in Speech via Progressive Channel Querying Xincheng Wang Liejun Wang Yinfeng Yu Xinxin Jiao 19 0 0 17 Jul 2024
Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning Arnav Goel Medha Hira Anubha Gupta 19 0 0 13 Jun 2024
MFHCA: Enhancing Speech Emotion Recognition Via Multi-Spatial Fusion and Hierarchical Cooperative Attention Xinxin Jiao Liejun Wang Yinfeng Yu 19 6 0 21 Apr 2024
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition Thejan Rajapakshe R. Rana Sara Khalifa Berrak Sisman Bjorn W. Schuller Carlos Busso AI4TS 20 0 0 21 Mar 2024
Beyond the Labels: Unveiling Text-Dependency in Paralinguistic Speech Recognition Datasets Jan Pevsán Santosh Kesiraju Lukávs Burget JanHonza'' vCernocký 17 0 0 12 Mar 2024
CochCeps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-based Masking for Speech Emotion Recognition Ioannis Ziogas Hessa Alfalahi A. Khandoker L. Hadjileontiadis 22 0 0 10 Feb 2024
A Multi-Task, Multi-Modal Approach for Predicting Categorical and Dimensional Emotions Alex-Răzvan Ispas Théo Deschamps-Berger Laurence Devillers 40 1 0 31 Dec 2023
TIA: A Teaching Intonation Assessment Dataset in Real Teaching Situations Shuhua Liu Chunyu Zhang Binshuai Li Niantong Qin Huanting Cheng Huayu Zhang 16 0 0 14 Dec 2023
Test-Time Training for Speech Sri Harsha Dumpala Chandramouli Shama Sastry Sageev Oore 25 1 0 19 Sep 2023
Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations Debaditya Shome Ali Etemad 17 5 0 09 Sep 2023
Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition Xuechen Wang Shiwan Zhao Yong Qin 17 6 0 31 Aug 2023
Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition Weidong Chen Xiaofen Xing Peihao Chen Xiangmin Xu VLM 23 34 0 20 Jul 2023
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition Haiyang Sun Fulin Zhang Yingying Gao Zheng Lian Shilei Zhang Junlan Feng 14 4 0 12 Jun 2023
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning Heqing Zou Meng Shen Chen Chen Yuchen Hu D. Rajan Chng Eng Siong SSL 29 15 0 16 May 2023
Learning Robust Self-attention Features for Speech Emotion Recognition with Label-adaptive Mixup Lei Kang Lichao Zhang Dazhi Jiang 9 6 0 07 May 2023
Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP Nikolaos Antoniou Athanasios Katsamanis Theodoros Giannakopoulos Shrikanth Narayanan 11 17 0 03 Apr 2023
hierarchical network with decoupled knowledge distillation for speech emotion recognition Ziping Zhao Haiquan Wang Haishuai Wang Bjorn Schuller 6 5 0 09 Mar 2023
DWFormer: Dynamic Window transFormer for Speech Emotion Recognition Shuaiqi Chen Xiaofen Xing Weibin Zhang Weidong Chen Xiangmin Xu 19 15 0 03 Mar 2023
DST: Deformable Speech Transformer for Emotion Recognition Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 25 21 0 27 Feb 2023
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 17 38 0 27 Feb 2023
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations Siyuan Shen Feng Liu Aimin Zhou 19 15 0 26 Feb 2023
Disentangling Prosody Representations with Unsupervised Speech Reconstruction Leyuan Qu Taiha Li C. Weber Theresa Pekarek-Rosin F. Ren S. Wermter 16 8 0 14 Dec 2022
Improving Speech Emotion Recognition with Unsupervised Speaking Style Transfer Leyuan Qu Wei Wang C. Weber F. Ren Taiha Li S. Wermter 13 1 0 16 Nov 2022
EmoFake: An Initial Dataset for Emotion Fake Audio Detection Yan Zhao Jiangyan Yi J. Tao Chenglong Wang Xiaohui Zhang Yongfeng Dong 6 9 0 10 Nov 2022
Distribution-based Emotion Recognition in Conversation Wen Wu C. Zhang P. Woodland 19 4 0 09 Nov 2022
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning Yi Chang Zhao Ren Thanh Tam Nguyen Kun Qian Björn W. Schuller 19 5 0 26 Oct 2022
Meta Transfer Learning for Emotion Recognition Dung Nguyen S. Sridharan Duc Thanh Nguyen Simon Denman David Dean Clinton Fookes 12 14 0 23 Jun 2020
Multi-Time-Scale Convolution for Emotion Recognition from Speech Audio Signals E. Guizzo Tillman Weyde Jack Barnett Leveson 46 35 0 06 Mar 2020