Heterogeneous bimodal attention fusion for speech emotion recognition

9 March 2025

Papers citing "Heterogeneous bimodal attention fusion for speech emotion recognition"

26 / 26 papers shown

Title
Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion Yuntao Shou Tao Meng Fuchen Zhang Nan Yin Keqin Li Mamba 67 22 0 27 Apr 2024
Learning Emotion Representations from Verbal and Nonverbal Communication Sitao Zhang Yimu Pan Jianmin Wang VLM 94 24 0 22 May 2023
cross-modal fusion techniques for utterance-level emotion recognition from text and speech Jiacheng Luo Huy P Phan Joshua Reiss 44 12 0 05 Feb 2023
M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation Ning Wang 50 13 0 05 May 2022
EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition Zaijing Li Fengxiao Tang Ming Zhao Yusen Zhu 73 99 0 25 Mar 2022
Audio Self-supervised Learning: A Survey Shuo Liu Adria Mallol-Ragolta Emilia Parada-Cabeleiro Kun Qian Xingshuo Jing Alexander Kathan Bin Hu Bjoern W. Schuller SSL 66 109 0 02 Mar 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 89 852 0 07 Feb 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 76 168 0 11 Oct 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 63 205 0 14 Jul 2021
Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings L. Pepino Pablo Riera Luciana Ferrer 46 360 0 08 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 820 29,167 0 26 Feb 2021
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations Deepanway Ghosal Navonil Majumder Alexander Gelbukh Rada Mihalcea Soujanya Poria 93 317 0 06 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 236 5,774 0 20 Jun 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 102 133 0 14 Mar 2020
Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model Yuxuan Zhao Xinyan Cao Jinlong Lin Dunshan Yu Xixin Cao 33 28 0 29 Nov 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 529 24,351 0 26 Jul 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 910 0 12 Jun 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences Yao-Hung Hubert Tsai Shaojie Bai Paul Pu Liang J. Zico Kolter Louis-Philippe Morency Ruslan Salakhutdinov 72 1,296 0 01 Jun 2019
Multitask learning for frame-level instrument recognition Yun-Ning Hung Yian Chen Yi-Hsuan Yang 116 33 0 03 Nov 2018
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations Navonil Majumder Soujanya Poria Devamanyu Hazarika Rada Mihalcea Alexander Gelbukh Min Zhang 64 718 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 98 1,065 0 05 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 642 130,942 0 12 Jun 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 76 635 0 29 Apr 2017
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 241 9,235 0 16 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 363 33,500 0 16 Oct 2013