Self-Supervised learning with cross-modal transformers for emotion
recognition

Self-Supervised learning with cross-modal transformers for emotion recognition

20 November 2020

Srinivas Parthasarathy

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Papers citing "Self-Supervised learning with cross-modal transformers for emotion recognition"

15 / 15 papers shown

Title
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 69 3 0 24 Oct 2024
Progressive Residual Extraction based Pre-training for Speech Representation Learning Tianrui Wang Jin Li Ziyang Ma Rui Cao Xie Chen ... Meng Ge Xiaobao Wang Yuguang Wang Jianwu Dang Nyima Tashi SSL 121 0 0 31 Aug 2024
Heterogeneous Space Fusion and Dual-Dimension Attention: A New Paradigm for Speech Enhancement Tao Zheng Liejun Wang Yinfeng Yu 102 1 0 13 Aug 2024
Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition Marah Halawa Florian Blume Pia Bideau Martin Maier Rasha Abdel Rahman Olaf Hellwich CVBM 64 2 0 16 Apr 2024
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals Juan Vazquez-Rodriguez G. Lefebvre Julien Cumin James L. Crowley 106 12 0 22 Dec 2022
A survey on Self Supervised learning approaches for improving Multimodal representation learning Naman Goyal SSL 41 2 0 20 Oct 2022
Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition Yuxuan Shu Xiao Gu Guangyao Yang Benny Lo SSL 107 18 0 08 Oct 2022
Multimodal and Crossmodal AI for Smart Data Analysis Minh-Son Dao 57 3 0 03 Sep 2022
Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss Riccardo Franceschini Enrico Fini Cigdem Beyan Alessandro Conti F. Arrigoni Elisa Ricci SSL OffRL 79 16 0 23 Jul 2022
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak Björn Schuller 122 50 0 19 Apr 2022
Transformer-Based Self-Supervised Learning for Emotion Recognition Juan Vazquez-Rodriguez G. Lefebvre Julien Cumin James L. Crowley 88 25 0 08 Apr 2022
CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations Vin Sachidananda Shao-Yen Tseng Erik Marchi S. Kajarekar P. Georgiou 79 9 0 08 Feb 2022
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity Pritam Sarkar Ali Etemad SSL 86 11 0 09 Nov 2021
TEASEL: A Transformer-Based Speech-Prefixed Language Model Mehdi Arjmand M. Dousti H. Moradi 69 18 0 12 Sep 2021
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 165 374 0 25 Oct 2019