Multitask Learning from Augmented Auxiliary Data for Improving Speech
Emotion Recognition

Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition

12 July 2022

Björn W. Schuller

Papers citing "Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition"

16 / 16 papers shown

Title
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 35 0 0 21 Mar 2024
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks Gokul S Krishnan Sarala Padi Craig S. Greenberg Balaraman Ravindran Dinesh Manoch Ram D.Sriram 43 2 0 04 Dec 2023
Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation Chung-Soo Ahn Jagath Rajapakse Rajib Rana 19 0 0 07 Oct 2023
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition Ziyang Ma Wen Wu Zhisheng Zheng Yiwei Guo Qian Chen Shiliang Zhang Xie Chen 27 15 0 19 Sep 2023
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models Zixing Zhang Liyizhe Peng Tao Pang Jing Han Huan Zhao Bjorn W. Schuller 37 13 0 21 Aug 2023
CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition Jiang Li Xiaoping Wang Yingjian Liu Zhigang Zeng 29 16 0 28 Jul 2023
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers S. Latif Muhammad Usama Mohammad Ibrahim Malik Björn W. Schuller 48 17 0 12 Jul 2023
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers Syed Muhammad talha Zaidi S. Latif Junaid Qadir 34 8 0 23 Jun 2023
Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review Elias Hossain R. Rana N. Higgins J. Soar P. Barua Anthony R. Pisani Ph. D K. Turner 28 182 0 22 Jun 2023
Enhancing Speech Emotion Recognition Through Differentiable Architecture Search Thejan Rajapakshe R. Rana Sara Khalifa Berrak Sisman Björn Schuller 23 2 0 23 May 2023
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model Ibrahim Malik S. Latif Raja Jurdak Björn Schuller DiffM 22 9 0 19 May 2023
Generative Emotional AI for Speech Emotion Recognition: The Case for Synthetic Emotional Speech Augmentation Abdullah Shahid S. Latif Junaid Qadir 28 23 0 10 Jan 2023
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 44 73 0 01 Jan 2021
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 75 190 0 12 Feb 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016