Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks,
and Cross-corpus Setting for Speech Emotion Recognition

Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition

18 May 2020

Björn W. Schuller

Papers citing "Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition"

16 / 16 papers shown

Title
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 16 14 0 19 Sep 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Erik Cambria Björn W. Schuller LM&MA AuLLM 29 36 0 24 Aug 2023
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers Syed Muhammad talha Zaidi S. Latif Junaid Qadir 17 8 0 23 Jun 2023
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model Ibrahim Malik S. Latif Raja Jurdak Björn Schuller DiffM 17 9 0 19 May 2023
TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion Recognition Tiantian Feng Rajat Hebbar Shrikanth Narayanan 28 7 0 18 May 2023
Generative Emotional AI for Speech Emotion Recognition: The Case for Synthetic Emotional Speech Augmentation Abdullah Shahid S. Latif Junaid Qadir 16 22 0 10 Jan 2023
AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path S. Latif Hafiz Shehbaz Ali Muhammad Usama R. Rana Björn Schuller Junaid Qadir 22 13 0 14 Nov 2022
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak Björn W. Schuller 20 21 0 12 Jul 2022
MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition Andreas Psaroudakis D. Kollias 14 36 0 09 May 2022
Real-time Speech Emotion Recognition Based on Syllable-Level Feature Extraction Aziz Ur Rehman Zhentao Liu Min Wu Weihua Cao Chengchong Jia 11 7 0 25 Apr 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 30 47 0 19 Apr 2022
CTA-RNN: Channel and Temporal-wise Attention RNN Leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition Chengxin Chen Pengyuan Zhang AI4TS 9 10 0 31 Mar 2022
End-to-End Speech Emotion Recognition: Challenges of Real-Life Emergency Call Centers Data Recordings Théo Deschamps-Berger L. Lamel Laurence Devillers 28 27 0 28 Oct 2021
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition Maurice Gerczuk Shahin Amiriparian Sandra Ottl Björn Schuller 19 53 0 10 Mar 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 32 73 0 01 Jan 2021
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,813 0 08 Jul 2016