Towards Speech Emotion Recognition "in the wild" using Aggregated Corpora and Deep Multi-Task Learning

Interspeech (Interspeech), 2017

13 August 2017

Papers citing "Towards Speech Emotion Recognition "in the wild" using Aggregated Corpora and Deep Multi-Task Learning"

27 / 27 papers shown

Title
Pareto Set Learning for Multi-Objective Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2025 Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 548 6 0 12 Jan 2025
Speaker Characterization by means of Attention Pooling Federico Costa Miquel India Javier Hernando 175 2 0 07 May 2024
GMP-TL: Gender-augmented Multi-scale Pseudo-label Enhanced Transfer Learning for Speech Emotion RecognitionSpoken Language Technology Workshop (SLT), 2024 Yu Pan Yuguang Yang Heng Lu Lei Ma Jianjun Zhao 163 1 0 03 May 2024
On the Efficacy and Noise-Robustness of Jointly Learned Speech Emotion and Automatic Speech RecognitionInterspeech (Interspeech), 2023 L. Bansal S. P. Dubagunta Malolan Chetlur Pushpak Jagtap A. Ganapathiraju 149 1 0 21 May 2023
Semi-supervised cross-lingual speech emotion recognitionExpert systems with applications (ESWA), 2022 Mirko Agarla Luigi Celona Simone Bianco Paolo Napoletano A. Petrovsky Flavio Piccoli Raimondo Schettini I. Shanin 252 23 0 14 Jul 2022
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion RecognitionIEEE Transactions on Affective Computing (IEEE TAC), 2022 S. Latif R. Rana Sara Khalifa Raja Jurdak Björn W. Schuller 147 34 0 12 Jul 2022
A cross-corpus study on speech emotion recognitionAutomatic Speech Recognition & Understanding (ASRU), 2019 R. Milner Md. Asif Jalal Raymond W. M. Ng Thomas Hain 76 32 0 05 Jul 2022
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion RecognitionIEEE Transactions on Affective Computing (IEEE TAC), 2022 S. Latif R. Rana Sara Khalifa Raja Jurdak Björn Schuller 176 63 0 19 Apr 2022
An Ensemble 1D-CNN-LSTM-GRU Model with Data Augmentation for Speech Emotion Recognition Md. Rayhan Ahmed Salekul Islam Ph. D A. Muzahidul Islam Ph. D Swakkhar Shatabda Ph. D 182 151 0 10 Dec 2021
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots T. Beelen E. Velner R. Ordelman K. Truong V. Evers T. Huibers 85 8 0 15 Jun 2021
Speaking of Trust -- Speech as a Measure of Trust E. Velner K. Truong V. Evers HILM 86 3 0 12 Apr 2021
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion RecognitionIEEE Transactions on Affective Computing (TAC), 2021 Maurice Gerczuk Shahin Amiriparian Sandra Ottl Björn Schuller 146 70 0 10 Mar 2021
Disentanglement for audio-visual emotion recognition using multitask setupIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Raghuveer Peri Srinivas Parthasarathy Charles Bradshaw Shiva Sundaram 123 14 0 11 Feb 2021
Meta Transfer Learning for Emotion Recognition Dung Nguyen Sridha Sridharan Duc Thanh Nguyen Akila Pemasiri David Dean Clinton Fookes 127 18 0 23 Jun 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 315 87 0 02 Jan 2020
Pareto Multi-Task LearningNeural Information Processing Systems (NeurIPS), 2019 Xi Lin Hui-Ling Zhen Zhenhua Li Qingfu Zhang Sam Kwong 189 398 0 30 Dec 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion RecognitionInterspeech (Interspeech), 2019 Zheng Lian Jianhua Tao Yinan Han Jian Huang SSL 125 18 0 24 Oct 2019
Speech Emotion Recognition via Contrastive Loss under Siamese Networks Zheng Lian Ya Li Jianhua Tao Jian Huang 108 57 0 23 Oct 2019
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion RecognitionIEEE Transactions on Affective Computing (TAC), 2019 S. Latif R. Rana Sara Khalifa Raja Jurdak J. Epps Björn W. Schuller 284 111 0 13 Jul 2019
Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG) John Gideon M. McInnis E. Provost 208 111 0 28 Mar 2019
Multimodal Speech Emotion Recognition Using Audio and Text Seunghyun Yoon Seokhyun Byun Kyomin Jung 185 334 0 10 Oct 2018
End-to-end Multimodal Emotion and Gender Recognition with Dynamic Joint Loss Weights Myungsu Chae Tae-Ho Kim Younghoon Shin June-Woo Kim Soo-Young Lee CVBM 108 5 0 04 Sep 2018
ASR-based Features for Emotion Recognition: A Transfer Learning Approach Noé Tits Kevin El Haddad Thierry Dutoit 334 30 0 23 May 2018
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes Srinivas Parthasarathy John H. L. Hansen 120 47 0 28 Apr 2018
Learning Spontaneity to Improve Emotion Recognition In Speech K. Mangalam T. Guha 203 17 0 12 Dec 2017
Planning Based System for Child-Robot Interaction in Dynamic Play Environments V. Charisi Bram Ridder Jaebok Kim V. Evers 48 0 0 21 Aug 2017
Learning spectro-temporal features with 3D CNNs for speech emotion recognitionAffective Computing and Intelligent Interaction (ACII), 2017 Jaebok Kim K. Truong G. Englebienne V. Evers 3DPC 94 32 0 14 Aug 2017