Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech

2 June 2017

Papers citing "Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech"

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Title
Optimizing Speech-Input Length for Speaker-Independent Depression Classification Tomasz Rutowski Amir Harati Yang Lu Elizabeth Shriberg 23 15 0 03 Jan 2025
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers Syed Muhammad talha Zaidi S. Latif Junaid Qadir 22 8 0 23 Jun 2023
Multi-Modal Deep Learning for Credit Rating Prediction Using Text and Numerical Data Streams M. Tavakoli Rohitash Chandra Fengrui Tian Cristián Bravo 21 8 0 21 Apr 2023
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
Real-time Speech Emotion Recognition Based on Syllable-Level Feature Extraction Aziz Ur Rehman Zhentao Liu Min Wu Weihua Cao Chengchong Jia 19 7 0 25 Apr 2022
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models Sarala Padi S. O. Sadjadi Dinesh Manocha Ram D. Sriram 28 36 0 16 Feb 2022
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning Vasileios Tsouvalas T. Ozcelebi N. Meratnia 26 21 0 05 Feb 2022
Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition Pengfei Liu Kun Li H. Meng CVBM 18 42 0 17 Jan 2022
How Speech is Recognized to Be Emotional - A Study Based on Information Decomposition Haoran Sun Lantian Li T. Zheng Dong Wang CVBM 11 0 0 24 Nov 2021
Multistage linguistic conditioning of convolutional layers for speech emotion recognition Andreas Triantafyllopoulos U. Reichel Shuo Liu Simon Huber F. Eyben Björn W. Schuller 27 9 0 13 Oct 2021
Dual-Encoder Architecture with Encoder Selection for Joint Close-Talk and Far-Talk Speech Recognition F. Weninger M. Gaudesi Ralf Leibold R. Gemello P. Zhan 21 4 0 17 Sep 2021
Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation Sarala Padi S. O. Sadjadi Dinesh Manocha Ram D. Sriram 16 34 0 05 Aug 2021
Use of Affective Visual Information for Summarization of Human-Centric Videos Berkay Köprü E. Erzin AI4TS 22 6 0 08 Jul 2021
Speaker Attentive Speech Emotion Recognition Clément Le Moine Nicolas Obin Axel Roebel 13 11 0 15 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 21 175 0 31 Mar 2021
EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition Maurice Gerczuk Shahin Amiriparian Sandra Ottl Björn Schuller 30 55 0 10 Mar 2021
Speech Emotion Recognition using Semantic Information Panagiotis Tzirakis Anh-Tuan Nguyen S. Zafeiriou Björn W. Schuller 15 19 0 04 Mar 2021
Video Sentiment Analysis with Bimodal Information-augmented Multi-Head Attention Ting-Wei Wu Jun-jie Peng Wenqiang Zhang Huiran Zhang Chuan Ma Yansong Huang 22 84 0 03 Mar 2021
Investigations on Audiovisual Emotion Recognition in Noisy Conditions Michael Neumann Ngoc Thang Vu 12 7 0 02 Mar 2021
Multi-Modal Emotion Detection with Transfer Learning Amith Ananthram Kailash Saravanakumar Jessica Huynh Homayoon Beigi 11 3 0 13 Nov 2020
Efficient Arabic emotion recognition using deep neural networks A. Ali Yasser Hifny 11 41 0 31 Oct 2020
Multi-Window Data Augmentation Approach for Speech Emotion Recognition Sarala Padi Dinesh Manocha Ram D.Sriram 27 10 0 19 Oct 2020
Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network A. Shirian S. Tripathi T. Guha 13 7 0 06 Aug 2020
Anti-Transfer Learning for Task Invariance in Convolutional Neural Networks for Speech Processing E. Guizzo Tillman Weyde G. Tarroni SSL 18 0 0 11 Jun 2020
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents Chia-Yu Li Daniel Ortega Dirk Vath Florian Lux Lindsey Vanderlyn ... Moritz Volkel Pavel Denisov Sabrina Jenne Zorica Kacarevic Ngoc Thang Vu 15 8 0 04 May 2020
SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text Classification Changzeng Fu Chaoran Liu C. Ishi Y. Yoshikawa H. Ishiguro 17 17 0 04 Mar 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 26 81 0 02 Jan 2020
Attentive Modality Hopping Mechanism for Speech Emotion Recognition Seunghyun Yoon S. Dey Hwanhee Lee Kyomin Jung 11 30 0 29 Nov 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition Zheng Lian J. Tao Bin Liu Jian Huang SSL 6 17 0 24 Oct 2019
Speech Emotion Recognition via Contrastive Loss under Siamese Networks Zheng Lian Ya Li J. Tao Jian Huang 6 55 0 23 Oct 2019
Towards Multimodal Emotion Recognition in German Speech Events in Cars using Transfer Learning D. Cevher Sebastian Zepf Roman Klinger 11 25 0 06 Sep 2019
Pitch-Synchronous Single Frequency Filtering Spectrogram for Speech Emotion Recognition Shruti Gupta M. S. Fahad A. Deepak 15 24 0 07 Aug 2019
DEAM: Adaptive Momentum with Discriminative Weight for Stochastic Optimization Jiyang Bai Yuxiang Ren Jiawei Zhang ODL 16 1 0 25 Jul 2019
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak J. Epps Björn W. Schuller 36 99 0 13 Jul 2019
Speech Emotion Recognition Using Multi-hop Attention Mechanism Seunghyun Yoon Seokhyun Byun S. Dey Kyomin Jung 14 117 0 23 Apr 2019
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks Santiago Pascual Mirco Ravanelli Joan Serra A. Bonafonte Yoshua Bengio SSL 18 250 0 06 Apr 2019
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 25 21 0 28 Feb 2019
Transfer Learning From Sound Representations For Anger Detection in Speech M. Elshaer Scott Wisdom Taniya Mishra 20 17 0 06 Feb 2019
Exploring attention mechanism for acoustic-based classification of speech utterances into system-directed and non-system-directed A. Norouzian Bogdan Mazoure Dermot Connolly D. Willett 8 28 0 01 Feb 2019
Learning Robust Heterogeneous Signal Features from Parallel Neural Network for Audio Sentiment Analysis Feiyang Chen Ziqian Luo 9 19 0 20 Nov 2018
Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning Zheng Lian Ya Li J. Tao Jian Huang ViT 11 18 0 11 Nov 2018
Multimodal Speech Emotion Recognition Using Audio and Text Seunghyun Yoon Seokhyun Byun Kyomin Jung 12 293 0 10 Oct 2018
Multi-Layer Ensembling Techniques for Multilingual Intent Classification Charles Costello Ruixi Lin Vishwas Mruthyunjaya Bettina Bolla Charles Jankowski 11 12 0 20 Jun 2018
Multimodal Relational Tensor Network for Sentiment and Emotion Classification Saurav Sahay Shachi H. Kumar Rui Xia Jonathan Huang L. Nachman 11 24 0 07 Jun 2018
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment Yue Gu Kangning Yang Shiyu Fu Shuhong Chen Xinyu Li I. Marsic 6 121 0 22 May 2018
Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning Samarth Tripathi Sarthak Tripathi Homayoon Beigi 17 147 0 16 Apr 2018
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks Egor Lakomkin M. Zamani C. Weber S. Magg S. Wermter 4 52 0 06 Apr 2018
Cross-lingual and Multilingual Speech Emotion Recognition on English and French Michael Neumann Ngoc Thang Vu CVBM 14 73 0 01 Mar 2018
A pairwise discriminative task for speech emotion recognition Zheng Lian Ya Li J. Tao Jian Huang CVBM 16 4 0 04 Jan 2018
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study S. Latif R. Rana Junaid Qadir J. Epps SSL DRL 24 101 0 23 Dec 2017