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SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research
  in the Wild
v1v2 (latest)

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild

9 January 2019
Jean Kossaifi
R. Walecki
Yannis Panagakis
Jie Shen
Maximilian Schmitt
Fabien Ringeval
Jing Han
Vedhas Pandit
Antoine Toisoul
Bjorn Schuller
Kam Star
Elnar Hajiyev
Maja Pantic
ArXiv (abs)PDFHTML

Papers citing "SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild"

50 / 82 papers shown
EM2LDL: A Multilingual Speech Corpus for Mixed Emotion Recognition through Label Distribution Learning
EM2LDL: A Multilingual Speech Corpus for Mixed Emotion Recognition through Label Distribution Learning
Xingfeng Li
Xiaohan Shi
Junjie Li
Yongwei Li
M. Unoki
Tomoki Toda
Masato Akagi
86
0
0
25 Nov 2025
ManzaiSet: A Multimodal Dataset of Viewer Responses to Japanese Manzai Comedy
ManzaiSet: A Multimodal Dataset of Viewer Responses to Japanese Manzai Comedy
Kazuki Kawamura
Kengo Nakai
Jun Rekimoto
140
0
0
20 Oct 2025
Switchboard-Affect: Emotion Perception Labels from Conversational Speech
Switchboard-Affect: Emotion Perception Labels from Conversational Speech
Amrit Romana
Jaya Narain
Tien Dung Tran
Andrea Davis
Jason Fong
Ramya Rasipuram
Vikramjit Mitra
192
1
0
14 Oct 2025
Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey
Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey
Yuntao Shou
Tao Meng
Wei Ai
Keqin Li
LRM
248
13
0
29 Sep 2025
Charting 15 years of progress in deep learning for speech emotion recognition: A replication study
Charting 15 years of progress in deep learning for speech emotion recognition: A replication study
Andreas Triantafyllopoulos
A. Batliner
B. Schuller
AI4TS
203
0
0
04 Aug 2025
xTrace: A Facial Expressive Behaviour Analysis Tool for Continuous Affect Recognition
xTrace: A Facial Expressive Behaviour Analysis Tool for Continuous Affect Recognition
M. Tellamekala
S. Jaiswal
Thomas Smith
Timur Alamev
Gary McKeown
Anthony Brown
Michel Valstar
CVBM
496
0
0
08 May 2025
Emotions in the Loop: A Survey of Affective Computing for Emotional Support
Emotions in the Loop: A Survey of Affective Computing for Emotional Support
Karishma Hegde
Hemadri Jayalath
364
7
0
02 May 2025
Spatiotemporal Emotional Synchrony in Dyadic Interactions: The Role of Speech Conditions in Facial and Vocal Affective Alignment
Spatiotemporal Emotional Synchrony in Dyadic Interactions: The Role of Speech Conditions in Facial and Vocal Affective Alignment
Von Ralph Dane Marquez Herbuela
Yukie Nagai
180
0
0
29 Apr 2025
DEEMO: De-identity Multimodal Emotion Recognition and Reasoning
DEEMO: De-identity Multimodal Emotion Recognition and Reasoning
Deng Li
Bohao Xing
Xin Liu
Baiqiang Xia
Bihan Wen
Heikki Kälviäinen
VLM
419
12
0
28 Apr 2025
Zero-shot Emotion Annotation in Facial Images Using Large Multimodal Models: Benchmarking and Prospects for Multi-Class, Multi-Frame Approaches
Zero-shot Emotion Annotation in Facial Images Using Large Multimodal Models: Benchmarking and Prospects for Multi-Class, Multi-Frame Approaches
He Zhang
Xinyi Fu
CVBM
415
2
0
18 Feb 2025
Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and
  Benchmark
Open-vocabulary Multimodal Emotion Recognition: Dataset, Metric, and Benchmark
Zheng Lian
Haiyang Sun
Guoying Zhao
Lan Chen
Haoyu Chen
...
Rui Liu
Shan Liang
Ya Li
Jiangyan Yi
Jianhua Tao
VLM
373
0
0
02 Oct 2024
Data Augmentation for 3DMM-based Arousal-Valence Prediction for HRI
Data Augmentation for 3DMM-based Arousal-Valence Prediction for HRI
Christian Arzate Cruz
Yotam Sechayk
Takeo Igarashi
Randy Gomez
3DH
201
4
0
01 Oct 2024
Affective Computing Has Changed: The Foundation Model Disruption
Affective Computing Has Changed: The Foundation Model Disruption
Björn Schuller
Adria Mallol-Ragolta
Alejandro Pena Almansa
Iosif Tsangko
Mostafa M. Amin
A. Semertzidou
Lukas Christ
Shahin Amiriparian
290
5
0
13 Sep 2024
Multilingual Dyadic Interaction Corpus NoXi+J: Toward Understanding
  Asian-European Non-verbal Cultural Characteristics and their Influences on
  Engagement
Multilingual Dyadic Interaction Corpus NoXi+J: Toward Understanding Asian-European Non-verbal Cultural Characteristics and their Influences on EngagementInternational Conference on Multimodal Interaction (ICMI), 2024
Marius Funk
Shogo Okada
Elisabeth André
264
7
0
09 Sep 2024
Towards Context-Aware Emotion Recognition Debiasing from a Causal
  Demystification Perspective via De-confounded Training
Towards Context-Aware Emotion Recognition Debiasing from a Causal Demystification Perspective via De-confounded Training
Dingkang Yang
Kun Yang
Haopeng Kuang
Zhaoyu Chen
Yuzheng Wang
Lihua Zhang
CML
238
20
0
06 Jul 2024
GameVibe: A Multimodal Affective Game Corpus
GameVibe: A Multimodal Affective Game Corpus
M. Barthet
Maria Kaselimi
Kosmas Pinitas
Konstantinos Makantasis
Antonios Liapis
Georgios N. Yannakakis
324
11
0
17 Jun 2024
Graph-based multi-Feature fusion method for speech emotion recognition
Graph-based multi-Feature fusion method for speech emotion recognition
Xueyu Liu
Jie Lin
Chao Wang
295
3
0
11 Jun 2024
Modeling Emotional Trajectories in Written Stories Utilizing
  Transformers and Weakly-Supervised Learning
Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
Lukas Christ
Shahin Amiriparian
M. Milling
Ilhan Aslan
B. Schuller
235
3
0
04 Jun 2024
THERADIA WoZ: An Ecological Corpus for Appraisal-based Affect Research
  in Healthcare
THERADIA WoZ: An Ecological Corpus for Appraisal-based Affect Research in Healthcare
Hippolyte Fournier
Sina Alisamir
Safaa Azzakhnini
Hannah Chainay
Olivier Koenig
...
Joan Fruitet
Franck Tarpin-Bernard
Solange Rossato
Franccois Portet
Fabien Ringeval
456
2
0
10 May 2024
EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model
EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model
Deng Li
Xin Liu
Bohao Xing
Baiqiang Xia
Yuan Zong
Bihan Wen
Heikki Kälviäinen
541
10
0
01 May 2024
Advancing Social Intelligence in AI Agents: Technical Challenges and
  Open Questions
Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions
Leena Mathur
Paul Pu Liang
Louis-Philippe Morency
LLMAG
305
24
0
17 Apr 2024
Weak Supervision with Arbitrary Single Frame for Micro- and
  Macro-expression Spotting
Weak Supervision with Arbitrary Single Frame for Micro- and Macro-expression Spotting
Wang-Wang Yu
Xian-Shi Zhang
Fuya Luo
Yijun Cao
Kai-Fu Yang
Hong-Mei Yan
Yong-Jie Li
336
3
0
21 Mar 2024
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual
  Valence-Arousal Estimation and Expression Recognition
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition
D. Dresvyanskiy
M. Markitantov
Jiawei Yu
Peitong Li
Heysem Kaya
Alexey Karpov
411
9
0
19 Mar 2024
M&M: Multimodal-Multitask Model Integrating Audiovisual Cues in
  Cognitive Load Assessment
M&M: Multimodal-Multitask Model Integrating Audiovisual Cues in Cognitive Load Assessment
Long Nguyen-Phuoc
Rénald Gaboriau
Dimitri Delacroix
Laurent Navarro
194
1
0
14 Mar 2024
Exploring Emotion Expression Recognition in Older Adults Interacting
  with a Virtual Coach
Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual CoachIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Cristina Palmero
Mikel de Velasco
Mohamed Amine Hmani
Aymen Mtibaa
Leila Ben Letaifa
...
Anna Esposito
M. El-Yacoubi
Dijana Petrovska – Delacretaz
M. Inés Torres
Sergio Escalera
292
11
0
09 Nov 2023
Affective Video Content Analysis: Decade Review and New Perspectives
Affective Video Content Analysis: Decade Review and New PerspectivesBig Data Mining and Analytics (BDMA), 2023
Junxiao Xue
Jie Wang
Xuecheng Wu
Qian Zhang
355
6
0
26 Oct 2023
Spatial and Temporal Attention-based emotion estimation on HRI-AVC
  dataset
Spatial and Temporal Attention-based emotion estimation on HRI-AVC dataset
Karthik Subramanian
Saurav Singh
Justin R. Namba
Jamison Heard
Christopher Kanan
Ferat Sahin
69
2
0
19 Oct 2023
Predicting Player Engagement in Tom Clancy's The Division 2: A
  Multimodal Approach via Pixels and Gamepad Actions
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad ActionsInternational Conference on Multimodal Interaction (ICMI), 2023
Kosmas Pinitas
David Renaudie
Mike Thomsen
M. Barthet
Konstantinos Makantasis
Antonios Liapis
Georgios N. Yannakakis
266
20
0
09 Oct 2023
Acoustic and linguistic representations for speech continuous emotion
  recognition in call center conversations
Acoustic and linguistic representations for speech continuous emotion recognition in call center conversations
Manon Macary
Marie Tahon
Yannick Esteve
Daniel Luzzati
245
3
0
06 Oct 2023
End-to-End Continuous Speech Emotion Recognition in Real-life Customer
  Service Call Center Conversations
End-to-End Continuous Speech Emotion Recognition in Real-life Customer Service Call Center Conversations
Yajing Feng
Laurence Devillers
156
17
0
02 Oct 2023
Affective Game Computing: A Survey
Affective Game Computing: A SurveyProceedings of the IEEE (Proc. IEEE), 2023
Georgios N. Yannakakis
Dávid Melhárt
294
25
0
25 Sep 2023
Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation
Efficient Emotional Adaptation for Audio-Driven Talking-Head GenerationIEEE International Conference on Computer Vision (ICCV), 2023
Yuan Gan
Zongxin Yang
Xihang Yue
Lingyun Sun
Yezhou Yang
424
106
0
10 Sep 2023
Knowing Your Annotator: Rapidly Testing the Reliability of Affect
  Annotation
Knowing Your Annotator: Rapidly Testing the Reliability of Affect Annotation
M. Barthet
C. Trivedi
Kosmas Pinitas
Emmanouil Xylakis
Konstantinos Makantasis
Antonios Liapis
Georgios N. Yannakakis
192
6
0
30 Aug 2023
Refashioning Emotion Recognition Modelling: The Advent of Generalised
  Large Models
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large ModelsIEEE Transactions on Computational Social Systems (IEEE TCSS), 2023
Zixing Zhang
Liyizhe Peng
Tao Pang
Jing Han
Huan Zhao
Bjorn W. Schuller
179
38
0
21 Aug 2023
Seeing the Intangible: Survey of Image Classification into High-Level and Abstract Categories
Seeing the Intangible: Survey of Image Classification into High-Level and Abstract Categories
Delfina Sol Martinez Pandiani
Valentina Presutti
311
5
0
21 Aug 2023
Speech Emotion Diarization: Which Emotion Appears When?
Speech Emotion Diarization: Which Emotion Appears When?Automatic Speech Recognition & Understanding (ASRU), 2023
Yingzhi Wang
Mirco Ravanelli
Alya Yacoubi
232
22
0
22 Jun 2023
An Analysis of Physiological and Psychological Responses in Virtual
  Reality and Flat Screen Gaming
An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen GamingIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Ritik Vatsal
Shrivatsa Mishra
Rushil Thareja
M. Chakrabarty
Ojaswa Sharma
Jainendra Shukla
217
18
0
16 Jun 2023
Estimating the Uncertainty in Emotion Attributes using Deep Evidential
  Regression
Estimating the Uncertainty in Emotion Attributes using Deep Evidential RegressionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Wen Wu
Chuxu Zhang
P. Woodland
UQCVUDEDL
160
18
0
11 Jun 2023
From the Lab to the Wild: Affect Modeling via Privileged Information
From the Lab to the Wild: Affect Modeling via Privileged InformationIEEE Transactions on Affective Computing (IEEE Trans. Affective Comput.), 2023
Konstantinos Makantasis
Kosmas Pinitas
Antonios Liapis
Georgios N. Yannakakis
326
17
0
18 May 2023
Facial Action Units Detection Aided by Global-Local Expression Embedding
Facial Action Units Detection Aided by Global-Local Expression Embedding
Zhipeng Hu
Wei Zhang
Lincheng Li
Yu-qiong Ding
Wei Chen
Zhiwei Deng
Xin Yu
CVBM
233
1
0
25 Oct 2022
SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from
  Video
SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from VideoIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022
Marija Jegorova
Stavros Petridis
Maja Pantic
239
5
0
20 Oct 2022
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition
  using Bayesian Neural Networks and Label Distribution Learning
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition using Bayesian Neural Networks and Label Distribution LearningIEEE Transactions on Affective Computing (IEEE TAC), 2022
N. Prabhu
N. Lehmann-Willenbrock
Timo Gerkmann
UQCV
220
11
0
30 Sep 2022
Dynamic Time-Alignment of Dimensional Annotations of Emotion using
  Recurrent Neural Networks
Dynamic Time-Alignment of Dimensional Annotations of Emotion using Recurrent Neural Networks
Sina Alisamir
Fabien Ringeval
François Portet
161
0
0
21 Sep 2022
Towards Intercultural Affect Recognition: Audio-Visual Affect
  Recognition in the Wild Across Six Cultures
Towards Intercultural Affect Recognition: Audio-Visual Affect Recognition in the Wild Across Six CulturesIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022
Leena Mathur
R. Adolphs
Maja J. Matarić
CVBM
521
2
0
31 Jul 2022
Label Uncertainty Modeling and Prediction for Speech Emotion Recognition
  using t-Distributions
Label Uncertainty Modeling and Prediction for Speech Emotion Recognition using t-DistributionsAffective Computing and Intelligent Interaction (ACII), 2022
N. Prabhu
N. Lehmann-Willenbrock
Timo Gerkmann
113
5
0
25 Jul 2022
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions
  and Action Unit Intensities?
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?IEEE Transactions on Affective Computing (IEEE TAC), 2022
M. Tellamekala
Ömer Sümer
Björn W. Schuller
Elisabeth André
T. Giesbrecht
Michel Valstar
CVBM
245
19
0
03 Jul 2022
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for
  Uncertainty-Aware Multimodal Emotion Recognition
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
M. Tellamekala
Shahin Amiriparian
Björn W. Schuller
Elisabeth André
T. Giesbrecht
Michel Valstar
367
57
0
12 Jun 2022
A Peek at Peak Emotion Recognition
A Peek at Peak Emotion Recognition
Tzvi Michelson
Hillel Aviezer
Shmuel Peleg
207
0
0
19 May 2022
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect
  for Remote Work
AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote WorkAAAI Conference on Artificial Intelligence (AAAI), 2022
Pritam Sarkar
A. Posen
Ali Etemad
295
16
0
13 May 2022
EMOCA: Emotion Driven Monocular Face Capture and Animation
EMOCA: Emotion Driven Monocular Face Capture and AnimationComputer Vision and Pattern Recognition (CVPR), 2022
Radek Daněček
Michael J. Black
Timo Bolkart
CVBM3DH
416
313
0
24 Apr 2022
12
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