Neural emotional processing of personally recommended short-video content and depressive symptoms.

Carlos Busso https://www.utdallas.edu/~busso/ https://scholar.google.com/citations?user=9CjA7V0AAAAJ https://orcid.org/0000-0002-4075-4072 https://www.wikidata.org/entity/Q130815067 University of Texas at Dallas

Carole Leung Stacie L. Warren Lucie H. Nguyen Christina Vlahakos Carlos Busso Alva Tang Neural emotional processing of personally recommended short-video content and depressive symptoms. 2026 109098 185 Comput. Hum. Behav. https://doi.org/10.1016/j.chb.2026.109098 db/journals/chb/chb185.html#LeungWNVBT26 streams/journals/chb

Jun Bai Rajib Rana Di Wu 0050 Youyang Qu Xiaohui Tao 0001 Ji Zhang 0001 Carlos Busso Shivakumara Palaiahnakote FedMLAC: Mutual learning driven heterogeneous federated audio classification. 2026 114250 180 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.114250 db/journals/pr/pr180.html#BaiRWQTZBP26 streams/journals/pr

Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition With Text Description of the Environment. 2026 January - March 656-669 17 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2025.3629970 db/journals/taffco/taffco17.html#LeemFOGB26 streams/journals/taffco

Lucas Goncalves Carlos Busso Harnessing Multimodal Unlabeled Data for Enhanced Speech Emotion Recognition. 2026 January - March 1134-1146 17 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2025.3647876 db/journals/taffco/taffco17.html#GoncalvesB26 streams/journals/taffco

Abinay Reddy Naini Fernando Diaz Carlos Busso RankList - a Listwise Preference Learning Framework for Predicting Subjective Preferences. 24486-24494 2026 AAAI https://doi.org/10.1609/aaai.v40i29.39631 conf/aaai/2026 db/conf/aaai/aaai2026.html#NainiDB26 Chiyuan Fu Lyuhao Chen Yunze Xiao Weihao Xuan Carlos Busso Mona T. Diab Sentipolis: Emotion-Aware Agents for Social Simulations. 7465-7494 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.368/ conf/acl/2026f db/conf/acl/acl2026f.html#FuCXXBD26 Chan-Jan Hsu Liang-Hsuan Tseng Yi-Cheng Lin Yen-Chun Kuo Ju-Chieh Chou Kai-Wei Chang 0001 Hung-yi Lee Carlos Busso On the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation. 37000-37020 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.1844/ conf/acl/2026f db/conf/acl/acl2026f.html#HsuTLKCCLB26

Jeff Chan-Jan Sju Liang-Hsuan Tseng Yi-Cheng Lin Yen-Chun Kuo Ju-Chieh Chou Kai-Wei Chang 0001 Hung-yi Lee Carlos Busso On the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation. 2026 January abs/2601.06329 CoRR https://doi.org/10.48550/arXiv.2601.06329 db/journals/corr/corr2601.html#abs-2601-06329 streams/journals/corr

Esther Sun Abinay Reddy Naini Carlos Busso Recovering Performance in Speech Emotion Recognition from Discrete Tokens via Multi-Layer Fusion and Paralinguistic Feature Integration. 2026 January abs/2601.17085 CoRR https://doi.org/10.48550/arXiv.2601.17085 db/journals/corr/corr2601.html#abs-2601-17085 streams/journals/corr

Chiyuan Fu Lyuhao Chen Yunze Xiao Weihao Xuan Carlos Busso Mona T. Diab Sentipolis: Emotion-Aware Agents for Social Simulations. 2026 January abs/2601.18027 CoRR https://doi.org/10.48550/arXiv.2601.18027 db/journals/corr/corr2601.html#abs-2601-18027 streams/journals/corr

Esther Sun Bo-Hao Su Abinay Reddy Naini Shinji Watanabe 0001 Carlos Busso ADEPT: RL-Aligned Agentic Decoding of Emotion via Evidence Probing Tools - From Consensus Learning to Ambiguity-Driven Emotion Reasoning. 2026 February abs/2602.12714 CoRR https://doi.org/10.48550/arXiv.2602.12714 db/journals/corr/corr2602.html#abs-2602-12714 streams/journals/corr

Ziyang Ma 0001 Ruiyang Xu Yinghao Ma Chao-Han Huck Yang Bohan Li Jaeyeon Kim Jin Xu 0010 Jinyu Li Carlos Busso Kai Yu 0004 Eng Siong Chng Xie Chen 0001 The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents. 2026 February abs/2602.14224 CoRR https://doi.org/10.48550/arXiv.2602.14224 db/journals/corr/corr2602.html#abs-2602-14224 streams/journals/corr

Luz Martinez-Lucas Pravin Mote Abinay Reddy Naini Mohammed Abdelwahab 0001 Carlos Busso MSP-Conversation: A Corpus for Naturalistic, Time-Continuous Emotion Recognition. 2026 March abs/2603.22536 CoRR https://doi.org/10.48550/arXiv.2603.22536 db/journals/corr/corr2603.html#abs-2603-22536 streams/journals/corr

Abinay Reddy Naini Jaeyeon Kim Chao-Han Huck Yang Shinji Watanabe 0001 Carlos Busso Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions. 2026 June abs/2606.24082 CoRR https://doi.org/10.48550/arXiv.2606.24082 db/journals/corr/corr2606.html#abs-2606-24082 streams/journals/corr

Nicolás Grágeda Carlos Busso Eduardo Alvarado Ricardo García Rodrigo Mahú Fernando Huenupán Néstor Becerra Yoma Speech emotion recognition in real static and dynamic human-robot interaction scenarios. 101666 2025 89 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2024.101666 db/journals/csl/csl89.html#GragedaBAGMHY25 streams/journals/csl

Huang-Cheng Chou Lucas Goncalves Seong-Gyun Leem Ali N. Salman Chi-Chun Lee Carlos Busso Minority Views Matter: Evaluating Speech Emotion Classifiers With Human Subjective Annotations by an All-Inclusive Aggregation Rule. 41-55 2025 January - March 16 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2024.3411290 db/journals/taffco/taffco16.html#ChouGLSLB25 streams/journals/taffco

Lucas Goncalves Seong-Gyun Leem Wei-Cheng Lin Berrak Sisman Carlos Busso Versatile Audio-Visual Learning for Emotion Recognition. 306-318 2025 January - March 16 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2024.3433386 db/journals/taffco/taffco16.html#GoncalvesLLSB25 streams/journals/taffco

Woan-Shiuan Chien Shreya G. Upadhyay Wei-Cheng Lin Carlos Busso Chi-Chun Lee Differential Impacts of Monologue and Conversation on Speech Emotion Recognition. 485-498 2025 April - June 16 IEEE Trans. Affect. Comput. 2 https://doi.org/10.1109/TAFFC.2024.3509138 db/journals/taffco/taffco16.html#ChienULBL25 streams/journals/taffco

Chung Soo Ahn Rajib Rana Carlos Busso Jagath C. Rajapakse Multitask Transformer for Cross-Corpus Speech Emotion Recognition. 1581-1591 2025 July - September 16 IEEE Trans. Affect. Comput. 3 https://doi.org/10.1109/TAFFC.2025.3526592 db/journals/taffco/taffco16.html#AhnRBR25 streams/journals/taffco

Shreya G. Upadhyay Luz Martinez-Lucas William F. Katz Carlos Busso Chi-Chun Lee Phonetically-Anchored Domain Adaptation for Cross-Lingual Speech Emotion Recognition. 1631-1645 2025 July - September 16 IEEE Trans. Affect. Comput. 3 https://doi.org/10.1109/TAFFC.2025.3530105 db/journals/taffco/taffco16.html#UpadhyayMKBL25 streams/journals/taffco

Shreya G. Upadhyay Carlos Busso Chi-Chun Lee Speaker Style-Aware Phoneme Anchoring For Improved Cross-Lingual Speech Emotion Recognition. ASRU 2025 1-8 conf/asru/2025 https://doi.org/10.1109/ASRU65441.2025.11434676 db/conf/asru/asru2025.html#UpadhyayBL25 streams/conf/asru Christian Flores Lucas Goncalves Carlos Busso Efficient Fusion of Computationally Diverse Modalities Using Chunking and Cross-Attention. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890415 conf/icassp/2025 db/conf/icassp/icassp2025.html#FloresGB25 Abinay Reddy Naini Donita Robinson Elizabeth Richerson Carlos Busso Domain-Specific Adaptation in Speech Emotion Recognition Using Emotional Distribution Alignment. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890089 conf/icassp/2025 db/conf/icassp/icassp2025.html#NainiRRB25 Jing-Tong Tzeng Seong-Gyun Leem Ali N. Salman Chi-Chun Lee Carlos Busso Noise-Robust Speech Emotion Recognition Using Shared Self-Supervised Representations with Integrated Speech Enhancement. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10887569 conf/icassp/2025 db/conf/icassp/icassp2025.html#TzengLSLB25 Shreya G. Upadhyay Ali N. Salman Carlos Busso Chi-Chun Lee Mouth Articulation-Based Anchoring for Improved Cross-Corpus Speech Emotion Recognition. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890262 conf/icassp/2025 db/conf/icassp/icassp2025.html#UpadhyaySBL25 Karen Rosero Lucas M. Harrison Alex A. Kane Rami R. Hallac Carlos Busso DifussionCleft: Facial Anomaly Synthesis Guided by Text. 506-515 2025 ICMI https://doi.org/10.1145/3716553.3750794 conf/icmi/2025 db/conf/icmi/icmi2025.html#RoseroHKHB25 Rui Liu 0008 Pu Gao Jiatian Xi Berrak Sisman Carlos Busso Haizhou Li 0001 Towards Emotionally Consistent Text-Based Speech Editing: Introducing EmoCorrector and The ECD-TSE Dataset. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-559 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#0008GXSB025 Shreeram Suresh Chandra Lucas Goncalves Junchen Lu Carlos Busso Berrak Sisman EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1198 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#ChandraGLBS25 Aurosweta Mahapatra Ismail Rasim Ulgen Abinay Reddy Naini Carlos Busso Berrak Sisman Can Emotion Fool Anti-spoofing? 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1234 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#MahapatraUNBS25 Pravin Mote Abinay Reddy Naini Donita Robinson Elizabeth Richerson Carlos Busso Analysis of Phonetic Level Similarities Across Languages in Emotional Speech. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-2112 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#MoteNRRB25 Pravin Mote Donita Robinson Elizabeth Richerson Carlos Busso Vector Quantized Cross-lingual Unsupervised Domain Adaptation for Speech Emotion Recognition. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-2123 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#MoteRRB25 Abinay Reddy Naini Lucas Goncalves Ali N. Salman Pravin Mote Ismail Rasim Ulgen Thomas Thebaud Laureano Moro-Velázquez Leibny Paola García Najim Dehak Berrak Sisman Carlos Busso The Interspeech 2025 Challenge on Speech Emotion Recognition in Naturalistic Conditions. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1972 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#NainiGSMUTMGDSB25 Karen Rosero Ali N. Salman Shreeram Suresh Chandra Berrak Sisman Cortney Van't Slot Alex A. Kane Rami R. Hallac Carlos Busso Advancing Pediatric ASR: The Role of Voice Generation in Disordered Speech. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1890 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#RoseroSCSSKHB25

Rui Liu 0008 Pu Gao Jiatian Xi Berrak Sisman Carlos Busso Haizhou Li 0001 Towards Emotionally Consistent Text-Based Speech Editing: Introducing EmoCorrector and The ECD-TSE Dataset. 2025 May abs/2505.20341 CoRR https://doi.org/10.48550/arXiv.2505.20341 db/journals/corr/corr2505.html#abs-2505-20341 streams/journals/corr

Shreeram Suresh Chandra Lucas Goncalves Junchen Lu Carlos Busso Berrak Sisman EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast. 2025 May abs/2505.23732 CoRR https://doi.org/10.48550/arXiv.2505.23732 db/journals/corr/corr2505.html#abs-2505-23732 streams/journals/corr

Aurosweta Mahapatra Ismail Rasim Ulgen Abinay Reddy Naini Carlos Busso Berrak Sisman Can Emotion Fool Anti-spoofing? 2025 May abs/2505.23962 CoRR https://doi.org/10.48550/arXiv.2505.23962 db/journals/corr/corr2505.html#abs-2505-23962 streams/journals/corr

Abinay Reddy Naini Fernando Diaz Carlos Busso RankList - A Listwise Preference Learning Framework for Predicting Subjective Preferences. 2025 August abs/2508.09826 CoRR https://doi.org/10.48550/arXiv.2508.09826 db/journals/corr/corr2508.html#abs-2508-09826 streams/journals/corr

Jing-Tong Tzeng Carlos Busso Chi-Chun Lee Joint Learning using Mixture-of-Expert-Based Representation for Enhanced Speech Generation and Robust Emotion Recognition. 2025 September abs/2509.08470 CoRR https://doi.org/10.48550/arXiv.2509.08470 db/journals/corr/corr2509.html#abs-2509-08470 streams/journals/corr

Carlos Busso Reza Lotfian Kusha Sridhar Ali N. Salman Wei-Cheng Lin Lucas Goncalves Srinivas Parthasarathy Abinay Reddy Naini Seong-Gyun Leem Luz Martinez-Lucas Huang-Cheng Chou Pravin Mote The MSP-Podcast Corpus. 2025 September abs/2509.09791 CoRR https://doi.org/10.48550/arXiv.2509.09791 db/journals/corr/corr2509.html#abs-2509-09791 streams/journals/corr

Karen Rosero Eunjung Yeo David R. Mortensen Cortney Van't Slot Rami R. Hallac Carlos Busso Finding My Voice: Generative Reconstruction of Disordered Speech for Automated Clinical Evaluation. 2025 September abs/2509.19231 CoRR https://doi.org/10.48550/arXiv.2509.19231 db/journals/corr/corr2509.html#abs-2509-19231 streams/journals/corr

Shreya G. Upadhyay Carlos Busso Chi-Chun Lee Speaker Style-Aware Phoneme Anchoring for Improved Cross-Lingual Speech Emotion Recognition. 2025 September abs/2509.20373 CoRR https://doi.org/10.48550/arXiv.2509.20373 db/journals/corr/corr2509.html#abs-2509-20373 streams/journals/corr

Chung Soo Ahn Rajib Rana Sunil Sivadas Carlos Busso Jagath C. Rajapakse Improving Speech Emotion Recognition with Mutual Information Regularized Generative Model. 2025 October abs/2510.10078 CoRR https://doi.org/10.48550/arXiv.2510.10078 db/journals/corr/corr2510.html#abs-2510-10078 streams/journals/corr

Zongyang Du Shreeram Suresh Chandra Ismail Rasim Ulgen Aurosweta Mahapatra Ali N. Salman Carlos Busso Berrak Sisman NaturalVoices: A Large-Scale, Spontaneous and Emotional Podcast Dataset for Voice Conversion. 2025 November abs/2511.00256 CoRR https://doi.org/10.48550/arXiv.2511.00256 db/journals/corr/corr2511.html#abs-2511-00256 streams/journals/corr

Thejan Rajapakshe Rajib Rana Sara Khalifa Berrak Sisman Björn W. Schuller Carlos Busso emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition. 110492-110503 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3439604 db/journals/access/access12.html#RajapaksheRKSSB24 streams/journals/access

Wei-Cheng Lin Carlos Busso Deep temporal clustering features for speech emotion recognition. 103027 2024 157 Speech Commun. https://doi.org/10.1016/j.specom.2023.103027 db/journals/speech/speech157.html#LinB24

Luz Martinez-Lucas Wei-Cheng Lin Carlos Busso Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition. 1754-1768 2024 July - September 15 IEEE Trans. Affect. Comput. 3 https://doi.org/10.1109/TAFFC.2024.3372380 db/journals/taffco/taffco15.html#MartinezLucasLB24 streams/journals/taffco

Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech. 917-929 2024 32 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2023.3340603 db/journals/taslp/taslp32.html#LeemFOGB24

Wei-Cheng Lin Kusha Sridhar Carlos Busso An Interpretable Deep Mutual Information Curriculum Metric for a Robust and Generalized Speech Emotion Recognition System. 5117-5130 2024 32 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2024.3507562 db/journals/taslp/taslp32.html#LinSB24 streams/journals/taslp

Kayla Caughlin Rodrigo Cuenca-Martinez Gabriel P. Tortorelli Yi-Shing Lisa Cheng Rashmi Hegde Celeste Abraham Jacqueline M. Plemons Ying S. Wang Victoria Woo Javier A. Jo Carlos Busso Beyond Dysplasia: Uncovering Structure in Oral Potentially Malignant Diseases with Unsupervised Contrastive Learning. 1-5 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781745 conf/embc/2024 db/conf/embc/embc2024.html#CaughlinCTCHAPW24 Kayla Caughlin Rodrigo Cuenca-Martinez Gabriel P. Tortorelli Kathleen E. Higgins Ronald Faram Javier A. Jo Carlos Busso Understanding Bias in Multispectral Autofluorescence Lifetime Imaging: Are Models Sensitive to Oral Location? 1-5 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781827 conf/embc/2024 db/conf/embc/embc2024.html#CaughlinCTHFJB24 Karen Rosero Ali N. Salman Berrak Sisman Rami R. Hallac Carlos Busso Enhanced Facial Landmarks Detection for Patients with Repaired Cleft Lip and Palate. 1-10 2024 FG https://doi.org/10.1109/FG59268.2024.10582022 conf/fgr/2024 db/conf/fgr/fg2024.html#RoseroSSHB24 Abinay Reddy Naini Mary A. Kohler Elizabeth Richerson Donita Robinson Carlos Busso Generalization of Self-Supervised Learning-Based Representations for Cross-Domain Speech Emotion Recognition. 12031-12035 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10447678 conf/icassp/2024 db/conf/icassp/icassp2024.html#NainiKRRB24 Luz Martinez-Lucas Carlos Busso Dynamic Speech Emotion Recognition Using A Conditional Neural Process. 12036-12040 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10447805 conf/icassp/2024 db/conf/icassp/icassp2024.html#Martinez-LucasB24 Ismail Rasim Ulgen Zongyang Du Carlos Busso Berrak Sisman Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition. 12081-12085 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10447060 conf/icassp/2024 db/conf/icassp/icassp2024.html#UlgenDBS24 Karen Rosero Ali N. Salman Rami R. Hallac Carlos Busso Lip Abnormality Detection for Patients with Repaired Cleft Lip and Palate: A Lip Normalization Approach. 479-487 2024 ICMI https://doi.org/10.1145/3678957.3685726 conf/icmi/2024 db/conf/icmi/icmi2024.html#RoseroSHB24 Ali N. Salman Ning Wang 0104 Luz Martinez-Lucas Andrea Vidal Carlos Busso MSP-GEO Corpus: A Multimodal Database for Understanding Video-Learning Experience. 488-497 2024 ICMI https://doi.org/10.1145/3678957.3685737 https://www.wikidata.org/entity/Q130815070 conf/icmi/2024 db/conf/icmi/icmi2024.html#SalmanWMVB24 Ricardo García Rodrigo Mahú Nicolás Grágeda Alejandro Luzanto Nicolas Bohmer Carlos Busso Néstor Becerra Yoma Speech emotion recognition with deep learning beamforming on a distant human-robot interaction scenario. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1273 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#GarciaMGLBBY24 Lucas Goncalves Donita Robinson Elizabeth Richerson Carlos Busso Bridging Emotions Across Languages: Low Rank Adaptation for Multilingual Speech Emotion Recognition. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1226 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#GoncalvesRRB24 Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1218 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#LeemFOGB24 Pravin Mote Berrak Sisman Carlos Busso Unsupervised Domain Adaptation for Speech Emotion Recognition using K-Nearest Neighbors Voice Conversion. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1248 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#MoteSB24 Abinay Reddy Naini Lucas Goncalves Mary A. Kohler Donita Robinson Elizabeth Richerson Carlos Busso WHiSER: White House Tapes Speech Emotion Recognition Corpus. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1227 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#NainiGKRRB24 Ali N. Salman Zongyang Du Shreeram Suresh Chandra Ismail Rasim Ülgen Carlos Busso Berrak Sisman Towards Naturalistic Voice Conversion: NaturalVoices Dataset with an Automatic Processing Pipeline. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1256 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#SalmanDCUBS24 Shreya G. Upadhyay Carlos Busso Chi-Chun Lee A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-469 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#UpadhyayBL24 Susmitha Gogineni Carlos Busso Driver Head Pose Estimation with Multimodal Temporal Fusion of Color and Depth Modeling Networks. 1974-1981 2024 IV https://doi.org/10.1109/IV55156.2024.10588411 conf/ivs/2024 db/conf/ivs/ivs2024.html#GogineniB24 Kun Zhou 0003 Berrak Sisman Carlos Busso Bin Ma 0001 Haizhou Li 0001 Mixed-EVC: Mixed Emotion Synthesis and Control in Voice Conversion. 180-186 2024 Odyssey https://doi.org/10.21437/odyssey.2024-26 conf/odyssey/2024 db/conf/odyssey/odyssey2024.html#0003SB0024 Carlos Busso Toward Robust and Discriminative Emotional Speech Representations. 2024 Odyssey https://www.isca-archive.org/odyssey_2024/busso24_odyssey.html conf/odyssey/2024 db/conf/odyssey/odyssey2024.html#Busso24 Lucas Goncalves Ali N. Salman Abinay Reddy Naini Laureano Moro-Velázquez Thomas Thebaud Paola García 0001 Najim Dehak Berrak Sisman Carlos Busso Odyssey 2024 - Speech Emotion Recognition Challenge: Dataset, Baseline Framework, and Results. 247-254 2024 Odyssey https://doi.org/10.21437/odyssey.2024-35 conf/odyssey/2024 db/conf/odyssey/odyssey2024.html#GoncalvesSNMT0D24 Huang-Cheng Chou Haibin Wu Lucas Goncalves Seong-Gyun Leem Ali N. Salman Carlos Busso Hung-Yi Lee Chi-Chun Lee Embracing Ambiguity And Subjectivity Using The All-Inclusive Aggregation Rule For Evaluating Multi-Label Speech Emotion Recognition Systems. 502-509 2024 SLT https://doi.org/10.1109/SLT61566.2024.10832302 conf/slt/2024 db/conf/slt/slt2024.html#ChouWGLSBLL24 streams/conf/slt

Ismail Rasim Ulgen Zongyang Du Carlos Busso Berrak Sisman Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition. 2024 abs/2401.11017 CoRR https://doi.org/10.48550/arXiv.2401.11017 db/journals/corr/corr2401.html#abs-2401-11017

Thejan Rajapakshe Rajib Rana Sara Khalifa Berrak Sisman Björn W. Schuller Carlos Busso emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition. 2024 abs/2403.14083 CoRR https://doi.org/10.48550/arXiv.2403.14083 db/journals/corr/corr2403.html#abs-2403-14083

Ismail Rasim Ulgen Carlos Busso John H. L. Hansen Berrak Sisman We Need Variations in Speech Synthesis: Sub-center Modelling for Speaker Embeddings. 2024 abs/2407.04291 CoRR https://doi.org/10.48550/arXiv.2407.04291 db/journals/corr/corr2407.html#abs-2407-04291 streams/journals/corr

Shreya G. Upadhyay Carlos Busso Chi-Chun Lee A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition. 2024 abs/2407.04966 CoRR https://doi.org/10.48550/arXiv.2407.04966 db/journals/corr/corr2407.html#abs-2407-04966 streams/journals/corr

Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition with Text Description of the Environment. 2024 abs/2407.17716 CoRR https://doi.org/10.48550/arXiv.2407.17716 db/journals/corr/corr2407.html#abs-2407-17716 streams/journals/corr

Shreya G. Upadhyay Ali N. Salman Carlos Busso Chi-Chun Lee Mouth Articulation-Based Anchoring for Improved Cross-Corpus Speech Emotion Recognition. 2024 abs/2412.19909 CoRR https://doi.org/10.48550/arXiv.2412.19909 db/journals/corr/corr2412.html#abs-2412-19909 streams/journals/corr

Andrea Vidal Carlos Busso Multimodal attention for lip synthesis using conditional generative adversarial networks. 102959 2023 September 153 Speech Commun. https://doi.org/10.1016/j.specom.2023.102959 db/journals/speech/speech153.html#VidalB23

Wei-Cheng Lin Carlos Busso Chunk-Level Speech Emotion Recognition: A General Framework of Sequence-to-One Dynamic Temporal Modeling. 1215-1227 2023 April - June 14 IEEE Trans. Affect. Comput. 2 https://doi.org/10.1109/TAFFC.2021.3083821 db/journals/taffco/taffco14.html#LinB23

John B. Harvill Seong-Gyun Leem Mohammed Abdel-Wahab 0001 Reza Lotfian Carlos Busso Quantifying Emotional Similarity in Speech. 1376-1390 2023 April - June 14 IEEE Trans. Affect. Comput. 2 https://doi.org/10.1109/TAFFC.2021.3127390 db/journals/taffco/taffco14.html#HarvillLALB23

Wei-Cheng Lin Carlos Busso Sequential Modeling by Leveraging Non-Uniform Distribution of Speech Emotion. 1087-1099 2023 31 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2023.3244527 db/journals/taslp/taslp31.html#LinB23

Kayla Caughlin Elvis Duran-Sierra Shuna Cheng Rodrigo Cuenca-Martinez Beena Ahmed Jim Ji 0001 Mathias Martinez Moustafa Al-Khalil Hussain Al-Enazi Yi-Shing Lisa Cheng John Wright Javier A. Jo Carlos Busso Aligning Small Datasets Using Domain Adversarial Learning: Applications in Automated in Vivo Oral Cancer Diagnosis. 457-468 2023 27 IEEE J. Biomed. Health Informatics 1 https://doi.org/10.1109/JBHI.2022.3217015 db/journals/titb/titb27.html#CaughlinDCCAJMA23

Sumit Jha Carlos Busso Estimation of Driver's Gaze Region From Head Position and Orientation Using Probabilistic Confidence Regions. 59-72 2023 January 8 IEEE Trans. Intell. Veh. 1 https://doi.org/10.1109/TIV.2022.3141071 db/journals/tiv/tiv8.html#JhaB23

Yuning Qiu Teruhisa Misu Carlos Busso Unsupervised Scalable Multimodal Driving Anomaly Detection. 3154-3165 2023 April 8 IEEE Trans. Intell. Veh. 4 https://doi.org/10.1109/TIV.2022.3160861 db/journals/tiv/tiv8.html#QiuMB23

Luz Martinez-Lucas Ali N. Salman Seong-Gyun Leem Shreya G. Upadhyay Chi-Chun Lee Carlos Busso Analyzing the Effect of Affective Priming on Emotional Annotations. 1-8 2023 ACII https://doi.org/10.1109/ACII59096.2023.10388184 conf/acii/2023 db/conf/acii/acii2023.html#MartinezLucasSLULB23 Shreya G. Upadhyay Woan-Shiuan Chien Bo-Hao Su Lucas Goncalves Ya-Tse Wu Ali N. Salman Carlos Busso Chi-Chun Lee An Intelligent Infrastructure Toward Large Scale Naturalistic Affective Speech Corpora Collection. 1-8 2023 ACII https://doi.org/10.1109/ACII59096.2023.10388175 conf/acii/2023 db/conf/acii/acii2023.html#UpadhyayCSGWSBL23 Abinay Reddy Naini Shruthi Subramanium Seong-Gyun Leem Carlos Busso Combining Relative and Absolute Learning Formulations to Predict Emotional Attributes From Speech. 1-8 2023 ASRU https://doi.org/10.1109/ASRU57964.2023.10389753 conf/asru/2023 db/conf/asru/asru2023.html#NainiSLB23 Lucas Goncalves Carlos Busso Learning Cross-Modal Audiovisual Representations with Ladder Networks for Emotion Recognition. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10096138 conf/icassp/2023 db/conf/icassp/icassp2023.html#GoncalvesB23 Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Adapting a Self-Supervised Speech Representation for Noisy Speech Emotion Recognition by Using Contrastive Teacher-Student Learning. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10097135 conf/icassp/2023 db/conf/icassp/icassp2023.html#LeemFOGB23 Wei-Cheng Lin Carlos Busso Role of Lexical Boundary Information in Chunk-Level Segmentation for Speech Emotion Recognition. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10096861 conf/icassp/2023 db/conf/icassp/icassp2023.html#LinB23 Abinay Reddy Naini Mary A. Kohler Carlos Busso Unsupervised Domain Adaptation for Preference Learning Based Speech Emotion Recognition. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10094301 conf/icassp/2023 db/conf/icassp/icassp2023.html#NainiKB23 Shreya G. Upadhyay Luz Martinez-Lucas Bo-Hao Su Wei-Cheng Lin Woan-Shiuan Chien Ya-Tse Wu William F. Katz Carlos Busso Chi-Chun Lee Phonetic Anchor-Based Transfer Learning to Facilitate Unsupervised Cross-Lingual Speech Emotion Recognition. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10095250 conf/icassp/2023 db/conf/icassp/icassp2023.html#UpadhyayMSLCWKBL23 Wei-Cheng Lin Lucas Goncalves Carlos Busso Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization. 207-215 2023 ICMI https://doi.org/10.1145/3577190.3614110 conf/icmi/2023 db/conf/icmi/icmi2023.html#LinGB23 Huang-Cheng Chou Lucas Goncalves Seong-Gyun Leem Chi-Chun Lee Carlos Busso The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers. 641-645 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-1113 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#ChouGLLB23 Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters. 1888-1892 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-1034 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#LeemFOGB23 Abinay Reddy Naini Ali N. Salman Carlos Busso Preference Learning Labels by Anchoring on Consecutive Annotations. 1898-1902 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-1108 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#NainiSB23 Nicolás Grágeda Eduardo Alvarado Rodrigo Mahú Carlos Busso Néstor Becerra Yoma Distant Speech Emotion Recognition in an Indoor Human-robot Interaction Scenario. 3657-3661 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-1169 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#GragedaAMBY23 Isaac Brooks Susmitha Gogineni Sumit Jha Soumitry Jagadev Ray Rajesh Narasimha Naofal Al-Dhahir Carlos Busso MSP-DISK: Naturalistic and Diverse In-Vehicle Database for Joint Pose and Seat Belt Detection. 2658-2664 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422221 conf/itsc/2023 db/conf/itsc/itsc2023.html#BrooksGJRNAB23 Sumit Jha Isaac Brooks Soumitry J. Ray Rajesh Narasimha Naofal Al-Dhahir Carlos Busso Seatbelt Segmentation Using Synthetic Images. 1-6 2023 IV https://doi.org/10.1109/IV55152.2023.10186571 conf/ivs/2023 db/conf/ivs/ivs2023.html#JhaBRNAB23 Yuning Qiu Teruhisa Misu Carlos Busso Example-Based Query To Identify Causes of Driving Anomaly with Few Labeled Samples. 1-7 2023 IV https://doi.org/10.1109/IV55152.2023.10186733 conf/ivs/2023 db/conf/ivs/ivs2023.html#QiuMB23

Lucas Goncalves Seong-Gyun Leem Wei-Cheng Lin Berrak Sisman Carlos Busso Versatile Audio-Visual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks. 2023 abs/2305.07216 CoRR https://doi.org/10.48550/arXiv.2305.07216 db/journals/corr/corr2305.html#abs-2305-07216

Kusha Sridhar Carlos Busso Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech. 1959-1972 2022 13 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2022.3187336 db/journals/taffco/taffco13.html#SridharB22

Lucas Goncalves Carlos Busso Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features. 2156-2170 2022 13 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2022.3216993 db/journals/taffco/taffco13.html#GoncalvesB22

Tiancheng Hu Sumit Jha Carlos Busso Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions. 8063-8076 2022 23 IEEE Trans. Intell. Transp. Syst. 7 https://doi.org/10.1109/TITS.2021.3075350 db/journals/tits/tits23.html#HuJB22

Sumit Jha Mohamed F. Marzban Tiancheng Hu Mohamed Hany Mahmoud Naofal Al-Dhahir Carlos Busso The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. 10736-10752 2022 23 IEEE Trans. Intell. Transp. Syst. 8 https://doi.org/10.1109/TITS.2021.3095462 db/journals/tits/tits23.html#JhaMHMAB22

Woan-Shiuan Chien Shreya G. Upadhyay Wei-Cheng Lin Ya-Tse Wu Bo-Hao Su Carlos Busso Chi-Chun Lee Monologue versus Conversation: Differences in Emotion Perception and Acoustic Expressivity. 1-7 2022 ACII https://doi.org/10.1109/ACII55700.2022.9953814 conf/acii/2022 db/conf/acii/acii2022.html#ChienULWSBL22 Yuning Qiu Carlos Busso Teruhisa Misu Kumar Akash Incorporating Gaze Behavior Using Joint Embedding With Scene Context for Driver Takeover Detection. 4633-4637 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9747779 conf/icassp/2022 db/conf/icassp/icassp2022.html#QiuBMA22 Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments. 6447-6451 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9747705 conf/icassp/2022 db/conf/icassp/icassp2022.html#LeemFOGB22 Lucas Goncalves Carlos Busso AuxFormer: Robust Approach to Audiovisual Emotion Recognition. 7357-7361 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9747157 conf/icassp/2022 db/conf/icassp/icassp2022.html#GoncalvesB22 Huang-Cheng Chou Wei-Cheng Lin Chi-Chun Lee Carlos Busso Exploiting Annotators' Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition. 7717-7721 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746990 conf/icassp/2022 db/conf/icassp/icassp2022.html#ChouLLB22 Ali N. Salman Carlos Busso Privacy Preserving Personalization for Video Facial Expression Recognition Using Federated Learning. 495-503 2022 ICMI https://doi.org/10.1145/3536221.3556614 conf/icmi/2022 db/conf/icmi/icmi2022.html#SalmanB22 Huang-Cheng Chou Chi-Chun Lee Carlos Busso Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier. 161-165 2022 INTERSPEECH https://doi.org/10.21437/Interspeech.2022-11041 conf/interspeech/2022 db/conf/interspeech/interspeech2022.html#ChouLB22 Lucas Goncalves Carlos Busso Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks. 1168-1172 2022 INTERSPEECH https://doi.org/10.21437/Interspeech.2022-11012 conf/interspeech/2022 db/conf/interspeech/interspeech2022.html#GoncalvesB22 Yuning Qiu Teruhisa Misu Carlos Busso Driving Anomaly Detection Using Contrastive Multiview Coding to Interpret Cause of Anomaly. 11424-11431 2022 IROS https://doi.org/10.1109/IROS47612.2022.9981815 conf/iros/2022 db/conf/iros/iros2022.html#QiuMB22

Kusha Sridhar Carlos Busso Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech. 2022 abs/2201.07876 CoRR https://arxiv.org/abs/2201.07876 db/journals/corr/corr2201.html#abs-2201-07876

Yuning Qiu Teruhisa Misu Carlos Busso Driving Anomaly Detection Using Conditional Generative Adversarial Network. 2022 abs/2203.08289 CoRR https://doi.org/10.48550/arXiv.2203.08289 db/journals/corr/corr2203.html#abs-2203-08289

Kun Zhou 0003 Berrak Sisman Carlos Busso Haizhou Li 0001 Mixed Emotion Modelling for Emotional Voice Conversion. 2022 abs/2210.13756 CoRR https://doi.org/10.48550/arXiv.2210.13756 db/journals/corr/corr2210.html#abs-2210-13756

Chi-Chun Lee Kusha Sridhar Jeng-Lin Li Wei-Cheng Lin Bo-Hao Su Carlos Busso Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities. 22-38 2021 38 IEEE Signal Process. Mag. 6 https://doi.org/10.1109/MSP.2021.3105939 db/journals/spm/spm38.html#LeeSLLSB21

Georgios N. Yannakakis Roddy Cowie Carlos Busso The Ordinal Nature of Emotions: An Emerging Approach. 16-35 2021 12 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2018.2879512 https://www.wikidata.org/entity/Q128980767 db/journals/taffco/taffco12.html#YannakakisCB21

Srinivas Parthasarathy Carlos Busso Predicting Emotionally Salient Regions Using Qualitative Agreement of Deep Neural Network Regressors. 402-416 2021 12 IEEE Trans. Affect. Comput. 2 https://doi.org/10.1109/TAFFC.2018.2878715 https://www.wikidata.org/entity/Q129016876 db/journals/taffco/taffco12.html#ParthasarathyB21

Reza Lotfian Carlos Busso Over-Sampling Emotional Speech Data Based on Subjective Evaluations Provided by Multiple Individuals. 870-882 2021 12 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2019.2901465 db/journals/taffco/taffco12.html#LotfianB21

Najmeh Sadoughi Carlos Busso Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks. 1031-1044 2021 12 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2019.2916031 db/journals/taffco/taffco12.html#SadoughiB21

Kazi Nazmul Haque Rajib Rana Jiajun Liu 0013 John H. L. Hansen Nicholas Cummins Carlos Busso Björn W. Schuller Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data. 2575-2590 2021 29 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2021.3098764 https://www.wikidata.org/entity/Q131163673 db/journals/taslp/taslp29.html#HaqueRLHCBS21

Fei Tao 0003 Carlos Busso End-to-End Audiovisual Speech Recognition System With Multitask Learning. 1-11 2021 23 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2020.2975922 db/journals/tmm/tmm23.html#TaoB21

Kusha Sridhar Wei-Cheng Lin Carlos Busso Generative Approach Using Soft-Labels to Learn Uncertainty in Predicting Emotional Attributes <sup>*</sup>. 1-8 2021 ACII https://doi.org/10.1109/ACII52823.2021.9597461 conf/acii/2021 db/conf/acii/acii2021.html#SridharLB21 Kayla Caughlin Elvis Duran-Sierra Shuna Cheng Rodrigo Cuenca-Martinez Beena Ahmed Jim Ji 0001 Vladislav Yakovlev Mathias Martinez Moustafa Al-Khalil Hussain Al-Enazi Javier A. Jo Carlos Busso End-to-End Neural Network for Feature Extraction and Cancer Diagnosis of In Vivo Fluorescence Lifetime Images of Oral Lesions. 3894-3897 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9629739 conf/embc/2021 db/conf/embc/embc2021.html#CaughlinDCCAJYM21 Wei-Cheng Lin Kusha Sridhar Carlos Busso Deepemocluster: a Semi-Supervised Framework for Latent Cluster Representation of Speech Emotions. 7263-7267 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9414035 conf/icassp/2021 db/conf/icassp/icassp2021.html#LinSB21 Seong-Gyun Leem Daniel Fulford Jukka-Pekka Onnela David Gard Carlos Busso Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions. 2871-2875 2021 Interspeech https://doi.org/10.21437/Interspeech.2021-1438 conf/interspeech/2021 db/conf/interspeech/interspeech2021.html#LeemFOGB21 Jarrod Luckenbaugh Samuel Abplanalp Rachel Gonzalez Daniel Fulford David Gard Carlos Busso Voice Activity Detection with Teacher-Student Domain Emulation. 4374-4378 2021 Interspeech https://doi.org/10.21437/Interspeech.2021-1234 conf/interspeech/2021 db/conf/interspeech/interspeech2021.html#LuckenbaughAGFG21 Catherine Pelachaud Carlos Busso Dirk Heylen Multimodal Behavior Modeling for Socially Interactive Agents. 259-310 2021 The Handbook on Socially Interactive Agents (1) https://doi.org/10.1145/3477322.3477331 books/mc/LPT2021 db/books/collections/LPT2021.html#PelachaudBH21 Zakia Hammal Carlos Busso Catherine Pelachaud Sharon L. Oviatt Albert Ali Salah Guoying Zhao 0001 ICMI '21: International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18-22, 2021 ACM ICMI 2021 978-1-4503-8481-0 https://doi.org/10.1145/3462244 db/conf/icmi/icmi2021.html Zakia Hammal Carlos Busso Catherine Pelachaud Sharon L. Oviatt Albert Ali Salah Guoying Zhao 0001 ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18 - 22, 2021 ACM ICMI Companion 2021 978-1-4503-8471-1 https://doi.org/10.1145/3461615 db/conf/icmi/icmi2021c.html

Sumit Jha Mohamed F. Marzban Tiancheng Hu Mohamed Hany Mahmoud Naofal Al-Dhahir Carlos Busso The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. 2021 abs/2101.04639 CoRR https://arxiv.org/abs/2101.04639 db/journals/corr/corr2101.html#abs-2101-04639

Srinivas Parthasarathy Carlos Busso Semi-Supervised Speech Emotion Recognition With Ladder Networks. 2697-2709 2020 28 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2020.3023632 db/journals/taslp/taslp28.html#ParthasarathyB20

Ali N. Salman Carlos Busso Dynamic versus Static Facial Expressions in the Presence of Speech. 436-443 2020 FG https://doi.org/10.1109/FG47880.2020.00119 conf/fgr/2020 db/conf/fgr/fg2020.html#SalmanB20 Kusha Sridhar Carlos Busso Modeling Uncertainty in Predicting Emotional Attributes from Spontaneous Speech. 8384-8388 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9054237 conf/icassp/2020 db/conf/icassp/icassp2020.html#SridharB20 Ali N. Salman Carlos Busso Style Extractor For Facial Expression Recognition in the Presence of Speech. 1806-1810 2020 ICIP https://doi.org/10.1109/ICIP40778.2020.9191330 conf/icip/2020 db/conf/icip/icip2020.html#SalmanB20 Andrea Vidal Ali N. Salman Wei-Cheng Lin Carlos Busso MSP-Face Corpus: A Natural Audiovisual Emotional Database. 397-405 2020 ICMI https://doi.org/10.1145/3382507.3418872 https://www.wikidata.org/entity/Q130858009 conf/icmi/2020 db/conf/icmi/icmi2020.html#VidalSLB20 Kusha Sridhar Carlos Busso Ensemble of Students Taught by Probabilistic Teachers to Improve Speech Emotion Recognition. 516-520 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2694 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#SridharB20 Luz Martinez-Lucas Mohammed Abdelwahab 0001 Carlos Busso The MSP-Conversation Corpus. 1823-1827 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2444 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#Martinez-Lucas020 Wei-Cheng Lin Carlos Busso An Efficient Temporal Modeling Approach for Speech Emotion Recognition by Mapping Varied Duration Sentences into Fixed Number of Chunks. 2322-2326 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2636 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#LinB20 Yuning Qiu Teruhisa Misu Carlos Busso Use of Triplet-Loss Function to Improve Driving Anomaly Detection Using Conditional Generative Adversarial Network. 1-7 2020 ITSC https://doi.org/10.1109/ITSC45102.2020.9294562 conf/itsc/2020 db/conf/itsc/itsc2020.html#QiuMB20 Tiancheng Hu Sumit Jha Carlos Busso Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data. 1176-1182 2020 IV https://doi.org/10.1109/IV47402.2020.9304592 conf/ivs/2020 db/conf/ivs/ivs2020.html#HuJB20 Carlos Busso Multimodal emotion recognition: Understanding the production process before modeling multimodal behaviors. 2020 SMM https://www.isca-archive.org/smm_2020/busso20_smm.html conf/smm/2020 db/conf/smm/smm2020.html#Busso20

Sumit Jha Carlos Busso Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions. 2020 abs/2012.12754 CoRR https://arxiv.org/abs/2012.12754 db/journals/corr/corr2012.html#abs-2012-12754

Reza Lotfian Carlos Busso Lexical Dependent Emotion Detection Using Synthetic Speech Reference. 22071-22085 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2898353 https://www.wikidata.org/entity/Q128490411 db/journals/access/access7.html#LotfianB19

Andrea Vidal Jorge F. Silva Carlos Busso Discriminative Features for Texture Retrieval Using Wavelet Packets. 148882-148896 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2947006 db/journals/access/access7.html#VidalSB19

Najmeh Sadoughi Carlos Busso Speech-driven animation with meaningful behaviors. 90-100 2019 110 Speech Commun. https://doi.org/10.1016/j.specom.2019.04.005 https://www.wikidata.org/entity/Q128094087 db/journals/speech/speech110.html#SadoughiB19

Fei Tao 0003 Carlos Busso End-to-end audiovisual speech activity detection with bimodal recurrent neural models. 25-35 2019 113 Speech Commun. https://doi.org/10.1016/j.specom.2019.07.003 db/journals/speech/speech113.html#TaoB19

Reza Lotfian Carlos Busso Building Naturalistic Emotionally Balanced Speech Corpus by Retrieving Emotional Speech from Existing Podcast Recordings. 471-483 2019 10 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2017.2736999 db/journals/taffco/taffco10.html#LotfianB19

Reza Lotfian Carlos Busso Curriculum Learning for Speech Emotion Recognition From Crowdsourced Labels. 815-826 2019 27 IEEE ACM Trans. Audio Speech Lang. Process. 4 https://doi.org/10.1109/TASLP.2019.2898816 https://www.wikidata.org/entity/Q114373589 db/journals/taslp/taslp27.html#LotfianB19

Mohammed Abdel-Wahab 0001 Carlos Busso Active Learning for Speech Emotion Recognition Using Deep Neural Network. 1-7 2019 ACII https://doi.org/10.1109/ACII.2019.8925524 conf/acii/2019 db/conf/acii/acii2019.html#Abdel-WahabB19 Michelle Bancroft Reza Lotfian John H. L. Hansen Carlos Busso Exploring the Intersection Between Speaker Verification and Emotion Recognition. 337-342 2019 ACII Workshops https://doi.org/10.1109/ACIIW.2019.8925044 conf/acii/2019w db/conf/acii/acii2019w.html#BancroftLHB19 Sumit Jha Carlos Busso Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks. 3792-3796 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8683794 conf/icassp/2019 db/conf/icassp/icassp2019.html#JhaB19 John B. Harvill Mohammed Abdel-Wahab 0001 Reza Lotfian Carlos Busso Retrieving Speech Samples with Similar Emotional Content Using a Triplet Loss Function. 7400-7404 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8683273 conf/icassp/2019 db/conf/icassp/icassp2019.html#HarvillALB19 Yuning Qiu Teruhisa Misu Carlos Busso Driving Anomaly Detection with Conditional Generative Adversarial Network using Physiological and CAN-Bus Data. 164-173 2019 ICMI https://doi.org/10.1145/3340555.3353749 https://www.wikidata.org/entity/Q131163846 conf/icmi/2019 db/conf/icmi/icmi2019.html#QiuMB19 Kusha Sridhar Carlos Busso Speech Emotion Recognition with a Reject Option. 3272-3276 2019 INTERSPEECH https://doi.org/10.21437/Interspeech.2019-1842 conf/interspeech/2019 db/conf/interspeech/interspeech2019.html#SridharB19 Yuning Qiu Teruhisa Misu Carlos Busso Analysis of the Relationship Between Physiological Signals and Vehicle Maneuvers During a Naturalistic Driving Study. 3230-3235 2019 ITSC https://doi.org/10.1109/ITSC.2019.8917198 conf/itsc/2019 db/conf/itsc/itsc2019.html#QiuMB19

Shih-Fu Chang Alexander G. Hauptmann Louis-Philippe Morency Sameer K. Antani Dick C. A. Bulterman Carlos Busso Joyce Yue Chai Julia Hirschberg Ramesh C. Jain Ketan Mayer-Patel Reuven Meth Raymond J. Mooney Klara Nahrstedt Shrikanth S. Narayanan Prem Natarajan Sharon L. Oviatt Balakrishnan Prabhakaran 0001 Arnold W. M. Smeulders Hari Sundaram Zhengyou Zhang Michelle X. Zhou Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. 2019 abs/1908.02308 CoRR http://arxiv.org/abs/1908.02308 db/journals/corr/corr1908.html#abs-1908-02308

Vidhyasaharan Sethu Emily Mower Provost Julien Epps Carlos Busso Nicholas Cummins Shrikanth S. Narayanan The Ambiguous World of Emotion Representation. 2019 abs/1909.00360 CoRR http://arxiv.org/abs/1909.00360 db/journals/corr/corr1909.html#abs-1909-00360

Nanxiang Li Carlos Busso Calibration free, user-independent gaze estimation with tensor analysis. 10-20 2018 74 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2018.04.001 db/journals/ivc/ivc74.html#LiB18

Fei Tao 0003 Carlos Busso Gating Neural Network for Large Vocabulary Audiovisual Speech Recognition. 1286-1298 2018 26 IEEE ACM Trans. Audio Speech Lang. Process. 7 https://doi.org/10.1109/TASLP.2018.2815268 https://www.wikidata.org/entity/Q130183895 db/journals/taslp/taslp26.html#TaoB18

Mohammed Abdel-Wahab 0001 Carlos Busso Domain Adversarial for Acoustic Emotion Recognition. 2423-2435 2018 26 IEEE ACM Trans. Audio Speech Lang. Process. 12 https://doi.org/10.1109/TASLP.2018.2867099 https://www.wikidata.org/entity/Q129338701 db/journals/taslp/taslp26.html#Abdel-WahabB18

Najmeh Sadoughi Carlos Busso Expressive Speech-Driven Lip Movements with Multitask Learning. 409-415 2018 FG https://doi.org/10.1109/FG.2018.00066 https://doi.ieeecomputersociety.org/10.1109/FG.2018.00066 conf/fgr/2018 db/conf/fgr/fg2018.html#SadoughiB18 Mohammed Abdel-Wahab 0001 Carlos Busso Study of Dense Network Approaches for Speech Emotion Recognition. 5084-5088 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8461866 conf/icassp/2018 db/conf/icassp/icassp2018.html#Abdel-WahabB18 Najmeh Sadoughi Carlos Busso Novel Realizations of Speech-Driven Head Movements with Generative Adversarial Networks. 6169-6173 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8461967 conf/icassp/2018 db/conf/icassp/icassp2018.html#SadoughiB18 Sumit Jha Carlos Busso FI-CAP: Robust Framework to Benchmark Head Pose Estimation in Challenging Environments. 1-6 2018 ICME https://doi.org/10.1109/ICME.2018.8486490 https://doi.ieeecomputersociety.org/10.1109/ICME.2018.8486490 conf/icmcs/2018 db/conf/icmcs/icme2018.html#JhaB18 Fei Tao 0003 Carlos Busso Aligning Audiovisual Features for Audiovisual Speech Recognition. 1-6 2018 ICME https://doi.org/10.1109/ICME.2018.8486455 https://doi.ieeecomputersociety.org/10.1109/ICME.2018.8486455 conf/icmcs/2018 db/conf/icmcs/icme2018.html#TaoB18 Srinivas Parthasarathy Carlos Busso Preference-Learning with Qualitative Agreement for Sentence Level Emotional Annotations. 252-256 2018 INTERSPEECH https://doi.org/10.21437/Interspeech.2018-2478 conf/interspeech/2018 db/conf/interspeech/interspeech2018.html#ParthasarathyB18 Kusha Sridhar Srinivas Parthasarathy Carlos Busso Role of Regularization in the Prediction of Valence from Speech. 941-945 2018 INTERSPEECH https://doi.org/10.21437/Interspeech.2018-2508 conf/interspeech/2018 db/conf/interspeech/interspeech2018.html#SridharPB18 Reza Lotfian Carlos Busso Predicting Categorical Emotions by Jointly Learning Primary and Secondary Emotions through Multitask Learning. 951-955 2018 INTERSPEECH https://doi.org/10.21437/Interspeech.2018-2464 conf/interspeech/2018 db/conf/interspeech/interspeech2018.html#LotfianB18 Fei Tao 0003 Carlos Busso Audiovisual Speech Activity Detection with Advanced Long Short-Term Memory. 1244-1248 2018 INTERSPEECH https://doi.org/10.21437/Interspeech.2018-2490 conf/interspeech/2018 db/conf/interspeech/interspeech2018.html#TaoB18 Srinivas Parthasarathy Carlos Busso Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes. 3698-3702 2018 INTERSPEECH https://doi.org/10.21437/Interspeech.2018-1391 conf/interspeech/2018 db/conf/interspeech/interspeech2018.html#ParthasarathyB18a Sumit Jha Carlos Busso Probabilistic Estimation of the Gaze Region of the Driver using Dense Classification. 697-702 2018 ITSC https://doi.org/10.1109/ITSC.2018.8569709 conf/itsc/2018 db/conf/itsc/itsc2018.html#JhaB18

Mohammed Abdel-Wahab 0001 Carlos Busso Domain Adversarial for Acoustic Emotion Recognition. 2018 abs/1804.07690 CoRR http://arxiv.org/abs/1804.07690 db/journals/corr/corr1804.html#abs-1804-07690

Srinivas Parthasarathy Carlos Busso Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes. 2018 abs/1804.10816 CoRR http://arxiv.org/abs/1804.10816 db/journals/corr/corr1804.html#abs-1804-10816

Reza Lotfian Carlos Busso Curriculum Learning for Speech Emotion Recognition from Crowdsourced Labels. 2018 abs/1805.10339 CoRR http://arxiv.org/abs/1805.10339 db/journals/corr/corr1805.html#abs-1805-10339

Najmeh Sadoughi Carlos Busso Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks. 2018 abs/1806.00154 CoRR http://arxiv.org/abs/1806.00154 db/journals/corr/corr1806.html#abs-1806-00154

Fei Tao 0003 Carlos Busso End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models. 2018 abs/1809.04553 CoRR http://arxiv.org/abs/1809.04553 db/journals/corr/corr1809.html#abs-1809-04553

Najmeh Sadoughi Yang Liu 0004 Carlos Busso Meaningful head movements driven by emotional synthetic speech. 87-99 2017 95 Speech Commun. https://doi.org/10.1016/j.specom.2017.07.004 db/journals/speech/speech95.html#SadoughiLB17

John H. L. Hansen Carlos Busso Yang Zheng Amardeep Sathyanarayana Driver Modeling for Detection and Assessment of Driver Distraction: Examples from the UTDrive Test Bed. 130-142 2017 34 IEEE Signal Process. Mag. 4 https://doi.org/10.1109/MSP.2017.2699039 db/journals/spm/spm34.html#HansenBZS17

Carlos Busso Srinivas Parthasarathy Alec Burmania Mohammed Abdel-Wahab 0001 Najmeh Sadoughi Emily Mower Provost MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception. 67-80 2017 8 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2016.2515617 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2016.2515617 db/journals/taffco/taffco8.html#BussoPBASP17

Soroosh Mariooryad Carlos Busso The Cost of Dichotomizing Continuous Labels for Binary Classification Problems: Deriving a Bayesian-Optimal Classifier. 119-130 2017 8 IEEE Trans. Affect. Comput. 1 https://doi.org/10.1109/TAFFC.2015.2508454 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2015.2508454 db/journals/taffco/taffco8.html#MariooryadB17

Georgios N. Yannakakis Roddy Cowie Carlos Busso The ordinal nature of emotions. 248-255 2017 ACII https://doi.org/10.1109/ACII.2017.8273608 https://doi.ieeecomputersociety.org/10.1109/ACII.2017.8273608 conf/acii/2017 db/conf/acii/acii2017.html#YannakakisCB17 Reza Lotfian Carlos Busso Formulating emotion perception as a probabilistic model with application to categorical emotion classification. 415-420 2017 ACII https://doi.org/10.1109/ACII.2017.8273633 https://doi.ieeecomputersociety.org/10.1109/ACII.2017.8273633 conf/acii/2017 db/conf/acii/acii2017.html#LotfianB17 Srinivas Parthasarathy Carlos Busso Predicting speaker recognition reliability by considering emotional content. 434-439 2017 ACII https://doi.org/10.1109/ACII.2017.8273636 https://doi.ieeecomputersociety.org/10.1109/ACII.2017.8273636 conf/acii/2017 db/conf/acii/acii2017.html#ParthasarathyB17 Srinivas Parthasarathy Reza Lotfian Carlos Busso Ranking emotional attributes with deep neural networks. 4995-4999 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7953107 conf/icassp/2017 db/conf/icassp/icassp2017.html#ParthasarathyLB17 Mohammed Abdel-Wahab 0001 Carlos Busso Ensemble feature selection for domain adaptation in speech emotion recognition. 5000-5004 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7953108 conf/icassp/2017 db/conf/icassp/icassp2017.html#Abdel-WahabB17 Mohammed Abdel-Wahab 0001 Carlos Busso Incremental adaptation using active learning for acoustic emotion recognition. 5160-5164 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7953140 conf/icassp/2017 db/conf/icassp/icassp2017.html#Abdel-WahabB17a Srinivas Parthasarathy Chunlei Zhang John H. L. Hansen Carlos Busso A study of speaker verification performance with expressive speech. 5540-5544 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7953216 conf/icassp/2017 db/conf/icassp/icassp2017.html#ParthasarathyZH17 Alec Burmania Carlos Busso A Stepwise Analysis of Aggregated Crowdsourced Labels Describing Multimodal Emotional Behaviors. 152-156 2017 INTERSPEECH https://doi.org/10.21437/Interspeech.2017-1278 conf/interspeech/2017 db/conf/interspeech/interspeech2017.html#BurmaniaB17 Srinivas Parthasarathy Carlos Busso Jointly Predicting Arousal, Valence and Dominance with Multi-Task Learning. 1103-1107 2017 INTERSPEECH https://doi.org/10.21437/Interspeech.2017-1494 conf/interspeech/2017 db/conf/interspeech/interspeech2017.html#ParthasarathyB17 Fei Tao 0003 Carlos Busso Bimodal Recurrent Neural Network for Audiovisual Voice Activity Detection. 1938-1942 2017 INTERSPEECH https://doi.org/10.21437/Interspeech.2017-1573 conf/interspeech/2017 db/conf/interspeech/interspeech2017.html#TaoB17 Sumit Jha Carlos Busso Probabilistic estimation of the driver's gaze from head orientation and position. 1-6 2017 ITSC https://doi.org/10.1109/ITSC.2017.8317841 conf/itsc/2017 db/conf/itsc/itsc2017.html#JhaB17 Sumit Jha Carlos Busso Challenges in head pose estimation of drivers in naturalistic recordings using existing tools. 1-6 2017 ITSC https://doi.org/10.1109/ITSC.2017.8317870 conf/itsc/2017 db/conf/itsc/itsc2017.html#JhaB17a Najmeh Sadoughi Carlos Busso Joint Learning of Speech-Driven Facial Motion with Bidirectional Long-Short Term Memory. 389-402 2017 IVA https://doi.org/10.1007/978-3-319-67401-8_49 conf/iva/2017 db/conf/iva/iva2017.html#SadoughiB17 Mangona Bokshi Fei Tao 0003 Carlos Busso John H. L. Hansen Assessment and classification of singing quality based on audio-visual features. 1-4 2017 VCIP https://doi.org/10.1109/VCIP.2017.8305078 conf/vcip/2017 db/conf/vcip/vcip2017.html#BokshiTBH17

Najmeh Sadoughi Carlos Busso Speech-driven Animation with Meaningful Behaviors. 2017 abs/1708.01640 CoRR http://arxiv.org/abs/1708.01640 db/journals/corr/corr1708.html#abs-1708-01640

Angeliki Metallinou Zhaojun Yang Chi-Chun Lee Carlos Busso Sharon Carnicke Shrikanth S. Narayanan The USC CreativeIT database of multimodal dyadic interactions: from speech and full body motion capture to continuous emotional annotations. 497-521 2016 50 Lang. Resour. Evaluation 3 https://doi.org/10.1007/s10579-015-9300-0 db/journals/lre/lre50.html#MetallinouYLBCN16

Florian Eyben Klaus R. Scherer Björn W. Schuller Johan Sundberg Elisabeth André Carlos Busso Laurence Y. Devillers Julien Epps Petri Laukka Shrikanth S. Narayanan Khiet P. Truong The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing. 190-202 2016 7 IEEE Trans. Affect. Comput. 2 https://doi.org/10.1109/TAFFC.2015.2457417 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2015.2457417 db/journals/taffco/taffco7.html#EybenSSSABDELNT16

Soroosh Mariooryad Carlos Busso Facial Expression Recognition in the Presence of Speech Using Blind Lexical Compensation. 346-359 2016 7 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2015.2490070 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2015.2490070 db/journals/taffco/taffco7.html#MariooryadB16

Alec Burmania Srinivas Parthasarathy Carlos Busso Increasing the Reliability of Crowdsourcing Evaluations Using Online Quality Assessment. 374-388 2016 7 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2015.2493525 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2015.2493525 https://www.wikidata.org/entity/Q114373603 db/journals/taffco/taffco7.html#BurmaniaPB16

Srinivas Parthasarathy Roddy Cowie Carlos Busso Using Agreement on Direction of Change to Build Rank-Based Emotion Classifiers. 2108-2121 2016 24 IEEE ACM Trans. Audio Speech Lang. Process. 11 https://doi.org/10.1109/TASLP.2016.2593944 db/journals/taslp/taslp24.html#ParthasarathyCB16

Nanxiang Li Carlos Busso Detecting Drivers' Mirror-Checking Actions and Its Application to Maneuver and Secondary Task Recognition. 980-992 2016 17 IEEE Trans. Intell. Transp. Syst. 4 https://doi.org/10.1109/TITS.2015.2493451 db/journals/tits/tits17.html#LiB16

Alec Burmania Mohammed Abdel-Wahab 0001 Carlos Busso Tradeoff between quality and quantity of emotional annotations to characterize expressive behaviors. 5190-5194 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472667 conf/icassp/2016 db/conf/icassp/icassp2016.html#BurmaniaAB16 Reza Lotfian Carlos Busso Practical considerations on the use of preference learning for ranking emotional speech. 5205-5209 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472670 conf/icassp/2016 db/conf/icassp/icassp2016.html#LotfianB16 Taufiq Hasan Mohammed Abdel-Wahab 0001 Srinivas Parthasarathy Carlos Busso Yang Liu 0004 Automatic composition of broadcast news summaries using rank classifiers trained with acoustic and lexical features. 6080-6084 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472845 conf/icassp/2016 db/conf/icassp/icassp2016.html#HasanAPBL16 Anil Jakkam Carlos Busso A multimodal analysis of synchrony during dyadic interaction using a metric based on sequential pattern mining. 6085-6089 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472846 conf/icassp/2016 db/conf/icassp/icassp2016.html#JakkamB16 Najmeh Sadoughi Carlos Busso Head Motion Generation with Synthetic Speech: A Data Driven Approach. 52-56 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-419 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#SadoughiB16 Fei Tao 0003 Louis Daudet Christian Poellabauer Sandra L. Schneider Carlos Busso A Portable Automatic PA-TA-KA Syllable Detection System to Derive Biomarkers for Neurological Disorders. 362-366 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-789 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#TaoDPSB16 Reza Lotfian Carlos Busso Retrieving Categorical Emotions Using a Probabilistic Framework to Define Preference Learning Samples. 490-494 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-1052 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#LotfianB16 Fei Tao 0003 John H. L. Hansen Carlos Busso Improving Boundary Estimation in Audiovisual Speech Activity Detection Using Bayesian Information Criterion. 2130-2134 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-406 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#TaoHB16 Srinivas Parthasarathy Carlos Busso Defining Emotionally Salient Regions Using Qualitative Agreement Method. 3598-3602 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-429 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#ParthasarathyB16 Sumit Jha Carlos Busso Analyzing the relationship between head pose and gaze to model driver visual attention. 2157-2162 2016 ITSC https://doi.org/10.1109/ITSC.2016.7795905 conf/itsc/2016 db/conf/itsc/itsc2016.html#JhaB16 Yukiko I. Nakano Elisabeth André Toyoaki Nishida Louis-Philippe Morency Carlos Busso Catherine Pelachaud Proceedings of the 18th ACM International Conference on Multimodal Interaction, ICMI 2016, Tokyo, Japan, November 12-16, 2016 ICMI ACM 2016 978-1-4503-4556-9 https://doi.org/10.1145/2993148 db/conf/icmi/icmi2016.html

Christian Poellabauer Nikhil Yadav Louis Daudet Sandra L. Schneider Carlos Busso Patrick J. Flynn Challenges in Concussion Detection Using Vocal Acoustic Biomarkers. 1143-1160 2015 3 IEEE Access https://doi.org/10.1109/ACCESS.2015.2457392 db/journals/access/access3.html#PoellabauerYDSB15

Soroosh Mariooryad Carlos Busso Correcting Time-Continuous Emotional Labels by Modeling the Reaction Lag of Evaluators. 97-108 2015 6 IEEE Trans. Affect. Comput. 2 https://doi.org/10.1109/TAFFC.2014.2334294 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2014.2334294 db/journals/taffco/taffco6.html#MariooryadB15

Emily Mower Provost Yuan Shangguan Carlos Busso UMEME: University of Michigan Emotional McGurk Effect Data Set. 395-409 2015 6 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/TAFFC.2015.2407898 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2015.2407898 db/journals/taffco/taffco6.html#ProvostSB15

Nanxiang Li Carlos Busso Predicting Perceived Visual and Cognitive Distractions of Drivers With Multimodal Features. 51-65 2015 16 IEEE Trans. Intell. Transp. Syst. 1 https://doi.org/10.1109/TITS.2014.2324414 db/journals/tits/tits16.html#LiB15

Najmeh Sadoughi Yang Liu 0004 Carlos Busso MSP-AVATAR corpus: Motion capture recordings to study the role of discourse functions in the design of intelligent virtual agents. 1-6 2015 FG https://doi.org/10.1109/FG.2015.7284885 https://doi.ieeecomputersociety.org/10.1109/FG.2015.7284885 conf/fgr/2015 db/conf/fgr/fg2015.html#SadoughiLB15 Reza Lotfian Carlos Busso Emotion recognition using synthetic speech as neutral reference. 4759-4763 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178874 conf/icassp/2015 db/conf/icassp/icassp2015.html#LotfianB15 Mohammed Abdel-Wahab 0001 Carlos Busso Supervised domain adaptation for emotion recognition from speech. 5058-5062 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178934 conf/icassp/2015 db/conf/icassp/icassp2015.html#Abdel-WahabB15 Najmeh Sadoughi Carlos Busso Retrieving Target Gestures Toward Speech Driven Animation with Meaningful Behaviors. 115-122 2015 ICMI https://doi.org/10.1145/2818346.2820750 conf/icmi/2015 db/conf/icmi/icmi2015.html#SadoughiB15 Asif Iqbal 0009 Carlos Busso Nicholas R. Gans Adjacent Vehicle Collision Warning System using Image Sensor and Inertial Measurement Unit. 291-298 2015 ICMI https://doi.org/10.1145/2818346.2820741 conf/icmi/2015 db/conf/icmi/icmi2015.html#IqbalBG15 Fei Tao 0003 John H. L. Hansen Carlos Busso An unsupervised visual-only voice activity detection approach using temporal orofacial features. 2302-2306 2015 INTERSPEECH https://doi.org/10.21437/Interspeech.2015-446 conf/interspeech/2015 db/conf/interspeech/interspeech2015.html#TaoHB15

Juan Pablo Arias Carlos Busso Néstor Becerra Yoma Shape-based modeling of the fundamental frequency contour for emotion detection in speech. 278-294 2014 28 Comput. Speech Lang. 1 https://doi.org/10.1016/j.csl.2013.07.002 db/journals/csl/csl28.html#AriasBY14

Soroosh Mariooryad Carlos Busso Compensating for speaker or lexical variabilities in speech for emotion recognition. 1-12 2014 57 Speech Commun. https://doi.org/10.1016/j.specom.2013.07.011 db/journals/speech/speech57.html#MariooryadB14

Najmeh Sadoughi Yang Liu 0004 Carlos Busso Speech-Driven Animation Constrained by Appropriate Discourse Functions. 148-155 2014 ICMI https://doi.org/10.1145/2663204.2663252 conf/icmi/2014 db/conf/icmi/icmi2014.html#SadoughiLB14 Nanxiang Li Carlos Busso User Independent Gaze Estimation by Exploiting Similarity Measures in the Eye Pair Appearance Eigenspace. 335-338 2014 ICMI https://doi.org/10.1145/2663204.2663250 conf/icmi/2014 db/conf/icmi/icmi2014.html#LiB14 Soroosh Mariooryad Reza Lotfian Carlos Busso Building a naturalistic emotional speech corpus by retrieving expressive behaviors from existing speech corpora. 238-242 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-60 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#MariooryadLB14 Fei Tao 0003 Carlos Busso Lipreading approach for isolated digits recognition under whisper and neutral speech. 1154-1158 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-294 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#TaoB14 Mohammed Abdel-Wahab 0001 Carlos Busso Evaluation of syllable rate estimation in expressive speech and its contribution to emotion recognition. 472-477 2014 SLT https://doi.org/10.1109/SLT.2014.7078620 conf/slt/2014 db/conf/slt/slt2014.html#Abdel-WahabB14 Nanxiang Li Carlos Busso Using Perceptual Evaluation to Quantify Cognitive and Visual Driver Distractions. 183-207 2014 Smart Mobile In-Vehicle Systems https://doi.org/10.1007/978-1-4614-9120-0_11 books/daglib/0036822 db/books/collections/SATH2014.html#LiB14

Soroosh Mariooryad Carlos Busso Exploring Cross-Modality Affective Reactions for Audiovisual Emotion Recognition. 183-196 2013 4 IEEE Trans. Affect. Comput. 2 https://doi.org/10.1109/T-AFFC.2013.11 http://doi.ieeecomputersociety.org/10.1109/T-AFFC.2013.11 db/journals/taffco/taffco4.html#MariooryadB13

Carlos Busso Soroosh Mariooryad Angeliki Metallinou Shrikanth S. Narayanan Iterative Feature Normalization Scheme for Automatic Emotion Detection from Speech. 386-397 2013 4 IEEE Trans. Affect. Comput. 4 https://doi.org/10.1109/T-AFFC.2013.26 http://doi.ieeecomputersociety.org/10.1109/T-AFFC.2013.26 db/journals/taffco/taffco4.html#BussoMMN13

Nanxiang Li Jinesh J. Jain Carlos Busso Modeling of Driver Behavior in Real World Scenarios Using Multiple Noninvasive Sensors. 1213-1225 2013 15 IEEE Trans. Multim. 5 https://doi.org/10.1109/TMM.2013.2241416 db/journals/tmm/tmm15.html#LiJB13

Soroosh Mariooryad Carlos Busso Analysis and Compensation of the Reaction Lag of Evaluators in Continuous Emotional Annotations. 85-90 2013 ACII https://doi.org/10.1109/ACII.2013.21 https://doi.ieeecomputersociety.org/10.1109/ACII.2013.21 conf/acii/2013 db/conf/acii/acii2013.html#MariooryadB13 Soroosh Mariooryad Carlos Busso Feature and model level compensation of lexical content for facial emotion recognition. 1-6 2013 FG https://doi.org/10.1109/FG.2013.6553752 https://doi.ieeecomputersociety.org/10.1109/FG.2013.6553752 conf/fgr/2013 db/conf/fgr/fg2013.html#MariooryadB13 Tam Tran Soroosh Mariooryad Carlos Busso Audiovisual corpus to analyze whisper speech. 8101-8105 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6639243 conf/icassp/2013 db/conf/icassp/icassp2013.html#TranMB13 Nanxiang Li Carlos Busso Analysis of facial features of drivers under cognitive and visual distractions. 1-6 2013 ICME https://doi.org/10.1109/ICME.2013.6607575 https://doi.ieeecomputersociety.org/10.1109/ICME.2013.6607575 conf/icmcs/2013 db/conf/icmcs/icme2013.html#LiB13 Nanxiang Li Carlos Busso Evaluating the robustness of an appearance-based gaze estimation method for multimodal interfaces. 91-98 2013 ICMI https://doi.org/10.1145/2522848.2522876 conf/icmi/2013 db/conf/icmi/icmi2013.html#LiB13 Juan Pablo Arias Carlos Busso Néstor Becerra Yoma Energy and F0 contour modeling with functional data analysis for emotional speech detection. 2871-2875 2013 INTERSPEECH https://doi.org/10.21437/Interspeech.2013-253 conf/interspeech/2013 db/conf/interspeech/interspeech2013.html#AriasBY13

Soroosh Mariooryad Carlos Busso Generating Human-Like Behaviors Using Joint, Speech-Driven Models for Conversational Agents. 2329-2340 2012 20 IEEE Trans. Speech Audio Process. 8 https://doi.org/10.1109/TASL.2012.2201476 db/journals/taslp/taslp20.html#MariooryadB12

Tauhidur Rahman Carlos Busso A personalized emotion recognition system using an unsupervised feature adaptation scheme. 5117-5120 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6289072 conf/icassp/2012 db/conf/icassp/icassp2012.html#RahmanB12 Soroosh Mariooryad Carlos Busso Factorizing speaker, lexical and emotional variabilities observed in facial expressions. 2605-2608 2012 ICIP https://doi.org/10.1109/ICIP.2012.6467432 conf/icip/2012 db/conf/icip/icip2012.html#MariooryadB12 David Tick Tauhidur Rahman Carlos Busso Nicholas R. Gans Indoor robotic terrain classification via angular velocity based hierarchical classifier selection. 3594-3600 2012 ICRA https://doi.org/10.1109/ICRA.2012.6225128 conf/icra/2012 db/conf/icra/icra2012.html#TickRBG12 Carlos Busso Tauhidur Rahman Unveiling the Acoustic Properties that Describe the Valence Dimension. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-124 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#BussoR12 1179-1182

Chi-Chun Lee Emily Mower Carlos Busso Sungbok Lee Shrikanth S. Narayanan Emotion recognition using a hierarchical binary decision tree approach. 1162-1171 2011 53 Speech Commun. 9-10 https://doi.org/10.1016/j.specom.2011.06.004 db/journals/speech/speech53.html#LeeMBLN11

Xing Fan Carlos Busso John H. L. Hansen Audio-visual isolated digit recognition for whispered speech. 1500-1503 2011 EUSIPCO https://ieeexplore.ieee.org/document/7073972/ conf/eusipco/2011 db/conf/eusipco/eusipco2011.html#FanBH11 Carlos Busso Angeliki Metallinou Shrikanth S. Narayanan Iterative feature normalization for emotional speech detection. 5692-5695 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5947652 conf/icassp/2011 db/conf/icassp/icassp2011.html#BussoMN11 Jinesh J. Jain Carlos Busso Analysis of driver behaviors during common tasks using frontal video camera and CAN-Bus information. 1-6 2011 ICME https://doi.org/10.1109/ICME.2011.6011950 https://doi.ieeecomputersociety.org/10.1109/ICME.2011.6011950 conf/icmcs/2011 db/conf/icmcs/icme2011.html#JainB11 Tauhidur Rahman Soroosh Mariooryad Shalini Keshavamurthy Gang Liu 0001 John H. L. Hansen Carlos Busso Detecting Sleepiness by Fusing Classifiers Trained with Novel Acoustic Features. 3285-3288 2011 INTERSPEECH conf/interspeech/2011 db/conf/interspeech/interspeech2011.html#RahmanMKLHB11 https://doi.org/10.21437/Interspeech.2011-809 Angeliki Metallinou Carlos Busso Sungbok Lee Shrikanth S. Narayanan Visual emotion recognition using compact facial representations and viseme information. 2474-2477 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5494893 conf/icassp/2010 db/conf/icassp/icassp2010.html#MetallinouBLN10

Carlos Busso Sungbok Lee Shrikanth S. Narayanan Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection. 582-596 2009 17 IEEE Trans. Speech Audio Process. 4 https://doi.org/10.1109/TASL.2008.2009578 db/journals/taslp/taslp17.html#BussoLN09

Emily Mower Angeliki Metallinou Chi-Chun Lee Abe Kazemzadeh Carlos Busso Sungbok Lee Shrikanth S. Narayanan Interpreting ambiguous emotional expressions. 1-8 2009 ACII https://doi.org/10.1109/ACII.2009.5349500 https://doi.ieeecomputersociety.org/10.1109/ACII.2009.5349500 conf/acii/2009 db/conf/acii/acii2009.html#MowerMLKBLN09 Chi-Chun Lee Emily Mower Carlos Busso Sungbok Lee Shrikanth S. Narayanan Emotion recognition using a hierarchical binary decision tree approach. 320-323 2009 INTERSPEECH https://doi.org/10.21437/Interspeech.2009-105 conf/interspeech/2009 db/conf/interspeech/interspeech2009.html#LeeMBLN09 Chi-Chun Lee Carlos Busso Sungbok Lee Shrikanth S. Narayanan Modeling mutual influence of interlocutor emotion states in dyadic spoken interactions. 1983-1986 2009 INTERSPEECH https://doi.org/10.21437/Interspeech.2009-480 conf/interspeech/2009 db/conf/interspeech/interspeech2009.html#LeeBLN09

Carlos Busso Murtaza Bulut Chi-Chun Lee Abe Kazemzadeh Emily Mower Samuel Kim Jeannette N. Chang Sungbok Lee Shrikanth S. Narayanan IEMOCAP: interactive emotional dyadic motion capture database. 335-359 2008 42 Lang. Resour. Evaluation 4 https://doi.org/10.1007/s10579-008-9076-6 https://www.wikidata.org/entity/Q57229284 https://orkg.org/resource/R191629 db/journals/lre/lre42.html#BussoBLKMKCLN08

Carlos Busso Shrikanth S. Narayanan The expression and perception of emotions: comparing assessments of self versus others. 257-260 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-92 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#BussoN08 Carlos Busso Shrikanth S. Narayanan Scripted dialogs versus improvisation: lessons learned about emotional elicitation techniques from the IEMOCAP database. 1670-1673 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-463 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#BussoN08a

Carlos Busso Zhigang Deng 0001 Michael Grimm Ulrich Neumann Shrikanth S. Narayanan Rigid Head Motion in Expressive Speech Animation: Analysis and Synthesis. 1075-1086 2007 15 IEEE Trans. Speech Audio Process. 3 https://doi.org/10.1109/TASL.2006.885910 db/journals/taslp/taslp15.html#BussoDGNN07

Carlos Busso Shrikanth S. Narayanan Interrelation Between Speech and Facial Gestures in Emotional Utterances: A Single Subject Study. 2331-2347 2007 15 IEEE Trans. Speech Audio Process. 8 https://doi.org/10.1109/TASL.2007.905145 db/journals/taslp/taslp15.html#BussoN07

Carlos Busso Panayiotis G. Georgiou Shrikanth S. Narayanan Real-Time Monitoring of Participants' Interaction in a Meeting using Audio-Visual Sensors. 685-688 2007 ICASSP (2) https://doi.org/10.1109/ICASSP.2007.366328 conf/icassp/2007 db/conf/icassp/icassp2007.html#BussoGN07 Carlos Busso Sungbok Lee Shrikanth S. Narayanan Using neutral speech models for emotional speech analysis. 2225-2228 2007 INTERSPEECH https://doi.org/10.21437/Interspeech.2007-605 conf/interspeech/2007 db/conf/interspeech/interspeech2007.html#BussoLN07 Carlos Busso Shrikanth S. Narayanan Joint Analysis of the Emotional Fingerprint in the Face and Speech: A single subject study. 43-47 2007 MMSP https://doi.org/10.1109/MMSP.2007.4412814 conf/mmsp/2007 db/conf/mmsp/mmsp2007.html#BussoN07 Viktor Rozgic Carlos Busso Panayiotis G. Georgiou Shrikanth S. Narayanan Multimodal Meeting Monitoring: Improvements on Speaker Tracking and Segmentation through a Modified Mixture Particle Filter. 60-65 2007 MMSP https://doi.org/10.1109/MMSP.2007.4412818 https://www.wikidata.org/entity/Q59163599 conf/mmsp/2007 db/conf/mmsp/mmsp2007.html#RozgicBGN07

Néstor Becerra Yoma Carlos Molina Jorge F. Silva Carlos Busso Modeling, estimating, and compensating low-bit rate coding distortion in speech recognition. 246-255 2006 14 IEEE Trans. Speech Audio Process. 1 https://doi.org/10.1109/TSA.2005.852994 db/journals/taslp/taslp14.html#YomaMSB06

Carlos Busso Zhigang Deng 0001 Ulrich Neumann Shrikanth S. Narayanan Natural head motion synthesis driven by acoustic prosodic features. 283-290 2005 16 Comput. Animat. Virtual Worlds 3-4 https://doi.org/10.1002/cav.80 db/journals/jvca/jvca16.html#BussoDNN05

Carlos Busso Sergi Hernanz Chi-Wei Chu Soonil Kwon Sung Lee Panayiotis G. Georgiou Isaac Cohen Shrikanth S. Narayanan Smart room: participant and speaker localization and identification. 1117-1120 2005 ICASSP (2) https://doi.org/10.1109/ICASSP.2005.1415605 conf/icassp/2005 db/conf/icassp/icassp2005.html#BussoHCKLGCN05 Murtaza Bulut Carlos Busso Serdar Yildirim Abe Kazemzadeh Chul Min Lee Sungbok Lee Shrikanth S. Narayanan Investigating the role of phoneme-level modifications in emotional speech resynthesis. 801-804 2005 INTERSPEECH https://doi.org/10.21437/Interspeech.2005-378 conf/interspeech/2005 db/conf/interspeech/interspeech2005.html#BulutBYKLLN05

Néstor Becerra Yoma Juan Hood Carlos Busso A real-time protocol for the Internet based on the least mean square algorithm. 174-184 2004 6 IEEE Trans. Multim. 1 https://doi.org/10.1109/TMM.2003.819582 db/journals/tmm/tmm6.html#YomaHB04

Carlos Busso Zhigang Deng 0001 Serdar Yildirim Murtaza Bulut Chul Min Lee Abe Kazemzadeh Sungbok Lee Ulrich Neumann Shrikanth S. Narayanan Analysis of emotion recognition using facial expressions, speech and multimodal information. 205-211 2004 conf/icmi/2004 ICMI https://doi.org/10.1145/1027933.1027968 db/conf/icmi/icmi2004.html#BussoDYBLKLNN04 Chul Min Lee Serdar Yildirim Murtaza Bulut Abe Kazemzadeh Carlos Busso Zhigang Deng 0001 Sungbok Lee Shrikanth S. Narayanan Emotion recognition based on phoneme classes. 2004 INTERSPEECH https://doi.org/10.21437/Interspeech.2004-322 conf/interspeech/2004 db/conf/interspeech/interspeech2004.html#LeeYBkBDLN04 889-892 Serdar Yildirim Murtaza Bulut Chul Min Lee Abe Kazemzadeh Zhigang Deng 0001 Sungbok Lee Shrikanth S. Narayanan Carlos Busso An acoustic study of emotions expressed in speech. 2004 INTERSPEECH https://doi.org/10.21437/Interspeech.2004-242 conf/interspeech/2004 db/conf/interspeech/interspeech2004.html#YildirimBLKDLNB04 2193-2196 Zhigang Deng 0001 Shri Narayanan Carlos Busso Ulrich Neumann Audio-based head motion synthesis for Avatar-based telepresence systems. 24-30 2004 ETP@MM https://doi.org/10.1145/1026776.1026784 conf/mm/2004etp db/conf/mm/etp2004.html#DengNBN04 Mohammed Abdel-Wahab 0001Mohammed Abdelwahab 0001 Samuel Abplanalp Celeste Abraham Beena Ahmed Chung Soo Ahn Kumar Akash Naofal Al-Dhahir Hussain Al-Enazi Moustafa Al-Khalil Eduardo Alvarado Elisabeth André Sameer K. Antani Juan Pablo Arias Jun Bai Michelle Bancroft Nicolas Bohmer Mangona Bokshi Isaac Brooks Dick C. A. Bulterman Murtaza Bulut Alec Burmania Sharon Carnicke Kayla Caughlin Joyce Y. ChaiJoyce Yue Chai Shreeram Suresh Chandra Jeannette N. Chang Kai-Wei Chang 0001 Shih-Fu Chang Lyuhao Chen Xie Chen 0001 Shuna Cheng Yi-Shing Lisa Cheng Woan-Shiuan Chien Huang-Cheng Chou Ju-Chieh Chou Chi-Wei Chu Isaac Cohen Roddy Cowie Rodrigo Cuenca-Martinez Nicholas Cummins Louis Daudet Najim Dehak Zhigang Deng 0001 Laurence DevillersLaurence Y. Devillers Mona T. Diab Fernando Diaz Zongyang Du Elvis Duran-Sierra Julien Epps Florian Eyben Xing Fan Ronald Faram Christian Flores Patrick J. Flynn Chiyuan Fu Daniel Fulford Nicholas R. Gans Pu Gao Ricardo García L. Paola García-PereraLeibny Paola GarcíaPaola García 0001 David Gard Panayiotis G. Georgiou Susmitha Gogineni Lucas Goncalves Rachel Gonzalez Nicolás Grágeda Michael Grimm Rami R. Hallac Zakia Hammal John H. L. Hansen Kazi Nazmul Haque Lucas M. Harrison John B. Harvill Taufiq Hasan Alex Hauptmann 0001Alexander G. Hauptmann Rashmi Hegde Sergi Hernanz Dirk Heylen Kathleen E. Higgins Julia Hirschberg Juan Hood Chan-Jan Hsu Tiancheng Hu Fernando Huenupán Asif Iqbal 0009 Jinesh J. Jain Ramesh Jain 0001Ramesh C. Jain Anil Jakkam Sumit Jha Jim Xiuquan JiJim Ji 0001 Javier A. Jo Alex A. Kane William F. Katz Abe Kazemzadeh Shalini Keshavamurthy Sara Khalifa Jaeyeon Kim Samuel Kim Mary A. Kohler Yen-Chun Kuo Soonil Kwon Petri Laukka Chi-Chun Lee Chul Min Lee Hung-yi LeeHung-Yi Lee Sung Lee Sungbok Lee Seong-Gyun Leem Carole Leung Bohan Li Haizhou Li 0001 Jeng-Lin Li Jinyu Li Nanxiang Li Wei-Cheng Lin Yi-Cheng Lin Gang Liu 0001 Jiajun Liu 0013 Rui Liu 0008 Yang Liu 0004 Reza Lotfian Junchen Lu Jarrod Luckenbaugh Alejandro Luzanto Bin Ma 0001 Yinghao Ma Ziyang Ma 0001 Aurosweta Mahapatra Mohamed Hany Mahmoud Rodrigo Mahú Soroosh Mariooryad Mathias Martinez Luz Martinez-Lucas Mohamed F. Marzban Ketan Mayer-Patel Angeliki Metallinou Reuven Meth Teruhisa Misu Carlos Molina Raymond J. Mooney Louis-Philippe Morency Laureano Moro-Velázquez David R. Mortensen Pravin Mote Klara Nahrstedt Abinay Reddy Naini Yukiko I. Nakano Rajesh Narasimha Shri NarayananShrikanth S. Narayanan Premkumar NatarajanPrem Natarajan Ulrich Neumann Lucie H. Nguyen Toyoaki Nishida Jukka-Pekka Onnela Sharon L. Oviatt Srinivas Parthasarathy Catherine Pelachaud Jacqueline M. Plemons Christian Poellabauer B. Prabhakaran 0001Balakrishnan Prabhakaran 0001 Emily Mower ProvostEmily Mower Yuning Qiu Youyang Qu Tauhidur Rahman Jagath C. Rajapakse Thejan Rajapakshe Rajib Rana Soumitry J. RaySoumitry Jagadev Ray Elizabeth Richerson Donita Robinson Karen Rosero Viktor Rozgic Najmeh Sadoughi Albert Ali Salah Ali N. Salman Amardeep Sathyanarayana Klaus R. Scherer Sandra L. Schneider Björn W. Schuller Vidhyasaharan Sethu Yuan Shangguan Palaiahnakote ShivakumaraShivakumara Palaiahnakote Jorge F. Silva Chng Eng SiongEng Siong Chng Berrak Sisman Sunil Sivadas Jeff Chan-Jan Sju Cortney Van't Slot Arnold W. M. Smeulders Kusha Sridhar Bo-Hao Su Shruthi Subramanium Esther Sun Hari Sundaram Johan Sundberg Alva Tang Fei Tao 0003 Xiaohui Tao 0001 Thomas Thebaud David Tick Gabriel P. Tortorelli Tam Tran Khiet P. Truong Liang-Hsuan Tseng Jing-Tong Tzeng Ismail Rasim ÜlgenIsmail Rasim Ulgen Shreya G. Upadhyay Andrea Vidal Christina Vlahakos Ning Wang 0104 Ying S. Wang Stacie L. Warren Shinji Watanabe 0001 Victoria Woo John Wright Di Wu 0050 Haibin Wu Ya-Tse Wu Jiatian Xi Yunze Xiao Jin Xu 0010 Ruiyang Xu Weihao Xuan Nikhil Yadav Vladislav Yakovlev Chao-Han Huck Yang Zhaojun Yang Georgios N. Yannakakis Eunjung Yeo Serdar Yildirim Néstor Becerra Yoma Kai Yu 0004 Chunlei Zhang Ji Zhang 0001 Zhengyou Zhang Guoying Zhao 0001 Yang Zheng Kun Zhou 0003 Michelle X. Zhou