Analysis of emotion recognition using facial expressions, speech and multimodal information. - Carlos Busso; Zhigang Deng 001; Serdar Yildirim; Murtaza Bulut; Chul Min Lee; Abe Kazemzadeh; Sungbok Lee; Ulrich Neumann; Shrikanth S. Narayanan (ICMI, 2004)

Emotion recognition based on phoneme classes. - Chul Min Lee; Serdar Yildirim; Murtaza Bulut; Abe Kazemzadeh; Carlos Busso; Zhigang Deng 001; Sungbok Lee; Shrikanth S. Narayanan (INTERSPEECH, 2004)

An acoustic study of emotions expressed in speech. - Serdar Yildirim; Murtaza Bulut; Chul Min Lee; Abe Kazemzadeh; Zhigang Deng 001; Sungbok Lee; Shrikanth S. Narayanan; Carlos Busso (INTERSPEECH, 2004)

Audio-based head motion synthesis for Avatar-based telepresence systems. - Zhigang Deng 001; Shri Narayanan; Carlos Busso; Ulrich Neumann (ETP@MM, 2004)

A real-time protocol for the Internet based on the least mean square algorithm. - Néstor Becerra Yoma; Juan Hood; Carlos Busso (IEEE Trans. Multim., 2004)

Smart room: participant and speaker localization and identification. - Carlos Busso; Sergi Hernanz; Chi-Wei Chu; Soonil Kwon; Sung Lee; Panayiotis G. Georgiou; Isaac Cohen; Shrikanth S. Narayanan (ICASSP (2), 2005)

Investigating the role of phoneme-level modifications in emotional speech resynthesis. - Murtaza Bulut; Carlos Busso; Serdar Yildirim; Abe Kazemzadeh; Chul Min Lee; Sungbok Lee; Shrikanth S. Narayanan (INTERSPEECH, 2005)

Natural head motion synthesis driven by acoustic prosodic features. - Carlos Busso; Zhigang Deng 001; Ulrich Neumann; Shrikanth S. Narayanan (Comput. Animat. Virtual Worlds, 2005)

Modeling, estimating, and compensating low-bit rate coding distortion in speech recognition. - Néstor Becerra Yoma; Carlos Molina; Jorge F. Silva; Carlos Busso (IEEE Trans. Speech Audio Process., 2006)

Real-Time Monitoring of Participants' Interaction in a Meeting using Audio-Visual Sensors. - Carlos Busso; Panayiotis G. Georgiou; Shrikanth S. Narayanan (ICASSP (2), 2007)

Using neutral speech models for emotional speech analysis. - Carlos Busso; Sungbok Lee; Shrikanth S. Narayanan (INTERSPEECH, 2007)

Joint Analysis of the Emotional Fingerprint in the Face and Speech: A single subject study. - Carlos Busso; Shrikanth S. Narayanan (MMSP, 2007)

Multimodal Meeting Monitoring: Improvements on Speaker Tracking and Segmentation through a Modified Mixture Particle Filter. - Viktor Rozgic; Carlos Busso; Panayiotis G. Georgiou; Shrikanth S. Narayanan (MMSP, 2007)

Rigid Head Motion in Expressive Speech Animation: Analysis and Synthesis. - Carlos Busso; Zhigang Deng 001; Michael Grimm; Ulrich Neumann; Shrikanth S. Narayanan (IEEE Trans. Speech Audio Process., 2007)

Interrelation Between Speech and Facial Gestures in Emotional Utterances: A Single Subject Study. - Carlos Busso; Shrikanth S. Narayanan (IEEE Trans. Speech Audio Process., 2007)

The expression and perception of emotions: comparing assessments of self versus others. - Carlos Busso; Shrikanth S. Narayanan (INTERSPEECH, 2008)

Scripted dialogs versus improvisation: lessons learned about emotional elicitation techniques from the IEMOCAP database. - Carlos Busso; Shrikanth S. Narayanan (INTERSPEECH, 2008)

IEMOCAP: interactive emotional dyadic motion capture database. - Carlos Busso; Murtaza Bulut; Chi-Chun Lee; Abe Kazemzadeh; Emily Mower; Samuel Kim; Jeannette N. Chang; Sungbok Lee; Shrikanth S. Narayanan (Lang. Resour. Evaluation, 2008)

Interpreting ambiguous emotional expressions. - Emily Mower; Angeliki Metallinou; Chi-Chun Lee; Abe Kazemzadeh; Carlos Busso; Sungbok Lee; Shrikanth S. Narayanan (ACII, 2009)

Modeling mutual influence of interlocutor emotion states in dyadic spoken interactions. - Chi-Chun Lee; Carlos Busso; Sungbok Lee; Shrikanth S. Narayanan (INTERSPEECH, 2009)

Analysis of Emotionally Salient Aspects of Fundamental Frequency for Emotion Detection. - Carlos Busso; Sungbok Lee; Shrikanth S. Narayanan (IEEE Trans. Speech Audio Process., 2009)

Visual emotion recognition using compact facial representations and viseme information. - Angeliki Metallinou; Carlos Busso; Sungbok Lee; Shrikanth S. Narayanan (ICASSP, 2010)

Audio-visual isolated digit recognition for whispered speech. - Xing Fan; Carlos Busso; John H. L. Hansen (EUSIPCO, 2011)

Iterative feature normalization for emotional speech detection. - Carlos Busso; Angeliki Metallinou; Shrikanth S. Narayanan (ICASSP, 2011)

Analysis of driver behaviors during common tasks using frontal video camera and CAN-Bus information. - Jinesh J. Jain; Carlos Busso (ICME, 2011)

Detecting Sleepiness by Fusing Classifiers Trained with Novel Acoustic Features. - Tauhidur Rahman; Soroosh Mariooryad; Shalini Keshavamurthy; Gang Liu 001; John H. L. Hansen; Carlos Busso (INTERSPEECH, 2011)

Emotion recognition using a hierarchical binary decision tree approach. - Chi-Chun Lee; Emily Mower; Carlos Busso; Sungbok Lee; Shrikanth S. Narayanan (Speech Commun., 2011)

A personalized emotion recognition system using an unsupervised feature adaptation scheme. - Tauhidur Rahman; Carlos Busso (ICASSP, 2012)

Factorizing speaker, lexical and emotional variabilities observed in facial expressions. - Soroosh Mariooryad; Carlos Busso (ICIP, 2012)

Indoor robotic terrain classification via angular velocity based hierarchical classifier selection. - David Tick; Tauhidur Rahman; Carlos Busso; Nicholas R. Gans (ICRA, 2012)

Unveiling the Acoustic Properties that Describe the Valence Dimension. - Carlos Busso; Tauhidur Rahman (INTERSPEECH, 2012)

Generating Human-Like Behaviors Using Joint, Speech-Driven Models for Conversational Agents. - Soroosh Mariooryad; Carlos Busso (IEEE Trans. Speech Audio Process., 2012)

Analysis and Compensation of the Reaction Lag of Evaluators in Continuous Emotional Annotations. - Soroosh Mariooryad; Carlos Busso (ACII, 2013)

Feature and model level compensation of lexical content for facial emotion recognition. - Soroosh Mariooryad; Carlos Busso (FG, 2013)

Audiovisual corpus to analyze whisper speech. - Tam Tran; Soroosh Mariooryad; Carlos Busso (ICASSP, 2013)

Analysis of facial features of drivers under cognitive and visual distractions. - Nanxiang Li; Carlos Busso (ICME, 2013)

Evaluating the robustness of an appearance-based gaze estimation method for multimodal interfaces. - Nanxiang Li; Carlos Busso (ICMI, 2013)

Energy and F0 contour modeling with functional data analysis for emotional speech detection. - Juan Pablo Arias; Carlos Busso; Néstor Becerra Yoma (INTERSPEECH, 2013)

Iterative Feature Normalization Scheme for Automatic Emotion Detection from Speech. - Carlos Busso; Soroosh Mariooryad; Angeliki Metallinou; Shrikanth S. Narayanan (IEEE Trans. Affect. Comput., 2013)

Exploring Cross-Modality Affective Reactions for Audiovisual Emotion Recognition. - Soroosh Mariooryad; Carlos Busso (IEEE Trans. Affect. Comput., 2013)

Modeling of Driver Behavior in Real World Scenarios Using Multiple Noninvasive Sensors. - Nanxiang Li; Jinesh J. Jain; Carlos Busso (IEEE Trans. Multim., 2013)

Using Perceptual Evaluation to Quantify Cognitive and Visual Driver Distractions. - Nanxiang Li; Carlos Busso (Smart Mobile In-Vehicle Systems, 2014)

User Independent Gaze Estimation by Exploiting Similarity Measures in the Eye Pair Appearance Eigenspace. - Nanxiang Li; Carlos Busso (ICMI, 2014)

Speech-Driven Animation Constrained by Appropriate Discourse Functions. - Najmeh Sadoughi; Yang Liu 004; Carlos Busso (ICMI, 2014)

Building a naturalistic emotional speech corpus by retrieving expressive behaviors from existing speech corpora. - Soroosh Mariooryad; Reza Lotfian; Carlos Busso (INTERSPEECH, 2014)

Lipreading approach for isolated digits recognition under whisper and neutral speech. - Fei Tao 003; Carlos Busso (INTERSPEECH, 2014)

Evaluation of syllable rate estimation in expressive speech and its contribution to emotion recognition. - Mohammed Abdel-Wahab 001; Carlos Busso (SLT, 2014)

Shape-based modeling of the fundamental frequency contour for emotion detection in speech. - Juan Pablo Arias; Carlos Busso; Néstor Becerra Yoma (Comput. Speech Lang., 2014)

Compensating for speaker or lexical variabilities in speech for emotion recognition. - Soroosh Mariooryad; Carlos Busso (Speech Commun., 2014)

MSP-AVATAR corpus: Motion capture recordings to study the role of discourse functions in the design of intelligent virtual agents. - Najmeh Sadoughi; Yang Liu 004; Carlos Busso (FG, 2015)

Supervised domain adaptation for emotion recognition from speech. - Mohammed Abdel-Wahab 001; Carlos Busso (ICASSP, 2015)

Emotion recognition using synthetic speech as neutral reference. - Reza Lotfian; Carlos Busso (ICASSP, 2015)

Adjacent Vehicle Collision Warning System using Image Sensor and Inertial Measurement Unit. - Asif Iqbal 009; Carlos Busso; Nicholas R. Gans (ICMI, 2015)

Retrieving Target Gestures Toward Speech Driven Animation with Meaningful Behaviors. - Najmeh Sadoughi; Carlos Busso (ICMI, 2015)

An unsupervised visual-only voice activity detection approach using temporal orofacial features. - Fei Tao 003; John H. L. Hansen; Carlos Busso (INTERSPEECH, 2015)

Challenges in Concussion Detection Using Vocal Acoustic Biomarkers. - Christian Poellabauer; Nikhil Yadav; Louis Daudet; Sandra L. Schneider; Carlos Busso; Patrick J. Flynn (IEEE Access, 2015)

Correcting Time-Continuous Emotional Labels by Modeling the Reaction Lag of Evaluators. - Soroosh Mariooryad; Carlos Busso (IEEE Trans. Affect. Comput., 2015)

UMEME: University of Michigan Emotional McGurk Effect Data Set. - Emily Mower Provost; Yuan Shangguan; Carlos Busso (IEEE Trans. Affect. Comput., 2015)

Predicting Perceived Visual and Cognitive Distractions of Drivers With Multimodal Features. - Nanxiang Li; Carlos Busso (IEEE Trans. Intell. Transp. Syst., 2015)

Tradeoff between quality and quantity of emotional annotations to characterize expressive behaviors. - Alec Burmania; Mohammed Abdel-Wahab 001; Carlos Busso (ICASSP, 2016)

Automatic composition of broadcast news summaries using rank classifiers trained with acoustic and lexical features. - Taufiq Hasan; Mohammed Abdel-Wahab 001; Srinivas Parthasarathy; Carlos Busso; Yang Liu 004 (ICASSP, 2016)

A multimodal analysis of synchrony during dyadic interaction using a metric based on sequential pattern mining. - Anil Jakkam; Carlos Busso (ICASSP, 2016)

Practical considerations on the use of preference learning for ranking emotional speech. - Reza Lotfian; Carlos Busso (ICASSP, 2016)

Retrieving Categorical Emotions Using a Probabilistic Framework to Define Preference Learning Samples. - Reza Lotfian; Carlos Busso (INTERSPEECH, 2016)

Defining Emotionally Salient Regions Using Qualitative Agreement Method. - Srinivas Parthasarathy; Carlos Busso (INTERSPEECH, 2016)

Head Motion Generation with Synthetic Speech: A Data Driven Approach. - Najmeh Sadoughi; Carlos Busso (INTERSPEECH, 2016)

A Portable Automatic PA-TA-KA Syllable Detection System to Derive Biomarkers for Neurological Disorders. - Fei Tao 003; Louis Daudet; Christian Poellabauer; Sandra L. Schneider; Carlos Busso (INTERSPEECH, 2016)

Improving Boundary Estimation in Audiovisual Speech Activity Detection Using Bayesian Information Criterion. - Fei Tao 003; John H. L. Hansen; Carlos Busso (INTERSPEECH, 2016)

Analyzing the relationship between head pose and gaze to model driver visual attention. - Sumit Jha; Carlos Busso (ITSC, 2016)

The USC CreativeIT database of multimodal dyadic interactions: from speech and full body motion capture to continuous emotional annotations. - Angeliki Metallinou; Zhaojun Yang; Chi-Chun Lee; Carlos Busso; Sharon Carnicke; Shrikanth S. Narayanan (Lang. Resour. Evaluation, 2016)

Increasing the Reliability of Crowdsourcing Evaluations Using Online Quality Assessment. - Alec Burmania; Srinivas Parthasarathy; Carlos Busso (IEEE Trans. Affect. Comput., 2016)

The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing. - 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 (IEEE Trans. Affect. Comput., 2016)

Facial Expression Recognition in the Presence of Speech Using Blind Lexical Compensation. - Soroosh Mariooryad; Carlos Busso (IEEE Trans. Affect. Comput., 2016)

Using Agreement on Direction of Change to Build Rank-Based Emotion Classifiers. - Srinivas Parthasarathy; Roddy Cowie; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Detecting Drivers' Mirror-Checking Actions and Its Application to Maneuver and Secondary Task Recognition. - Nanxiang Li; Carlos Busso (IEEE Trans. Intell. Transp. Syst., 2016)

Formulating emotion perception as a probabilistic model with application to categorical emotion classification. - Reza Lotfian; Carlos Busso (ACII, 2017)

Predicting speaker recognition reliability by considering emotional content. - Srinivas Parthasarathy; Carlos Busso (ACII, 2017)

The ordinal nature of emotions. - Georgios N. Yannakakis; Roddy Cowie; Carlos Busso (ACII, 2017)

Ensemble feature selection for domain adaptation in speech emotion recognition. - Mohammed Abdel-Wahab 001; Carlos Busso (ICASSP, 2017)

Incremental adaptation using active learning for acoustic emotion recognition. - Mohammed Abdel-Wahab 001; Carlos Busso (ICASSP, 2017)

Ranking emotional attributes with deep neural networks. - Srinivas Parthasarathy; Reza Lotfian; Carlos Busso (ICASSP, 2017)

A study of speaker verification performance with expressive speech. - Srinivas Parthasarathy; Chunlei Zhang; John H. L. Hansen; Carlos Busso (ICASSP, 2017)

A Stepwise Analysis of Aggregated Crowdsourced Labels Describing Multimodal Emotional Behaviors. - Alec Burmania; Carlos Busso (INTERSPEECH, 2017)

Jointly Predicting Arousal, Valence and Dominance with Multi-Task Learning. - Srinivas Parthasarathy; Carlos Busso (INTERSPEECH, 2017)

Bimodal Recurrent Neural Network for Audiovisual Voice Activity Detection. - Fei Tao 003; Carlos Busso (INTERSPEECH, 2017)

Probabilistic estimation of the driver's gaze from head orientation and position. - Sumit Jha; Carlos Busso (ITSC, 2017)

Challenges in head pose estimation of drivers in naturalistic recordings using existing tools. - Sumit Jha; Carlos Busso (ITSC, 2017)

Joint Learning of Speech-Driven Facial Motion with Bidirectional Long-Short Term Memory. - Najmeh Sadoughi; Carlos Busso (IVA, 2017)

Assessment and classification of singing quality based on audio-visual features. - Mangona Bokshi; Fei Tao 003; Carlos Busso; John H. L. Hansen (VCIP, 2017)

Meaningful head movements driven by emotional synthetic speech. - Najmeh Sadoughi; Yang Liu 004; Carlos Busso (Speech Commun., 2017)

Driver Modeling for Detection and Assessment of Driver Distraction: Examples from the UTDrive Test Bed. - John H. L. Hansen; Carlos Busso; Yang Zheng; Amardeep Sathyanarayana (IEEE Signal Process. Mag., 2017)

MSP-IMPROV: An Acted Corpus of Dyadic Interactions to Study Emotion Perception. - Carlos Busso; Srinivas Parthasarathy; Alec Burmania; Mohammed Abdel-Wahab 001; Najmeh Sadoughi; Emily Mower Provost (IEEE Trans. Affect. Comput., 2017)

The Cost of Dichotomizing Continuous Labels for Binary Classification Problems: Deriving a Bayesian-Optimal Classifier. - Soroosh Mariooryad; Carlos Busso (IEEE Trans. Affect. Comput., 2017)

Expressive Speech-Driven Lip Movements with Multitask Learning. - Najmeh Sadoughi; Carlos Busso (FG, 2018)

Study of Dense Network Approaches for Speech Emotion Recognition. - Mohammed Abdel-Wahab 001; Carlos Busso (ICASSP, 2018)

Novel Realizations of Speech-Driven Head Movements with Generative Adversarial Networks. - Najmeh Sadoughi; Carlos Busso (ICASSP, 2018)

FI-CAP: Robust Framework to Benchmark Head Pose Estimation in Challenging Environments. - Sumit Jha; Carlos Busso (ICME, 2018)

Aligning Audiovisual Features for Audiovisual Speech Recognition. - Fei Tao 003; Carlos Busso (ICME, 2018)

Predicting Categorical Emotions by Jointly Learning Primary and Secondary Emotions through Multitask Learning. - Reza Lotfian; Carlos Busso (INTERSPEECH, 2018)

Preference-Learning with Qualitative Agreement for Sentence Level Emotional Annotations. - Srinivas Parthasarathy; Carlos Busso (INTERSPEECH, 2018)

Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes. - Srinivas Parthasarathy; Carlos Busso (INTERSPEECH, 2018)

Role of Regularization in the Prediction of Valence from Speech. - Kusha Sridhar; Srinivas Parthasarathy; Carlos Busso (INTERSPEECH, 2018)

Audiovisual Speech Activity Detection with Advanced Long Short-Term Memory. - Fei Tao 003; Carlos Busso (INTERSPEECH, 2018)

Probabilistic Estimation of the Gaze Region of the Driver using Dense Classification. - Sumit Jha; Carlos Busso (ITSC, 2018)

Calibration free, user-independent gaze estimation with tensor analysis. - Nanxiang Li; Carlos Busso (Image Vis. Comput., 2018)

Domain Adversarial for Acoustic Emotion Recognition. - Mohammed Abdel-Wahab 001; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Gating Neural Network for Large Vocabulary Audiovisual Speech Recognition. - Fei Tao 003; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Active Learning for Speech Emotion Recognition Using Deep Neural Network. - Mohammed Abdel-Wahab 001; Carlos Busso (ACII, 2019)

Exploring the Intersection Between Speaker Verification and Emotion Recognition. - Michelle Bancroft; Reza Lotfian; John H. L. Hansen; Carlos Busso (ACII Workshops, 2019)

Retrieving Speech Samples with Similar Emotional Content Using a Triplet Loss Function. - John B. Harvill; Mohammed Abdel-Wahab 001; Reza Lotfian; Carlos Busso (ICASSP, 2019)

Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks. - Sumit Jha; Carlos Busso (ICASSP, 2019)

Driving Anomaly Detection with Conditional Generative Adversarial Network using Physiological and CAN-Bus Data. - Yuning Qiu; Teruhisa Misu; Carlos Busso (ICMI, 2019)

Speech Emotion Recognition with a Reject Option. - Kusha Sridhar; Carlos Busso (INTERSPEECH, 2019)

Analysis of the Relationship Between Physiological Signals and Vehicle Maneuvers During a Naturalistic Driving Study. - Yuning Qiu; Teruhisa Misu; Carlos Busso (ITSC, 2019)

Lexical Dependent Emotion Detection Using Synthetic Speech Reference. - Reza Lotfian; Carlos Busso (IEEE Access, 2019)

Discriminative Features for Texture Retrieval Using Wavelet Packets. - Andrea Vidal; Jorge F. Silva; Carlos Busso (IEEE Access, 2019)

Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. - 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; et al. (CoRR, 2019)

The Ambiguous World of Emotion Representation. - Vidhyasaharan Sethu; Emily Mower Provost; Julien Epps; Carlos Busso; Nicholas Cummins; Shrikanth S. Narayanan (CoRR, 2019)

Speech-driven animation with meaningful behaviors. - Najmeh Sadoughi; Carlos Busso (Speech Commun., 2019)

End-to-end audiovisual speech activity detection with bimodal recurrent neural models. - Fei Tao 003; Carlos Busso (Speech Commun., 2019)

Building Naturalistic Emotionally Balanced Speech Corpus by Retrieving Emotional Speech from Existing Podcast Recordings. - Reza Lotfian; Carlos Busso (IEEE Trans. Affect. Comput., 2019)

Curriculum Learning for Speech Emotion Recognition From Crowdsourced Labels. - Reza Lotfian; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Dynamic versus Static Facial Expressions in the Presence of Speech. - Ali N. Salman; Carlos Busso (FG, 2020)

Modeling Uncertainty in Predicting Emotional Attributes from Spontaneous Speech. - Kusha Sridhar; Carlos Busso (ICASSP, 2020)

Style Extractor For Facial Expression Recognition in the Presence of Speech. - Ali N. Salman; Carlos Busso (ICIP, 2020)

MSP-Face Corpus: A Natural Audiovisual Emotional Database. - Andrea Vidal; Ali N. Salman; Wei-Cheng Lin; Carlos Busso (ICMI, 2020)

An Efficient Temporal Modeling Approach for Speech Emotion Recognition by Mapping Varied Duration Sentences into Fixed Number of Chunks. - Wei-Cheng Lin; Carlos Busso (INTERSPEECH, 2020)

The MSP-Conversation Corpus. - Luz Martinez-Lucas; Mohammed Abdelwahab 001; Carlos Busso (INTERSPEECH, 2020)

Ensemble of Students Taught by Probabilistic Teachers to Improve Speech Emotion Recognition. - Kusha Sridhar; Carlos Busso (INTERSPEECH, 2020)

Use of Triplet-Loss Function to Improve Driving Anomaly Detection Using Conditional Generative Adversarial Network. - Yuning Qiu; Teruhisa Misu; Carlos Busso (ITSC, 2020)

Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data. - Tiancheng Hu; Sumit Jha; Carlos Busso (IV, 2020)

Multimodal emotion recognition: Understanding the production process before modeling multimodal behaviors. - Carlos Busso (SMM, 2020)

Semi-Supervised Speech Emotion Recognition With Ladder Networks. - Srinivas Parthasarathy; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Multimodal Behavior Modeling for Socially Interactive Agents. - Catherine Pelachaud; Carlos Busso; Dirk Heylen (The Handbook on Socially Interactive Agents (1), 2021)

Generative Approach Using Soft-Labels to Learn Uncertainty in Predicting Emotional Attributes *. - Kusha Sridhar; Wei-Cheng Lin; Carlos Busso (ACII, 2021)

End-to-End Neural Network for Feature Extraction and Cancer Diagnosis of In Vivo Fluorescence Lifetime Images of Oral Lesions. - Kayla Caughlin; Elvis Duran-Sierra; Shuna Cheng; Rodrigo Cuenca-Martinez; Beena Ahmed; Jim Ji 001; Vladislav Yakovlev; Mathias Martinez; Moustafa Al-Khalil; Hussain Al-Enazi; Javier A. Jo; Carlos Busso (EMBC, 2021)

Deepemocluster: a Semi-Supervised Framework for Latent Cluster Representation of Speech Emotions. - Wei-Cheng Lin; Kusha Sridhar; Carlos Busso (ICASSP, 2021)

Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions. - Seong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso (Interspeech, 2021)

Voice Activity Detection with Teacher-Student Domain Emulation. - Jarrod Luckenbaugh; Samuel Abplanalp; Rachel Gonzalez; Daniel Fulford; David Gard; Carlos Busso (Interspeech, 2021)

Deep Representation Learning for Affective Speech Signal Analysis and Processing: Preventing unwanted signal disparities. - Chi-Chun Lee; Kusha Sridhar; Jeng-Lin Li; Wei-Cheng Lin; Bo-Hao Su; Carlos Busso (IEEE Signal Process. Mag., 2021)

Over-Sampling Emotional Speech Data Based on Subjective Evaluations Provided by Multiple Individuals. - Reza Lotfian; Carlos Busso (IEEE Trans. Affect. Comput., 2021)

Predicting Emotionally Salient Regions Using Qualitative Agreement of Deep Neural Network Regressors. - Srinivas Parthasarathy; Carlos Busso (IEEE Trans. Affect. Comput., 2021)

Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks. - Najmeh Sadoughi; Carlos Busso (IEEE Trans. Affect. Comput., 2021)

The Ordinal Nature of Emotions: An Emerging Approach. - Georgios N. Yannakakis; Roddy Cowie; Carlos Busso (IEEE Trans. Affect. Comput., 2021)

Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data. - Kazi Nazmul Haque; Rajib Rana; Jiajun Liu; John H. L. Hansen; Nicholas Cummins; Carlos Busso; Björn W. Schuller (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

End-to-End Audiovisual Speech Recognition System With Multitask Learning. - Fei Tao 003; Carlos Busso (IEEE Trans. Multim., 2021)

Monologue versus Conversation: Differences in Emotion Perception and Acoustic Expressivity. - Woan-Shiuan Chien; Shreya G. Upadhyay; Wei-Cheng Lin; Ya-Tse Wu; Bo-Hao Su; Carlos Busso; Chi-Chun Lee (ACII, 2022)

Exploiting Annotators' Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition. - Huang-Cheng Chou; Wei-Cheng Lin; Chi-Chun Lee; Carlos Busso (ICASSP, 2022)

AuxFormer: Robust Approach to Audiovisual Emotion Recognition. - Lucas Goncalves; Carlos Busso (ICASSP, 2022)

Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments. - Seong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso (ICASSP, 2022)

Incorporating Gaze Behavior Using Joint Embedding With Scene Context for Driver Takeover Detection. - Yuning Qiu; Carlos Busso; Teruhisa Misu; Kumar Akash (ICASSP, 2022)

Privacy Preserving Personalization for Video Facial Expression Recognition Using Federated Learning. - Ali N. Salman; Carlos Busso (ICMI, 2022)

Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier. - Huang-Cheng Chou; Chi-Chun Lee; Carlos Busso (INTERSPEECH, 2022)

Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks. - Lucas Goncalves; Carlos Busso (INTERSPEECH, 2022)

Driving Anomaly Detection Using Contrastive Multiview Coding to Interpret Cause of Anomaly. - Yuning Qiu; Teruhisa Misu; Carlos Busso (IROS, 2022)

Driving Anomaly Detection Using Conditional Generative Adversarial Network. - Yuning Qiu; Teruhisa Misu; Carlos Busso (CoRR, 2022)

Mixed Emotion Modelling for Emotional Voice Conversion. - Kun Zhou 003; Berrak Sisman; Carlos Busso; Haizhou Li 001 (CoRR, 2022)

Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features. - Lucas Goncalves; Carlos Busso (IEEE Trans. Affect. Comput., 2022)

Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech. - Kusha Sridhar; Carlos Busso (IEEE Trans. Affect. Comput., 2022)

Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions. - Tiancheng Hu; Sumit Jha; Carlos Busso (IEEE Trans. Intell. Transp. Syst., 2022)

The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. - Sumit Jha; Mohamed F. Marzban; Tiancheng Hu; Mohamed Hany Mahmoud; Naofal Al-Dhahir; Carlos Busso (IEEE Trans. Intell. Transp. Syst., 2022)

Analyzing the Effect of Affective Priming on Emotional Annotations. - Luz Martinez-Lucas; Ali N. Salman; Seong-Gyun Leem; Shreya G. Upadhyay; Chi-Chun Lee; Carlos Busso (ACII, 2023)

An Intelligent Infrastructure Toward Large Scale Naturalistic Affective Speech Corpora Collection. - Shreya G. Upadhyay; Woan-Shiuan Chien; Bo-Hao Su; Lucas Goncalves; Ya-Tse Wu; Ali N. Salman; Carlos Busso; Chi-Chun Lee (ACII, 2023)

Combining Relative and Absolute Learning Formulations to Predict Emotional Attributes From Speech. - Abinay Reddy Naini; Shruthi Subramanium; Seong-Gyun Leem; Carlos Busso (ASRU, 2023)

Learning Cross-Modal Audiovisual Representations with Ladder Networks for Emotion Recognition. - Lucas Goncalves; Carlos Busso (ICASSP, 2023)

Adapting a Self-Supervised Speech Representation for Noisy Speech Emotion Recognition by Using Contrastive Teacher-Student Learning. - Seong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso (ICASSP, 2023)

Role of Lexical Boundary Information in Chunk-Level Segmentation for Speech Emotion Recognition. - Wei-Cheng Lin; Carlos Busso (ICASSP, 2023)

Unsupervised Domain Adaptation for Preference Learning Based Speech Emotion Recognition. - Abinay Reddy Naini; Mary A. Kohler; Carlos Busso (ICASSP, 2023)

Phonetic Anchor-Based Transfer Learning to Facilitate Unsupervised Cross-Lingual Speech Emotion Recognition. - Shreya G. Upadhyay; Luz Martinez-Lucas; Bo-Hao Su; Wei-Cheng Lin; Woan-Shiuan Chien; Ya-Tse Wu; William Katz; Carlos Busso; Chi-Chun Lee (ICASSP, 2023)

Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization. - Wei-Cheng Lin; Lucas Goncalves; Carlos Busso (ICMI, 2023)

The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers. - Huang-Cheng Chou; Lucas Goncalves; Seong-Gyun Leem; Chi-Chun Lee; Carlos Busso (INTERSPEECH, 2023)

Distant Speech Emotion Recognition in an Indoor Human-robot Interaction Scenario. - Nicolás Grágeda; Eduardo Alvarado; Rodrigo Mahú; Carlos Busso; Néstor Becerra Yoma (INTERSPEECH, 2023)

Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters. - Seong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso (INTERSPEECH, 2023)

Preference Learning Labels by Anchoring on Consecutive Annotations. - Abinay Reddy Naini; Ali N. Salman; Carlos Busso (INTERSPEECH, 2023)

MSP-DISK: Naturalistic and Diverse In-Vehicle Database for Joint Pose and Seat Belt Detection. - Isaac Brooks; Susmitha Gogineni; Sumit Jha; Soumitry Jagadev Ray; Rajesh Narasimha; Naofal Al-Dhahir; Carlos Busso (ITSC, 2023)

Seatbelt Segmentation Using Synthetic Images. - Sumit Jha; Isaac Brooks; Soumitry J. Ray; Rajesh Narasimha; Naofal Al-Dhahir; Carlos Busso (IV, 2023)

Example-Based Query To Identify Causes of Driving Anomaly with Few Labeled Samples. - Yuning Qiu; Teruhisa Misu; Carlos Busso (IV, 2023)

Versatile Audio-Visual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks. - Lucas Goncalves; Seong-Gyun Leem; Wei-Cheng Lin; Berrak Sisman; Carlos Busso (CoRR, 2023)

Quantifying Emotional Similarity in Speech. - John B. Harvill; Seong-Gyun Leem; Mohammed Abdel-Wahab 001; Reza Lotfian; Carlos Busso (IEEE Trans. Affect. Comput., 2023)

Chunk-Level Speech Emotion Recognition: A General Framework of Sequence-to-One Dynamic Temporal Modeling. - Wei-Cheng Lin; Carlos Busso (IEEE Trans. Affect. Comput., 2023)

Sequential Modeling by Leveraging Non-Uniform Distribution of Speech Emotion. - Wei-Cheng Lin; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Aligning Small Datasets Using Domain Adversarial Learning: Applications in Automated in Vivo Oral Cancer Diagnosis. - Kayla Caughlin; Elvis Duran-Sierra; Shuna Cheng; Rodrigo Cuenca-Martinez; Beena Ahmed; Jim Ji 001; Mathias Martinez; Moustafa Al-Khalil; Hussain Al-Enazi; Yi-Shing Lisa Cheng; John Wright; Javier A. Jo; et al. (IEEE J. Biomed. Health Informatics, 2023)

Estimation of Driver's Gaze Region From Head Position and Orientation Using Probabilistic Confidence Regions. - Sumit Jha; Carlos Busso (IEEE Trans. Intell. Veh., 2023)

Unsupervised Scalable Multimodal Driving Anomaly Detection. - Yuning Qiu; Teruhisa Misu; Carlos Busso (IEEE Trans. Intell. Veh., 2023)

Multimodal attention for lip synthesis using conditional generative adversarial networks. - Andrea Vidal; Carlos Busso (Speech Commun., 2023)

Beyond Dysplasia: Uncovering Structure in Oral Potentially Malignant Diseases with Unsupervised Contrastive Learning. - 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 (EMBC, 2024)

Understanding Bias in Multispectral Autofluorescence Lifetime Imaging: Are Models Sensitive to Oral Location? - Kayla Caughlin; Rodrigo Cuenca-Martinez; Gabriel P. Tortorelli; Kathleen E. Higgins; Ronald Faram; Javier A. Jo; Carlos Busso (EMBC, 2024)

Enhanced Facial Landmarks Detection for Patients with Repaired Cleft Lip and Palate. - Karen Rosero; Ali N. Salman; Berrak Sisman; Rami R. Hallac; Carlos Busso (FG, 2024)

Dynamic Speech Emotion Recognition Using A Conditional Neural Process. - Luz Martinez-Lucas; Carlos Busso (ICASSP, 2024)

Generalization of Self-Supervised Learning-Based Representations for Cross-Domain Speech Emotion Recognition. - Abinay Reddy Naini; Mary A. Kohler; Elizabeth Richerson; Donita Robinson; Carlos Busso (ICASSP, 2024)

Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition. - Ismail Rasim Ulgen; Zongyang Du; Carlos Busso; Berrak Sisman (ICASSP, 2024)

Lip Abnormality Detection for Patients with Repaired Cleft Lip and Palate: A Lip Normalization Approach. - Karen Rosero; Ali N. Salman; Rami R. Hallac; Carlos Busso (ICMI, 2024)

MSP-GEO Corpus: A Multimodal Database for Understanding Video-Learning Experience. - Ali N. Salman; Ning Wang 104; Luz Martinez-Lucas; Andrea Vidal; Carlos Busso (ICMI, 2024)

Speech emotion recognition with deep learning beamforming on a distant human-robot interaction scenario. - Ricardo García; Rodrigo Mahú; Nicolás Grágeda; Alejandro Luzanto; Nicolas Bohmer; Carlos Busso; Néstor Becerra Yoma (INTERSPEECH, 2024)

Bridging Emotions Across Languages: Low Rank Adaptation for Multilingual Speech Emotion Recognition. - Lucas Goncalves; Donita Robinson; Elizabeth Richerson; Carlos Busso (INTERSPEECH, 2024)

Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition. - Seong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso (INTERSPEECH, 2024)

Unsupervised Domain Adaptation for Speech Emotion Recognition using K-Nearest Neighbors Voice Conversion. - Pravin Mote; Berrak Sisman; Carlos Busso (INTERSPEECH, 2024)

WHiSER: White House Tapes Speech Emotion Recognition Corpus. - Abinay Reddy Naini; Lucas Goncalves; Mary A. Kohler; Donita Robinson; Elizabeth Richerson; Carlos Busso (INTERSPEECH, 2024)

Towards Naturalistic Voice Conversion: NaturalVoices Dataset with an Automatic Processing Pipeline. - Ali N. Salman; Zongyang Du; Shreeram Suresh Chandra; Ismail Rasim Ülgen; Carlos Busso; Berrak Sisman (INTERSPEECH, 2024)

A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition. - Shreya G. Upadhyay; Carlos Busso; Chi-Chun Lee (INTERSPEECH, 2024)

Driver Head Pose Estimation with Multimodal Temporal Fusion of Color and Depth Modeling Networks. - Susmitha Gogineni; Carlos Busso (IV, 2024)

Mixed-EVC: Mixed Emotion Synthesis and Control in Voice Conversion. - Kun Zhou 003; Berrak Sisman; Carlos Busso; Bin Ma 001; Haizhou Li 001 (Odyssey, 2024)

Toward Robust and Discriminative Emotional Speech Representations. - Carlos Busso (Odyssey, 2024)

Odyssey 2024 - Speech Emotion Recognition Challenge: Dataset, Baseline Framework, and Results. - Lucas Goncalves; Ali N. Salman; Abinay Reddy Naini; Laureano Moro-Velázquez; Thomas Thebaud; Paola García 001; Najim Dehak; Berrak Sisman; Carlos Busso (Odyssey, 2024)

Embracing Ambiguity And Subjectivity Using The All-Inclusive Aggregation Rule For Evaluating Multi-Label Speech Emotion Recognition Systems. - Huang-Cheng Chou; Haibin Wu; Lucas Goncalves; Seong-Gyun Leem; Ali Salman; Carlos Busso; Hung-Yi Lee; Chi-Chun Lee (SLT, 2024)

emoDARTS: Joint Optimization of CNN and Sequential Neural Network Architectures for Superior Speech Emotion Recognition. - Thejan Rajapakshe; Rajib Rana; Sara Khalifa; Berrak Sisman; Björn W. Schuller; Carlos Busso (IEEE Access, 2024)

emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition. - Thejan Rajapakshe; Rajib Rana; Sara Khalifa; Berrak Sisman; Björn W. Schuller; Carlos Busso (CoRR, 2024)

We Need Variations in Speech Synthesis: Sub-center Modelling for Speaker Embeddings. - Ismail Rasim Ulgen; Carlos Busso; John H. L. Hansen; Berrak Sisman (CoRR, 2024)

Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition with Text Description of the Environment. - Seong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso (CoRR, 2024)

Deep temporal clustering features for speech emotion recognition. - Wei-Cheng Lin; Carlos Busso (Speech Commun., 2024)

Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition. - Luz Martinez-Lucas; Wei-Cheng Lin; Carlos Busso (IEEE Trans. Affect. Comput., 2024)

Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech. - Seong-Gyun Leem; Daniel Fulford; Jukka-Pekka Onnela; David Gard; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

An Interpretable Deep Mutual Information Curriculum Metric for a Robust and Generalized Speech Emotion Recognition System. - Wei-Cheng Lin; Kusha Sridhar; Carlos Busso (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Efficient Fusion of Computationally Diverse Modalities Using Chunking and Cross-Attention. - Christian Flores; Lucas Goncalves; Carlos Busso (ICASSP, 2025)

Domain-Specific Adaptation in Speech Emotion Recognition Using Emotional Distribution Alignment. - Abinay Reddy Naini; Donita Robinson; Elizabeth Richerson; Carlos Busso (ICASSP, 2025)

Noise-Robust Speech Emotion Recognition Using Shared Self-Supervised Representations with Integrated Speech Enhancement. - Jing-Tong Tzeng; Seong-Gyun Leem; Ali N. Salman; Chi-Chun Lee; Carlos Busso (ICASSP, 2025)

Mouth Articulation-Based Anchoring for Improved Cross-Corpus Speech Emotion Recognition. - Shreya G. Upadhyay; Ali N. Salman; Carlos Busso; Chi-Chun Lee (ICASSP, 2025)

Speech emotion recognition in real static and dynamic human-robot interaction scenarios. - Nicolás Grágeda; Carlos Busso; Eduardo Alvarado; Ricardo García; Rodrigo Mahú; Fernando Huenupán; Néstor Becerra Yoma (Comput. Speech Lang., 2025)

Differential Impacts of Monologue and Conversation on Speech Emotion Recognition. - Woan-Shiuan Chien; Shreya G. Upadhyay; Wei-Cheng Lin; Carlos Busso; Chi-Chun Lee (IEEE Trans. Affect. Comput., 2025)

Minority Views Matter: Evaluating Speech Emotion Classifiers With Human Subjective Annotations by an All-Inclusive Aggregation Rule. - Huang-Cheng Chou; Lucas Goncalves; Seong-Gyun Leem; Ali N. Salman; Chi-Chun Lee; Carlos Busso (IEEE Trans. Affect. Comput., 2025)

Versatile Audio-Visual Learning for Emotion Recognition. - Lucas Goncalves; Seong-Gyun Leem; Wei-Cheng Lin; Berrak Sisman; Carlos Busso (IEEE Trans. Affect. Comput., 2025)

Towards Emotionally Consistent Text-Based Speech Editing: Introducing EmoCorrector and The ECD-TSE Dataset. - Rui Liu 008; Pu Gao; Jiatian Xi; Berrak Sisman; Carlos Busso; Haizhou Li 001 (CoRR, 2025)

EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast. - Shreeram Suresh Chandra; Lucas Goncalves; Junchen Lu; Carlos Busso; Berrak Sisman (CoRR, 2025)

Can Emotion Fool Anti-spoofing? - Aurosweta Mahapatra; Ismail Rasim Ulgen; Abinay Reddy Naini; Carlos Busso; Berrak Sisman (CoRR, 2025)

RankList - A Listwise Preference Learning Framework for Predicting Subjective Preferences. - Abinay Reddy Naini; Fernando Diaz; Carlos Busso (CoRR, 2025)