Carlos Busso

ORCID

Publication Activity (10 Years)

Years Active: 2004-2025
Publications (10 Years): 150

Top Venues

ICASSP

INTERSPEECH

CoRR

IEEE Trans. Affect. Comput.

Publications

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. Comput. Speech Lang. 89 (2025)
Luz Martinez-Lucas, Carlos Busso
Dynamic Speech Emotion Recognition Using A Conditional Neural Process. ICASSP (2024)
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. ICASSP (2024)
Ismail Rasim Ulgen, Zongyang Du, Carlos Busso, Berrak Sisman
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition. CoRR (2024)
Wei-Cheng Lin, Carlos Busso
Deep temporal clustering features for speech emotion recognition. Speech Commun. 157 (2024)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Susmitha Gogineni, Carlos Busso
Driver Head Pose Estimation with Multimodal Temporal Fusion of Color and Depth Modeling Networks. IV (2024)
Ismail Rasim Ulgen, Zongyang Du, Carlos Busso, Berrak Sisman
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition. ICASSP (2024)
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. CoRR (2024)
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. IEEE Access 12 (2024)
Kun Zhou, Berrak Sisman, Carlos Busso, Bin Ma, Haizhou Li
Mixed-EVC: Mixed Emotion Synthesis and Control in Voice Conversion. Odyssey (2024)
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. CoRR (2024)
Carlos Busso
Toward Robust and Discriminative Emotional Speech Representations. Odyssey (2024)
Shreya G. Upadhyay, Carlos Busso, Chi-Chun Lee
A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition. CoRR (2024)
Ismail Rasim Ulgen, Carlos Busso, John H. L. Hansen, Berrak Sisman
We Need Variations in Speech Synthesis: Sub-center Modelling for Speaker Embeddings. CoRR (2024)
Lucas Goncalves, Ali N. Salman, Abinay Reddy Naini, Laureano Moro-Velázquez, Thomas Thebaud, Paola García, Najim Dehak, Berrak Sisman, Carlos Busso
Odyssey 2024 - Speech Emotion Recognition Challenge: Dataset, Baseline Framework, and Results. Odyssey (2024)
Karen Rosero, Ali N. Salman, Berrak Sisman, Rami R. Hallac, Carlos Busso
Enhanced Facial Landmarks Detection for Patients with Repaired Cleft Lip and Palate. FG (2024)
Wei-Cheng Lin, Carlos Busso
Role of Lexical Boundary Information in Chunk-Level Segmentation for Speech Emotion Recognition. ICASSP (2023)
Wei-Cheng Lin, Carlos Busso
Chunk-Level Speech Emotion Recognition: A General Framework of Sequence-to-One Dynamic Temporal Modeling. IEEE Trans. Affect. Comput. 14 (2) (2023)
Sumit Jha, Isaac Brooks, Soumitry J. Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso
Seatbelt Segmentation Using Synthetic Images. IV (2023)
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. ACII (2023)
Andrea Vidal, Carlos Busso
Multimodal attention for lip synthesis using conditional generative adversarial networks. Speech Commun. 153 (2023)
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. CoRR (2023)
Abinay Reddy Naini, Shruthi Subramanium, Seong-Gyun Leem, Carlos Busso
Combining Relative and Absolute Learning Formulations to Predict Emotional Attributes From Speech. ASRU (2023)
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
Phonetic Anchor-Based Transfer Learning to Facilitate Unsupervised Cross-Lingual Speech Emotion Recognition. ICASSP (2023)
Luz Martinez-Lucas, Ali Salman, Seong-Gyun Leem, Shreya G. Upadhyay, Chi-Chun Lee, Carlos Busso
Analyzing the Effect of Affective Priming on Emotional Annotations. ACII (2023)
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. INTERSPEECH (2023)
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. ICASSP (2023)
Nicolás Grágeda, Eduardo Alvarado, Rodrigo Mahú, Carlos Busso, Néstor Becerra Yoma
Distant Speech Emotion Recognition in an Indoor Human-robot Interaction Scenario. INTERSPEECH (2023)
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. ITSC (2023)
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. INTERSPEECH (2023)
Wei-Cheng Lin, Carlos Busso
Sequential Modeling by Leveraging Non-Uniform Distribution of Speech Emotion. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Abinay Reddy Naini, Mary A. Kohler, Carlos Busso
Unsupervised Domain Adaptation for Preference Learning Based Speech Emotion Recognition. ICASSP (2023)
Abinay Reddy Naini, Ali N. Salman, Carlos Busso
Preference Learning Labels by Anchoring on Consecutive Annotations. INTERSPEECH (2023)
Yuning Qiu, Teruhisa Misu, Carlos Busso
Example-Based Query To Identify Causes of Driving Anomaly with Few Labeled Samples. IV (2023)
Lucas Goncalves, Carlos Busso
Learning Cross-Modal Audiovisual Representations with Ladder Networks for Emotion Recognition. ICASSP (2023)
John B. Harvill, Seong-Gyun Leem, Mohammed Abdel-Wahab, Reza Lotfian, Carlos Busso
Quantifying Emotional Similarity in Speech. IEEE Trans. Affect. Comput. 14 (2) (2023)
Yuning Qiu, Teruhisa Misu, Carlos Busso
Unsupervised Scalable Multimodal Driving Anomaly Detection. IEEE Trans. Intell. Veh. 8 (4) (2023)
Kayla Caughlin, Elvis Duran-Sierra, Shuna Cheng, Rodrigo Cuenca-Martinez, Beena Ahmed, Jim Ji, 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. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Sumit Jha, Carlos Busso
Estimation of Driver's Gaze Region From Head Position and Orientation Using Probabilistic Confidence Regions. IEEE Trans. Intell. Veh. 8 (1) (2023)
Wei-Cheng Lin, Lucas Goncalves, Carlos Busso
Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization. ICMI (2023)
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. ACII (2022)
Kusha Sridhar, Carlos Busso
Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech. CoRR (2022)
Kusha Sridhar, Carlos Busso
Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech. IEEE Trans. Affect. Comput. 13 (4) (2022)
Lucas Goncalves, Carlos Busso
AuxFormer: Robust Approach to Audiovisual Emotion Recognition. ICASSP (2022)
Lucas Goncalves, Carlos Busso
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks. INTERSPEECH (2022)
Tiancheng Hu, Sumit Jha, Carlos Busso
Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Lucas Goncalves, Carlos Busso
Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features. IEEE Trans. Affect. Comput. 13 (4) (2022)
Ali N. Salman, Carlos Busso
Privacy Preserving Personalization for Video Facial Expression Recognition Using Federated Learning. ICMI (2022)
Yuning Qiu, Teruhisa Misu, Carlos Busso
Driving Anomaly Detection Using Contrastive Multiview Coding to Interpret Cause of Anomaly. IROS (2022)
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. ICASSP (2022)
Yuning Qiu, Carlos Busso, Teruhisa Misu, Kumar Akash
Incorporating Gaze Behavior Using Joint Embedding With Scene Context for Driver Takeover Detection. ICASSP (2022)
Kun Zhou, Berrak Sisman, Carlos Busso, Haizhou Li
Mixed Emotion Modelling for Emotional Voice Conversion. CoRR (2022)
Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed H. Mahmoud, Naofal Al-Dhahir, Carlos Busso
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Huang-Cheng Chou, Chi-Chun Lee, Carlos Busso
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier. INTERSPEECH (2022)
Yuning Qiu, Teruhisa Misu, Carlos Busso
Driving Anomaly Detection Using Conditional Generative Adversarial Network. CoRR (2022)
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. ICASSP (2022)
Najmeh Sadoughi, Carlos Busso
Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks. IEEE Trans. Affect. Comput. 12 (4) (2021)
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. IEEE Signal Process. Mag. 38 (6) (2021)
Srinivas Parthasarathy, Carlos Busso
Predicting Emotionally Salient Regions Using Qualitative Agreement of Deep Neural Network Regressors. IEEE Trans. Affect. Comput. 12 (2) (2021)
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. Interspeech (2021)
Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed H. Mahmoud, Naofal Al-Dhahir, Carlos Busso
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. CoRR (2021)
Kazi Nazmul Haque, Rajib Rana, Jiajun Liu, 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. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Kayla Caughlin, Elvis Duran-Sierra, Shuna Cheng, Rodrigo Cuenca-Martinez, Beena Ahmed, Jim Ji, 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. EMBC (2021)
Georgios N. Yannakakis, Roddy Cowie, Carlos Busso
The Ordinal Nature of Emotions: An Emerging Approach. IEEE Trans. Affect. Comput. 12 (1) (2021)
Kusha Sridhar, Wei-Cheng Lin, Carlos Busso
. ACII (2021)
Wei-Cheng Lin, Kusha Sridhar, Carlos Busso
Deepemocluster: a Semi-Supervised Framework for Latent Cluster Representation of Speech Emotions. ICASSP (2021)
Fei Tao, Carlos Busso
End-to-End Audiovisual Speech Recognition System With Multitask Learning. IEEE Trans. Multim. 23 (2021)
Jarrod Luckenbaugh, Samuel Abplanalp, Rachel Gonzalez, Daniel Fulford, David Gard, Carlos Busso
Voice Activity Detection with Teacher-Student Domain Emulation. Interspeech (2021)
Reza Lotfian, Carlos Busso
Over-Sampling Emotional Speech Data Based on Subjective Evaluations Provided by Multiple Individuals. IEEE Trans. Affect. Comput. 12 (4) (2021)
Tiancheng Hu, Sumit Jha, Carlos Busso
Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data. IV (2020)
Srinivas Parthasarathy, Carlos Busso
Semi-Supervised Speech Emotion Recognition With Ladder Networks. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Ali N. Salman, Carlos Busso
Style Extractor For Facial Expression Recognition in the Presence of Speech. ICIP (2020)
Andrea Vidal, Ali N. Salman, Wei-Cheng Lin, Carlos Busso
MSP-Face Corpus: A Natural Audiovisual Emotional Database. ICMI (2020)
Yuning Qiu, Teruhisa Misu, Carlos Busso
Use of Triplet-Loss Function to Improve Driving Anomaly Detection Using Conditional Generative Adversarial Network. ITSC (2020)
Sumit Jha, Carlos Busso
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions. CoRR (2020)
Luz Martinez-Lucas, Mohammed Abdelwahab, Carlos Busso
The MSP-Conversation Corpus. INTERSPEECH (2020)
Wei-Cheng Lin, Carlos Busso
An Efficient Temporal Modeling Approach for Speech Emotion Recognition by Mapping Varied Duration Sentences into Fixed Number of Chunks. INTERSPEECH (2020)
Kusha Sridhar, Carlos Busso
Ensemble of Students Taught by Probabilistic Teachers to Improve Speech Emotion Recognition. INTERSPEECH (2020)
Ali N. Salman, Carlos Busso
Dynamic versus Static Facial Expressions in the Presence of Speech. FG (2020)
Kusha Sridhar, Carlos Busso
Modeling Uncertainty in Predicting Emotional Attributes from Spontaneous Speech. ICASSP (2020)
Kusha Sridhar, Carlos Busso
Speech Emotion Recognition with a Reject Option. INTERSPEECH (2019)
Michelle Bancroft, Reza Lotfian, John H. L. Hansen, Carlos Busso
Exploring the Intersection Between Speaker Verification and Emotion Recognition. ACII Workshops (2019)
Sumit Jha, Carlos Busso
Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks. ICASSP (2019)
Fei Tao, Carlos Busso
End-to-end audiovisual speech activity detection with bimodal recurrent neural models. Speech Commun. 113 (2019)
Reza Lotfian, Carlos Busso
Curriculum Learning for Speech Emotion Recognition From Crowdsourced Labels. IEEE ACM Trans. Audio Speech Lang. Process. 27 (4) (2019)
Reza Lotfian, Carlos Busso
Building Naturalistic Emotionally Balanced Speech Corpus by Retrieving Emotional Speech from Existing Podcast Recordings. IEEE Trans. Affect. Comput. 10 (4) (2019)
John B. Harvill, Mohammed Abdel-Wahab, Reza Lotfian, Carlos Busso
Retrieving Speech Samples with Similar Emotional Content Using a Triplet Loss Function. ICASSP (2019)
Yuning Qiu, Teruhisa Misu, Carlos Busso
Analysis of the Relationship Between Physiological Signals and Vehicle Maneuvers During a Naturalistic Driving Study. ITSC (2019)
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 Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR (2019)
Andrea Vidal, Jorge F. Silva, Carlos Busso
Discriminative Features for Texture Retrieval Using Wavelet Packets. IEEE Access 7 (2019)
Yuning Qiu, Teruhisa Misu, Carlos Busso
Driving Anomaly Detection with Conditional Generative Adversarial Network using Physiological and CAN-Bus Data. ICMI (2019)
Reza Lotfian, Carlos Busso
Lexical Dependent Emotion Detection Using Synthetic Speech Reference. IEEE Access 7 (2019)
Mohammed Abdel-Wahab, Carlos Busso
Active Learning for Speech Emotion Recognition Using Deep Neural Network. ACII (2019)
Vidhyasaharan Sethu, Emily Mower Provost, Julien Epps, Carlos Busso, Nicholas Cummins, Shrikanth S. Narayanan
The Ambiguous World of Emotion Representation. CoRR (2019)
Najmeh Sadoughi, Carlos Busso
Speech-driven animation with meaningful behaviors. Speech Commun. 110 (2019)
Srinivas Parthasarathy, Carlos Busso
Preference-Learning with Qualitative Agreement for Sentence Level Emotional Annotations. INTERSPEECH (2018)
Srinivas Parthasarathy, Carlos Busso
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes. CoRR (2018)
Srinivas Parthasarathy, Carlos Busso
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes. INTERSPEECH (2018)
Fei Tao, Carlos Busso
Aligning Audiovisual Features for Audiovisual Speech Recognition. ICME (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carlos Busso