Lucas Goncalves

According to our database, Lucas Goncalves authored at least 22 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, May, 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

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

Improving Lip-synchrony in Direct Audio-Visual Speech-to-Speech Translation.

Lucas Goncalves, Prashant Mathur, Xing Niu, Chandrashekhar Lavania, Brady Houston, Srikanth Vishnubhotla, Lijia Sun, Anthony Ferritto

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Efficient Fusion of Computationally Diverse Modalities Using Chunking and Cross-Attention.

Christian Flores, Lucas Goncalves, Carlos Busso

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

PEAVS: Perceptual Evaluation of Audio-Visual Synchrony Grounded in Viewers' Opinion Scores.

Lucas Goncalves, Prashant Mathur, Chandrashekhar Lavania, Metehan Cekic, Marcello Federico, Kyu J. Han

CoRR, 2024

EMO-SUPERB: An In-depth Look at Speech Emotion Recognition.

Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-Yi Lee

CoRR, 2024

Open-Emotion: A Reproducible EMO-Superb For Speech Emotion Recognition Systems.

Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-Yi Lee

Proceedings of the IEEE Spoken Language Technology Workshop, 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

Proceedings of the IEEE Spoken Language Technology Workshop, 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, Najim Dehak, Berrak Sisman, Carlos Busso

Proceedings of the Odyssey 2024: The Speaker and Language Recognition Workshop, 2024

WHiSER: White House Tapes Speech Emotion Recognition Corpus.

Abinay Reddy Naini, Lucas Goncalves, Mary A. Kohler, Donita Robinson, Elizabeth Richerson, Carlos Busso

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Bridging Emotions Across Languages: Low Rank Adaptation for Multilingual Speech Emotion Recognition.

Lucas Goncalves, Donita Robinson, Elizabeth Richerson, Carlos Busso

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Perceptual Evaluation of Audio-Visual Synchrony Grounded in Viewers' Opinion Scores.

Lucas Goncalves, Prashant Mathur, Chandrashekhar Lavania, Metehan Cekic, Marcello Federico, Kyu J. Han

Proceedings of the Computer Vision - ECCV 2024, 2024

Empower Typed Descriptions by Large Language Models for Speech Emotion Recognition.

Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-Yi Lee

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024

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

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

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization.

Wei-Cheng Lin, Lucas Goncalves, Carlos Busso

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Learning Cross-Modal Audiovisual Representations with Ladder Networks for Emotion Recognition.

Lucas Goncalves, Carlos Busso

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

2022

Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features.

Lucas Goncalves, Carlos Busso

IEEE Trans. Affect. Comput., 2022

Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks.

Lucas Goncalves, Carlos Busso

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

AuxFormer: Robust Approach to Audiovisual Emotion Recognition.

Lucas Goncalves, Carlos Busso

Proceedings of the IEEE International Conference on Acoustics, 2022