Lucas Goncalves

27 papers A 6B 2Misc 4Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Harnessing Multimodal Unlabeled Data for Enhanced Speech Emotion Recognition.
IEEE Trans. Affect. Comput.
Lucas Goncalves, Carlos Busso
2025 Misc conf
Efficient Fusion of Computationally Diverse Modalities Using Chunking and Cross-Attention.
ICASSP
Christian Flores, Lucas Goncalves, Carlos Busso
2025 A conf
EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast.
INTERSPEECH
Shreeram Suresh Chandra, Lucas Goncalves, Junchen Lu, Carlos Busso, Berrak Sisman
2025 J jnl
EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast.
CoRR
Shreeram Suresh Chandra, Lucas Goncalves, Junchen Lu, Carlos Busso, Berrak Sisman
2025 Misc conf
Improving Lip-synchrony in Direct Audio-Visual Speech-to-Speech Translation.
ICASSP
Lucas Goncalves, Prashant Mathur, Xing Niu, Chandrashekhar Lavania, Brady Houston, Srikanth Vishnubhotla, Lijia Sun, Anthony Ferritto
2025 J jnl
Minority Views Matter: Evaluating Speech Emotion Classifiers With Human Subjective Annotations by an All-Inclusive Aggregation Rule.
IEEE Trans. Affect. Comput.
Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Ali N. Salman, Chi-Chun Lee, Carlos Busso
2025 A conf
The Interspeech 2025 Challenge on Speech Emotion Recognition in Naturalistic Conditions.
INTERSPEECH
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
2025 J jnl
The MSP-Podcast Corpus.
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
2025 J jnl
Versatile Audio-Visual Learning for Emotion Recognition.
IEEE Trans. Affect. Comput.
Lucas Goncalves, Seong-Gyun Leem, Wei-Cheng Lin, Berrak Sisman, Carlos Busso
2024 A conf
Bridging Emotions Across Languages: Low Rank Adaptation for Multilingual Speech Emotion Recognition.
INTERSPEECH
Lucas Goncalves, Donita Robinson, Elizabeth Richerson, Carlos Busso
2024 J jnl
EMO-SUPERB: An In-depth Look at Speech Emotion Recognition.
CoRR
Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-yi Lee
2024 — conf
Embracing Ambiguity And Subjectivity Using The All-Inclusive Aggregation Rule For Evaluating Multi-Label Speech Emotion Recognition Systems.
SLT
Huang-Cheng Chou, Haibin Wu, Lucas Goncalves, Seong-Gyun Leem, Ali N. Salman, Carlos Busso, Hung-yi Lee, Chi-Chun Lee
2024 — conf
Empower Typed Descriptions by Large Language Models for Speech Emotion Recognition.
APSIPA
Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-yi Lee
2024 J jnl
Improving Lip-synchrony in Direct Audio-Visual Speech-to-Speech Translation.
CoRR
Lucas Goncalves, Prashant Mathur, Xing Niu, Brady Houston, Chandrashekhar Lavania, Srikanth Vishnubhotla, Lijia Sun, Anthony Ferritto
2024 — conf
Odyssey 2024 - Speech Emotion Recognition Challenge: Dataset, Baseline Framework, and Results.
Odyssey
Lucas Goncalves, Ali N. Salman, Abinay Reddy Naini, Laureano Moro-Velázquez, Thomas Thebaud, Paola García, Najim Dehak, Berrak Sisman, Carlos Busso
2024 — conf
Open-Emotion: A Reproducible EMO-Superb For Speech Emotion Recognition Systems.
SLT
Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-yi Lee
2024 J jnl
PEAVS: Perceptual Evaluation of Audio-Visual Synchrony Grounded in Viewers' Opinion Scores.
CoRR
Lucas Goncalves, Prashant Mathur, Chandrashekhar Lavania, Metehan Cekic, Marcello Federico, Kyu J. Han
2024 — conf
Perceptual Evaluation of Audio-Visual Synchrony Grounded in Viewers' Opinion Scores.
ECCV (79)
Lucas Goncalves, Prashant Mathur, Chandrashekhar Lavania, Metehan Cekic, Marcello Federico, Kyu J. Han
2024 A conf
WHiSER: White House Tapes Speech Emotion Recognition Corpus.
INTERSPEECH
Abinay Reddy Naini, Lucas Goncalves, Mary A. Kohler, Donita Robinson, Elizabeth Richerson, Carlos Busso
2023 B conf
An Intelligent Infrastructure Toward Large Scale Naturalistic Affective Speech Corpora Collection.
ACII
Shreya G. Upadhyay, Woan-Shiuan Chien, Bo-Hao Su, Lucas Goncalves, Ya-Tse Wu, Ali N. Salman, Carlos Busso, Chi-Chun Lee
2023 B conf
Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization.
ICMI
Wei-Cheng Lin, Lucas Goncalves, Carlos Busso
2023 Misc conf
Learning Cross-Modal Audiovisual Representations with Ladder Networks for Emotion Recognition.
ICASSP
Lucas Goncalves, Carlos Busso
2023 A conf
The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers.
INTERSPEECH
Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Chi-Chun Lee, Carlos Busso
2023 J jnl
Versatile Audio-Visual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks.
CoRR
Lucas Goncalves, Seong-Gyun Leem, Wei-Cheng Lin, Berrak Sisman, Carlos Busso
2022 Misc conf
AuxFormer: Robust Approach to Audiovisual Emotion Recognition.
ICASSP
Lucas Goncalves, Carlos Busso
2022 A conf
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks.
INTERSPEECH
Lucas Goncalves, Carlos Busso
2022 J jnl
Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features.
IEEE Trans. Affect. Comput.
Lucas Goncalves, Carlos Busso