| AuxFormer: Robust approach to audiovisual emotion recognition L Goncalves, C Busso ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 39 | 2022 |
| Robust audiovisual emotion recognition: Aligning modalities, capturing temporal information, and handling missing features L Goncalves, C Busso IEEE Transactions on Affective Computing 13 (4), 2156-2170, 2022 | 27 | 2022 |
| Versatile audio-visual learning for emotion recognition L Goncalves, SG Leem, WC Lin, B Sisman, C Busso IEEE Transactions on Affective Computing, 2024 | 18* | 2024 |
| An intelligent infrastructure toward large scale naturalistic affective speech corpora collection SG Upadhyay, WS Chien, BH Su, L Goncalves, YT Wu, AN Salman, ... 2023 11th International Conference on Affective Computing and Intelligent …, 2023 | 18 | 2023 |
| Improving speech emotion recognition using self-supervised learning with domain-specific audiovisual tasks L Goncalves, C Busso Interspeech 2022, 2022 | 18 | 2022 |
| Odyssey 2024-Speech Emotion Recognition Challenge: Dataset, Baseline Framework, and Results L Goncalves, AN Salman, AR Naini, LM Velazquez, T Thebaud, LP Garcia, ... Development 10 (9,290), 4-54, 2024 | 14 | 2024 |
| EMO-SUPERB: An in-depth look at speech emotion recognition H Wu, HC Chou, KW Chang, L Goncalves, J Du, JSR Jang, CC Lee, ... arXiv preprint arXiv:2402.13018, 2024 | 12 | 2024 |
| Minority Views Matter: Evaluating Speech Emotion Classifiers with Human Subjective Annotations by an All-Inclusive Aggregation Rule HC Chou, L Goncalves, SG Leem, AN Salman, CC Lee, C Busso IEEE Transactions on Affective Computing, 2024 | 10 | 2024 |
| Learning cross-modal audiovisual representations with ladder networks for emotion recognition L Goncalves, C Busso ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 8 | 2023 |
| Open-Emotion: A Reproducible EMO-Superb For Speech Emotion Recognition Systems H Wu, HC Chou, KW Chang, L Goncalves, J Du, JSR Jang, CC Lee, ... 2024 IEEE Spoken Language Technology Workshop (SLT), 510-517, 2024 | 4 | 2024 |
| Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization WC Lin, L Goncalves, C Busso Proceedings of the 25th International Conference on Multimodal Interaction …, 2023 | 4 | 2023 |
| The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers HC Chou, L Goncalves, SG Leem, CC Lee, C Busso Interspeech 2023, 2023 | 4 | 2023 |
| Perceptual evaluation of audio-visual synchrony grounded in viewers’ opinion scores L Goncalves, P Mathur, C Lavania, M Cekic, M Federico, KJ Han European Conference on Computer Vision, 288-305, 2024 | 3* | 2024 |
| Bridging emotions across languages: Low rank adaptation for multilingual speech emotion recognition L Goncalves, D Robinson, E Richerson, C Busso Proc. Interspeech 2024, 4688-4692, 2024 | 1 | 2024 |
| Mixture of Emotion Dependent Experts: Facial Expressions Recognition in Videos through Stacked Expert Models AN Salman, K Rosero, L Goncalves, C Busso IEEE Open Journal of Signal Processing, 2025 | | 2025 |
| Jointly Learning from Unimodal and Multimodal-Rated Labels in Audio-Visual Emotion Recognition L Goncalves, HC Chou, AN Salman, CC Lee, C Busso IEEE Open Journal of Signal Processing, 2025 | | 2025 |
| Improving lip-synchrony in direct audio-visual speech-to-speech translation L Goncalves, P Mathur, X Niu, B Houston, C Lavania, S Vishnubhotla, ... arXiv preprint arXiv:2412.16530, 2024 | | 2024 |
| Empower Typed Descriptions by Large Language Models for Speech Emotion Recognition H Wu, HC Chou, KW Chang, L Goncalves, J Du, JSR Jang, CC Lee, ... 2024 Asia Pacific Signal and Information Processing Association Annual …, 2024 | | 2024 |
| Embracing Ambiguity And Subjectivity Using The All-Inclusive Aggregation Rule For Evaluating Multi-Label Speech Emotion Recognition Systems HC Chou, H Wu, L Goncalves, SG Leem, A Salman, C Busso, H Lee, ... 2024 IEEE Spoken Language Technology Workshop (SLT), 502-509, 2024 | | 2024 |
| WHiSER: White House Tapes Speech Emotion Recognition Corpus AR Naini, L Goncalves, MA Kohler, D Robinson, E Richerson, C Busso Proc. Interspeech 2024, 1595-1599, 2024 | | 2024 |
Carlos BussoProfessor of Language Technologies Institute, Carnegie Mellon UniversityVerified email at cmu.edu