Leem, S.-G., Fulford, D., Onnela, J.-P., Gard, D., & Busso, C. (2023). Selective Acoustic Feature Enhancement for Speech Emotion Recognition with Noisy Speech. IEEE/ACM Transactions on Audio, Speech, and Language Processing, to appear, 1–14.
@article{Leem_2023_3,
author = {Leem, S.-G. and Fulford, D. and Onnela, J.-P. and Gard, D. and Busso, C.},
journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
title = {Selective Acoustic Feature Enhancement for Speech Emotion Recognition with Noisy Speech},
year = {2023},
volume = {to appear},
number = {},
pages = {1-14},
doi = {10.1109/TASLP.2023.3340603}
}
Harvill, J., Leem, S.-G., AbdelWahab, M., Lotfian, R., & Busso, C. (2023). Quantifying Emotional Similarity in Speech. IEEE Transactions on Affective Computing, 14(2), 1376–1390.
@article{Harvill_2023,
author = {Harvill, John and Leem, Seong-Gyun and AbdelWahab, Mohammed and Lotfian, Reza and Busso, Carlos},
journal = {IEEE Transactions on Affective Computing},
title = {Quantifying Emotional Similarity in Speech},
year = {2023},
volume = {14},
number = {2},
pages = {1376-1390},
doi = {10.1109/TAFFC.2021.3127390}
}
Yoo, I.-C., Lee, K., Leem, S., Oh, H., Ko, B., & Yook, D. (2020). Speaker Anonymization for Personal Information Protection Using Voice Conversion Techniques. IEEE Access, 8, 198637–198645.
@article{Yoo_2020,
author = {Yoo, In-Chul and Lee, Keonnyeong and Leem, Seonggyun and Oh, Hyunwoo and Ko, Bonggu and Yook, Dongsuk},
journal = {IEEE Access},
title = {Speaker Anonymization for Personal Information Protection Using Voice Conversion Techniques},
year = {2020},
volume = {8},
number = {},
pages = {198637-198645},
doi = {10.1109/ACCESS.2020.3035416}
}
Leem, S.-G., Yoo, I.-C., & Yook, D. (2019). Multitask Learning of Deep Neural Network-Based Keyword Spotting for IoT Devices. IEEE Transactions on Consumer Electronics, 65(2), 188–194.
@article{Leem_2019,
author = {Leem, Seong-Gyun and Yoo, In-Chul and Yook, Dongsuk},
journal = {IEEE Transactions on Consumer Electronics},
title = {Multitask Learning of Deep Neural Network-Based Keyword Spotting for IoT Devices},
year = {2019},
volume = {65},
number = {2},
pages = {188-194},
doi = {10.1109/TCE.2019.2899067}
}
Conference proceedings
Reddy Naini, A., Subramanium, S., Leem, S.-G., & Busso, C. (2023, December). Combining relative and absolute learning formulations to predict emotional attributes from speech. IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2023).
@inproceedings{Naini_2023_3,
author = {{Reddy Naini}, A. and Subramanium, S. and Leem, S.-G. and Busso, C.},
title = {Combining relative and absolute learning formulations to predict emotional attributes from speech},
booktitle = { IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2023)},
volume = {},
year = {2023},
month = dec,
address = {Taipei, Taiwan},
pages = {},
doi = {}
}
Martinez-Lucas, L., Salman, A., Leem, S.-G., Upadhyay, S. G., Lee, C.-C., & Busso, C. (2023, September). Analyzing the Effect of Affective Priming on Emotional Annotations. International Conference on Affective Computing and Intelligent Interaction (ACII 2023).
@inproceedings{Martinez-Lucas_2023,
author = {Martinez-Lucas, L. and Salman, A. and Leem, S.-G. and Upadhyay, S.G. and Lee, C.-C. and Busso, C.},
title = {Analyzing the Effect of Affective Priming on Emotional Annotations},
booktitle = {International Conference on Affective Computing and Intelligent Interaction (ACII 2023)},
volume = {},
year = {2023},
month = sep,
address = {Cambridge, MA, USA},
pages = {},
doi = {}
}
Leem, S.-G., Fulford, D., Onnela, J.-P., Gard, D., & Busso, C. (2023). Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters. Interspeech 2023, 1888–1892.
@inproceedings{Leem_2023_2,
author = {Leem, S.-G. and Fulford, D. and Onnela, J.-P. and Gard, D. and Busso, C.},
title = {Computation and Memory Efficient Noise Adaptation of {Wav2Vec2.0} for Noisy Speech Emotion Recognition with Skip Connection Adapters},
booktitle = {Interspeech 2023},
year = {2023},
month = aug,
address = {Dublin, Ireland},
pages = {1888-1892},
doi = {10.21437/Interspeech.2023-1034}
}
Chou, H.-C., Goncalves, L., Leem, S.-G., Lee, C.-C., & Busso, C. (2023). The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers. Interspeech 2023, 641–645.
@inproceedings{Chou_2023,
author = {Chou, H.-C. and Goncalves, L. and Leem, S.-G. and Lee, C.-C. and Busso, C.},
title = {The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers},
booktitle = {Interspeech 2023},
year = {2023},
month = aug,
address = {Dublin, Ireland},
pages = {641-645},
doi = {10.21437/Interspeech.2023-1113}
}
Leem, S.-G., Fulford, D., Onnela, J.-P., Gard, D., & Busso, C. (2023). Adapting a self-supervised speech representation for noisy speech emotion recognition by using contrastive teacher-student learning. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), 1–5.
@inproceedings{Leem_2023,
author = {Leem, S.-G. and Fulford, D. and Onnela, J.-P. and Gard, D. and Busso, C.},
title = {Adapting a self-supervised speech representation for noisy speech emotion recognition by using contrastive teacher-student learning},
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023),},
volume = {},
year = {2023},
month = {},
address = {Rhodes island, Greece},
pages = {1-5},
doi = {10.1109/ICASSP49357.2023.10097135}
}
Leem, S.-G., Fulford, D., Onnela, J.-P., Gard, D., & Busso, C. (2022). Not All Features Are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments . IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), 6447–6451.
@inproceedings{Leem_2022,
author = {Leem, S.-G. and Fulford, D. and Onnela, J.-P. and Gard, D. and Busso, C.},
title = {Not All Features Are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments },
booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022)},
volume = {},
year = {2022},
month = may,
address = {Singapore},
pages = {6447-6451},
doi = {10.1109/ICASSP43922.2022.9747705}
}
Leem, S.-G., Fulford, D., Onnela, J.-P., Gard, D., & Busso, C. (2021). Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions. Interspeech 2021, 2871–2875.
@inproceedings{Leem_2021,
author = {Leem, S.-G. and Fulford, D. and Onnela, J.-P. and Gard, D. and Busso, C.},
title = {Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions},
booktitle = {Interspeech 2021},
volume = {},
year = {2021},
month = aug,
pages = {2871-2875},
address = {Brno, Czech Republic},
doi = {10.21437/Interspeech.2021-1438}
}
Yook, D., Leem, S.-G., Lee, K., & Yoo, I.-C. (2020). Many-to-Many Voice Conversion Using Cycle-Consistent Variational Autoencoder with Multiple Decoders. Proc. The Speaker and Language Recognition Workshop (Odyssey 2020), 215–221.
@inproceedings{Yook_2020,
author = {Yook, Dongsuk and Leem, Seong-Gyun and Lee, Keonnyeong and Yoo, In-Chul},
title = {{Many-to-Many Voice Conversion Using Cycle-Consistent Variational Autoencoder with Multiple Decoders}},
year = {2020},
booktitle = {Proc. The Speaker and Language Recognition Workshop (Odyssey 2020)},
pages = {215--221},
doi = {10.21437/Odyssey.2020-31}
}
Preprints
Goncalves, L., Leem, S.-G., Lin, W.-C., Sisman, B., & Busso, C. (2023). Versatile Audiovisual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks. In ArXiv e-prints (arXiv:2305.07216 ) (pp. 1–14).
@unpublished{Goncalves_2023_2,
author = {Goncalves, L. and Leem, S.-G. and Lin, W.-C. and Sisman, B. and Busso, C.},
title = {Versatile Audiovisual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks},
journal = {ArXiv e-prints (arXiv:2305.07216 )},
archiveprefix = {arXiv},
eprint = {2305.07216 },
primaryclass = {cs.LG},
volume = {},
number = {},
year = {2023},
pages = {1-14},
month = may,
doi = {10.48550/arXiv.2305.07216}
}