Seong-Gyun Leem

23 papers A 4B 1C 1Misc 3Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. EACL (Industry Track) Minseok Kim, Jingxiang Chen, Seong-Gyun Leem, Yin Huang, Rashi Rungta, Zhicheng Ouyang, Haibin Wu, Surya Teja Appini, Ankur Bansal, Yang Bai, Yue Liu, Florian Metze, Ahmed Aly, Anuj Kumar, Ariya Rastrow, Zhaojiang Lin
2026	J	`jnl`	Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. CoRR Jingxiang Chen, Minseok Kim, Seong-Gyun Leem, Yin Huang, Rashi Rungta, Zhicheng Ouyang, Haibin Wu, Surya Teja Appini, Ankur Bansal, Yang Bai, Yue Liu, Florian Metze, Ahmed A. Aly, Anuj Kumar, Ariya Rastrow, Zhaojiang Lin
2026	J	`jnl`	Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition With Text Description of the Environment. IEEE Trans. Affect. Comput. Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
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	Misc	`conf`	Noise-Robust Speech Emotion Recognition Using Shared Self-Supervised Representations with Integrated Speech Enhancement. ICASSP Jing-Tong Tzeng, Seong-Gyun Leem, Ali N. Salman, Chi-Chun Lee, 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	J	`jnl`	Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition with Text Description of the Environment. CoRR Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
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	A	`conf`	Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition. INTERSPEECH Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2024	J	`jnl`	Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech. IEEE ACM Trans. Audio Speech Lang. Process. Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2023	Misc	`conf`	Adapting a Self-Supervised Speech Representation for Noisy Speech Emotion Recognition by Using Contrastive Teacher-Student Learning. ICASSP Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2023	B	`conf`	Analyzing the Effect of Affective Priming on Emotional Annotations. ACII Luz Martinez-Lucas, Ali N. Salman, Seong-Gyun Leem, Shreya G. Upadhyay, Chi-Chun Lee, Carlos Busso
2023	C	`conf`	Combining Relative and Absolute Learning Formulations to Predict Emotional Attributes From Speech. ASRU Abinay Reddy Naini, Shruthi Subramanium, Seong-Gyun Leem, Carlos Busso
2023	A	`conf`	Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters. INTERSPEECH Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2023	J	`jnl`	Quantifying Emotional Similarity in Speech. IEEE Trans. Affect. Comput. John B. Harvill, Seong-Gyun Leem, Mohammed Abdel-Wahab, Reza Lotfian, 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`	Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments. ICASSP Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2021	A	`conf`	Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions. Interspeech Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
2020	—	`conf`	Many-to-Many Voice Conversion Using Cycle-Consistent Variational Autoencoder with Multiple Decoders. Odyssey Dongsuk Yook, Seong-Gyun Leem, Keonnyeong Lee, In-Chul Yoo
2020	J	`jnl`	Speaker Anonymization for Personal Information Protection Using Voice Conversion Techniques. IEEE Access In-Chul Yoo, Keonnyeong Lee, Seong-Gyun Leem, Hyunwoo Oh, BongGu Ko, Dongsuk Yook
2019	J	`jnl`	Multitask Learning of Deep Neural Network-Based Keyword Spotting for IoT Devices. IEEE Trans. Consumer Electron. Seong-Gyun Leem, In-Chul Yoo, Dongsuk Yook