Seong-Gyun Leem

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Memory Efficient

Speech Emotion Recognition

Multitask Learning

Top Venues

IEEE Trans. Consumer Electron.

Publications

Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Selective Acoustic Feature Enhancement for Speech Emotion Recognition With Noisy Speech. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Describe Where You Are: Improving Noise-Robustness for Speech Emotion Recognition with Text Description of the Environment. CoRR (2024)
Lucas Goncalves, Seong-Gyun Leem, Wei-Cheng Lin, Berrak Sisman, Carlos Busso
Versatile Audio-Visual Learning for Handling Single and Multi Modalities in Emotion Regression and Classification Tasks. CoRR (2023)
Abinay Reddy Naini, Shruthi Subramanium, Seong-Gyun Leem, Carlos Busso
Combining Relative and Absolute Learning Formulations to Predict Emotional Attributes From Speech. ASRU (2023)
Luz Martinez-Lucas, Ali Salman, Seong-Gyun Leem, Shreya G. Upadhyay, Chi-Chun Lee, Carlos Busso
Analyzing the Effect of Affective Priming on Emotional Annotations. ACII (2023)
Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Chi-Chun Lee, Carlos Busso
The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers. INTERSPEECH (2023)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Adapting a Self-Supervised Speech Representation for Noisy Speech Emotion Recognition by Using Contrastive Teacher-Student Learning. ICASSP (2023)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters. INTERSPEECH (2023)
John B. Harvill, Seong-Gyun Leem, Mohammed Abdel-Wahab, Reza Lotfian, Carlos Busso
Quantifying Emotional Similarity in Speech. IEEE Trans. Affect. Comput. 14 (2) (2023)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments. ICASSP (2022)
Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka Onnela, David Gard, Carlos Busso
Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions. Interspeech (2021)
In-Chul Yoo, Keonnyeong Lee, Seong-Gyun Leem, Hyunwoo Oh, BongGu Ko, Dongsuk Yook
Speaker Anonymization for Personal Information Protection Using Voice Conversion Techniques. IEEE Access 8 (2020)
Dongsuk Yook, Seong-Gyun Leem, Keonnyeong Lee, In-Chul Yoo
Many-to-Many Voice Conversion Using Cycle-Consistent Variational Autoencoder with Multiple Decoders. Odyssey (2020)
Seong-Gyun Leem, In-Chul Yoo, Dongsuk Yook
Multitask Learning of Deep Neural Network-Based Keyword Spotting for IoT Devices. IEEE Trans. Consumer Electron. 65 (2) (2019)