Selected Publications (Full List of Publications)
Selected Publications (Full List of Publications)
CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs
J. Kim and J. W. Yoon
Proc. EMNLP (main), 2025.
Heuristic-free Knowledge Distillation for Streaming ASR via Multi-modal Training
J. W. Yoon
Proc. AAAI, 2025.
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
D. Um, J. W. Yoon, S. J. Ahn and Y. Yeo
Proc. NeurIPS, 2024.
Towards Maximum Likelihood Training for Transducer-based Streaming Speech Recognition
H. Lee, J. W. Yoon, S. Kim, and N. S. Kim
IEEE Signal Processing Letters, 2024.
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
J. W. Yoon, B. J. Woo, and N. S. Kim
Proc. Interspeech, 2024.
* Oral presentation
EM-Network: Oracle Guided Self-distillation for Sequence Learning
J. W. Yoon, S. Ahn, H. Lee, M. Kim, S. M. Kim, and N. S. Kim
Proc. ICML, 2023.
Oracle Teacher: Leveraging Target Information for Better Knowledge Distillation of CTC Models
J. W. Yoon, H. Y. Kim, H. Lee, S. Ahn, and N. S. Kim
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 2974-2987, 2023.
J. W. Yoon, S. M. Kim, and N. S. Kim
Proc. Interspeech, 2023.
Neurally Optimized Decoder for Low Bitrate Speech Codec
H. Y. Kim, J. W. Yoon, W. I. Cho, and N. S. Kim
IEEE Signal Processing Letters, vol. 29, pp. 244-248, 2021.
TutorNet: Towards Flexible Knowledge Distillation for End-to-End Speech Recognition
J. W. Yoon, H. Lee, H. Y. Kim, W. I. Cho, and N. S. Kim
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 1626-1638, 2021.
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation
W. I. Cho, D. Kwak, J. W. Yoon, and N. S. Kim
Proc. Interspeech, 2020.