Minje Kim
Orcid: 0000-0003-3513-8328Affiliations:
- University of Illinois Urbana-Champaign, Urbana, IL, USA
According to our database1,
Minje Kim
authored at least 41 papers
between 2006 and 2025.
Collaborative distances:
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on orcid.org
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on minjekim.com
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Bibliography
2025
CoRR, November, 2025
Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025
Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2025
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
2024
Neural Speech and Audio Coding: Modern AI technology meets traditional codecs [Special Issue On Model-Based and Data-Driven Audio Signal Processing].
IEEE Signal Process. Mag., November, 2024
2023
Neural Feature Predictor and Discriminative Residual Coding for Low-Bitrate Speech Coding.
Proceedings of the IEEE International Conference on Acoustics, 2023
Native Multi-Band Audio Coding Within Hyper-Autoencoded Reconstruction Propagation Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023
The Potential of Neural Speech Synthesis-Based Data Augmentation for Personalized Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Boosted Locality Sensitive Hashing: Discriminative, Efficient, and Scalable Binary Codes for Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
IEEE J. Sel. Top. Signal Process., 2022
Bloom-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021
Personalized Speech Enhancement Through Self-Supervised Data Augmentation and Purification.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
2020
Psychoacoustic Calibration of Loss Functions for Efficient End-to-End Neural Audio Coding.
IEEE Signal Process. Lett., 2020
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Nearest Neighbor Search-Based Bitwise Source Separation Using Discriminant Winner-Take-All Hashing.
CoRR, 2019
Incremental Binarization on Recurrent Neural Networks for Single-channel Source Separation.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2016
Efficient neighborhood-based topic modeling for collaborative audio enhancement on massive crowdsourced recordings.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
IEEE Signal Process. Lett., 2015
Efficient manifold preserving audio source separation using locality sensitive hashing.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
2014
Singing-Voice Separation from Monaural Recordings using Deep Recurrent Neural Networks.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Efficient model selection for speech enhancement using a deflation method for Nonnegative Matrix Factorization.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
2013
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013
Single channel source separation using smooth Nonnegative Matrix Factorization with Markov Random Fields.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
EMERALD: Characterization of emerging applications and algorithms for low-power devices.
Proceedings of the 2012 IEEE International Symposium on Performance Analysis of Systems & Software, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
2006
ICA-Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006