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Minje Kim
Minje Kim
Associate Professor at University of Illinois at Urbana-Champaign
Dirección de correo verificada de illinois.edu - Página principal
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Deep learning for monaural speech separation
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2014
5422014
Joint optimization of masks and deep recurrent neural networks for monaural source separation
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (12 …, 2015
5402015
Bitwise Neural Networks
M Kim, P Smaragdis
International Conference on Machine Learning (ICML) Workshop on Resource …, 2015
3202015
SINGING-VOICE SEPARATION FROM MONAURAL RECORDINGS USING DEEP RECURRENT NEURAL NETWORKS
PS Huang, M Kim, M Hasegawa-Johnson, P Smaragdis
International Society for Music Information Retrieval Conference, 2014
1892014
Experiments on Deep Learning for Speech Denoising
D Liu, P Smaragdis, M Kim
Annual Conference of the International Speech Communication Association …, 2014
1532014
DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car
MG Bechtel, E McEllhiney, M Kim, H Yun
IEEE International Conference on Embedded and Real-Time Computing Systems …, 2018
1412018
AutoQ: Automated Kernel-Wise Neural Network Quantization
Q Lou, F Guo, L Liu, M Kim, L Jiang
International Conference on Learning Representations, 2019
117*2019
XNOR-pop: A processing-in-memory architecture for binary convolutional neural networks in wide-io2 drams
L Jiang, M Kim, W Wen, D Wang
2017 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2017
832017
Nonnegative matrix partial co-factorization for drum source separation
J Yoo, M Kim, K Kang, S Choi
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
762010
Learning everywhere: Pervasive machine learning for effective high-performance computation
G Fox, JA Glazier, JCS Kadupitiya, V Jadhao, M Kim, J Qiu, JP Sluka, ...
2019 IEEE International Parallel and Distributed Processing Symposium …, 2019
612019
Nonnegative Matrix Partial Co-Factorization for Spectral and Temporal Drum Source Separation
M Kim, J Yoo, K Kang, S Choi
Selected Topics in Signal Processing, IEEE Journal of 5 (6), 1192-1204, 2011
592011
Mixtures of Local Dictionaries for Unsupervised Speech Enhancement
M Kim, P Smaragdis
IEEE Signal Processing Letters 22 (3), 288 - 292, 2015
482015
Cascaded Cross-Module Residual Learning towards Lightweight End-to-End Speech Coding
K Zhen, J Sung, MS Lee, S Beack, M Kim
Interspeech 2019, 2019
452019
Adaptive Denoising Autoencoders: A Fine-tuning Scheme to Learn from Test Mixtures
M Kim, P Smaragdis
International Conference on Latent Variable Analysis and Signal Separation, 2015
392015
LPC residual signal encoding/decoding apparatus of modified discrete cosine transform (MDCT)-based unified voice/audio encoding device
SK Beack, TJ Lee, MJ Kim, K Kang, DY Jang, JW Hong, SEO Jeongil, ...
US Patent 8,898,059, 2014
382014
Integrated voice/audio encoding/decoding device and method whereby the overlap region of a window is adjusted based on the transition interval
MJ Kim, SK Beack, TJ Lee, KO Kang, SEO Jeongil, JW Kim, JW Hong, ...
US Patent App. 13/502,025, 2012
382012
Monaural music source separation: Nonnegativity, sparseness, and shift-invariance
M Kim, S Choi
International Conference on Independent Component Analysis and Signal …, 2006
382006
Apparatus for encoding and decoding of integrated speech and audio
TJ Lee, SK Baek, MJ Kim, DY Jang, SEO Jeongil, K Kang, JW Hong, ...
US Patent 8,903,720, 2014
362014
Efficient Personalized Speech Enhancement through Self-Supervised Learning
A Sivaraman, M Kim
IEEE Journal of Selected Topics in Signal Processing 16 (6), 1342 - 1356, 2022
33*2022
Psychoacoustic calibration of loss functions for efficient end-to-end neural audio coding
K Zhen, MS Lee, J Sung, S Beack, M Kim
IEEE Signal Processing Letters 27, 2159-2163, 2020
312020
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