NMF-based speech enhancement incorporating deep neural network

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

ALGORITHMS FOR NON-NEGATIVE MATRIX FACTORIZATION

D Seung, Lin-Wen Lee · 2001 · 4.8K citations

Computing, Computer Science, Mathematics +15

Speech enhancement using a minimum mean-square error log-spectral amplitude estimator

Y. Ephraim, D. Malah · IEEE Transactions on Acoustics Speech and Signal Processing · 1985 · 3.8K citations

Health Professions, Physics, Acoustics +16

Assessment for automatic speech recognition: II. NOISEX-92: A database and an experiment to study the effect of additive noise on speech recognition systems

Andrew Varga, H. J. M. Steeneken · Speech Communication · 1993 · 2.1K citations

Computing, Computer Science, Machine Learning +14

Acoustic Modeling Using Deep Belief Networks

Abdelrahman Mohamed, George E. Dahl, Geoffrey E. Hinton · IEEE Transactions on Audio Speech and Language Processing · 2011 · 1.7K citations

Computing, Computer Science, Computational Acoustics +16