1 code implementation • 21 Sep 2017 • Scott Wisdom, Thomas Powers, James Pitton, Les Atlas
This interpretability also provides principled initializations that enable faster training and convergence to better solutions compared to conventional random initialization.
1 code implementation • 22 Nov 2016 • Scott Wisdom, Thomas Powers, James Pitton, Les Atlas
Recurrent neural networks (RNNs) are powerful and effective for processing sequential data.
no code implementations • 2 Sep 2015 • Scott Wisdom, Thomas Powers, Les Atlas, James Pitton
Our approach centers around using a single-channel minimum mean-square error log-spectral amplitude (MMSE-LSA) estimator proposed by Habets, which scales coefficients in a time-frequency domain to suppress noise and reverberation.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2