Minimizing Distribution and Data Loading Overheads in Parallel Training of DNN Acoustic Models with Frequent Parameter Averaging

P Rościszewski, J Kaliski - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
In the paper we investigate the performance of parallel deep neural network training with
parameter averaging for acoustic modeling in Kaldi, a popular automatic speech recognition …

Minimizing Distribution and Data Loading Overheads in Parallel Training of DNN Acoustic Models with Frequent Parameter Averaging

P Rosciszewski, J Kaliski - 2017 International Conference on High Performance … - infona.pl
In the paper we investigate the performance of parallel deep neural network training with
parameter averaging for acoustic modeling in Kaldi, a popular automatic speech recognition …

Minimizing Distribution and Data Loading Overheads in Parallel Training of DNN Acoustic Models with Frequent Parameter Averaging

P Rosciszewski, J Kaliski - 2017 International Conference on High …, 2017 - computer.org
In the paper we investigate the performance of parallel deep neural network training with
parameter averaging for acoustic modeling in Kaldi, a popular automatic speech recognition …

Minimizing Distribution and Data Loading Overheads in Parallel Training of DNN Acoustic Models with Frequent Parameter Averaging

P Rościszewski, J Kaliski - 2017 - mostwiedzy.pl
In the paper we investigate the performance of parallel deep neural network training with
parameter averaging for acoustic modeling in Kaldi, a popular automatic speech recognition …