no code implementations • 5 May 2017 • Patrick Doetsch, Pavel Golik, Hermann Ney
In this work we compare different batch construction methods for mini-batch training of recurrent neural networks.
3 code implementations • 2 Aug 2016 • Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilya Kulikov, Ralf Schlüter, Hermann Ney
In this work we release our extensible and easily configurable neural network training software.
no code implementations • 22 Jun 2016 • Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney
On this task, we get our best result with an 8 layer bidirectional LSTM and we show that a pretraining scheme with layer-wise construction helps for deep LSTMs.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1