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The IBM 2015 English conversational telephone speech recognition system
We describe the latest improvements to the IBM English conversational telephone speech recognition system.Some of the techniques that were found beneficial are: maxout networks with annealed dropout rates; networks with a very large number of outputs trained on 2000 hours of data; joint modeling of partially unfolded recurrent neural networks …