Connectionist Temporal Classification: Labelling ...
provides a powerful, general mechanism for modelling time series. In addition, they tend to be robust to temporal and spatial noise. So far, however, it has not been possible to apply RNNs directly to sequence labelling. The problem is that the standard neural network objective functions are defined separately for each point in the training se-
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