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diff --git a/mohammad/README.md b/mohammad/README.md new file mode 100644 index 0000000..8c553c3 --- /dev/null +++ b/mohammad/README.md @@ -0,0 +1,33 @@ +CTC-Connectionist Temporal Classification +========================================= + +-CTC cost is implemented in pure [Theano](https://github.com/Theano/Theano). + +-Supports mini-batch. + +-Supports both normal- and log-scale. + +-"apple" problem (two same consecutive labels) is solved. + +-Test file is implemented using [Blocks](https://github.com/bartvm/blocks). + + + + +Reference +========= +Graves, Alex, et al. "Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks." Proceedings of the 23rd international conference on Machine learning. ACM, 2006. + + +Credits +======= +Theano implementation of CTC by [Shawn Tan](https://github.com/shawntan/rnn-experiment/) + +Theano implementation of CTC by [Rakesh Var](https://github.com/rakeshvar/rnn_ctc) + + +Special thanks to +================= +[Kyle Kastner](https://github.com/kastnerkyle) + +Pascal Lambdin |