├── .gitignore ├── .pylintrc ├── LICENCE.md ├── README.md ├── config ├── computing │ ├── README.md │ ├── condor │ │ ├── multi_machine.cfg │ │ ├── non_distributed.cfg │ │ └── single_machine.cfg │ └── standard │ │ ├── multi_machine.cfg │ │ └── single_machine.cfg └── recipes │ ├── DBLSTM │ └── TIMIT │ │ ├── database.cfg │ │ ├── feature_processor.cfg │ │ ├── model.cfg │ │ ├── recognizer.cfg │ │ ├── test_evaluator.cfg │ │ ├── text_processor.cfg │ │ ├── trainer.cfg │ │ └── validation_evaluator.cfg │ ├── DNN │ └── WSJ │ │ ├── alignment_processor.cfg │ │ ├── database.cfg │ │ ├── feature_processor.cfg │ │ ├── model.cfg │ │ ├── recognizer.cfg │ │ ├── test_evaluator.cfg │ │ ├── trainer.cfg │ │ └── validation_evaluator.cfg │ ├── LAS │ ├── GP │ │ ├── AR_phone_processor.cfg │ │ ├── FR_phone_processor.cfg │ │ ├── GE_phone_processor.cfg │ │ ├── PO_phone_processor.cfg │ │ ├── SP_phone_processor.cfg │ │ ├── SW_phone_processor.cfg │ │ ├── TU_phone_processor.cfg │ │ ├── feature_processor.cfg │ │ ├── model.cfg │ │ ├── recognizer.cfg │ │ ├── test_evaluator.cfg │ │ ├── trainer.cfg │ │ └── validation_evaluator.cfg │ └── TIMIT │ │ ├── database.cfg │ │ ├── feature_processor.cfg │ │ ├── model.cfg │ │ ├── recognizer.cfg │ │ ├── test_evaluator.cfg │ │ ├── text_processor.cfg │ │ ├── trainer.cfg │ │ └── validation_evaluator.cfg │ └── README.md ├── docs ├── alignment__decoder_8py.html ├── alignment__processor_8py.html ├── alignment__reader_8py.html ├── alignment__writer_8py.html ├── annotated.html ├── array__writer_8py.html ├── attention_8py.html ├── audio__feature__reader_8py.html ├── audio__processor_8py.html ├── aurora4_8py.html ├── bc_s.png ├── bdwn.png ├── binary__processor_8py.html ├── binary__reader_8py.html ├── binary__writer_8py.html ├── build__cluster_8py.html ├── character_8py.html ├── classes.html ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1BahdanauAttention-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1BahdanauAttention.html ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1BahdanauAttention.png ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1LocationAwareAttention-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1LocationAwareAttention.html ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1LocationAwareAttention.png ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1WindowedAttention-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1WindowedAttention.html ├── classnabu_1_1neuralnetworks_1_1components_1_1attention_1_1WindowedAttention.png ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchDecoder.html ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchDecoder.png ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchDecoderFinalOutput.html ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchDecoderFinalOutput.png ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchDecoderOutput.html ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchDecoderOutput.png ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchState.html ├── classnabu_1_1neuralnetworks_1_1components_1_1beam__search__decoder_1_1BeamSearchState.png ├── classnabu_1_1neuralnetworks_1_1components_1_1constraints_1_1MaxNorm-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1constraints_1_1MaxNorm.html ├── classnabu_1_1neuralnetworks_1_1components_1_1constraints_1_1MaxNorm.png ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1LoadAtBegin-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1LoadAtBegin.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1LoadAtBegin.png ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1SaveAtEnd-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1SaveAtEnd.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1SaveAtEnd.png ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1StopHook-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1StopHook.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1StopHook.png ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1ValidationSaveHook-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1ValidationSaveHook.html ├── classnabu_1_1neuralnetworks_1_1components_1_1hooks_1_1ValidationSaveHook.png ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1AttentionProjectionWrapper-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1AttentionProjectionWrapper.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1AttentionProjectionWrapper.png ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1BypassWrapper-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1BypassWrapper.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1BypassWrapper.png ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1ScopeRNNCellWrapper-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1ScopeRNNCellWrapper.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1ScopeRNNCellWrapper.png ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1StateOutputWrapper-members.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1StateOutputWrapper.html ├── classnabu_1_1neuralnetworks_1_1components_1_1rnn__cell_1_1StateOutputWrapper.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1alignment__decoder_1_1AlignmentDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1alignment__decoder_1_1AlignmentDecoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1alignment__decoder_1_1AlignmentDecoder.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1beam__search__decoder_1_1BeamSearchDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1beam__search__decoder_1_1BeamSearchDecoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1beam__search__decoder_1_1BeamSearchDecoder.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1ctc__decoder_1_1CTCDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1ctc__decoder_1_1CTCDecoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1ctc__decoder_1_1CTCDecoder.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1decoder_1_1Decoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1decoder_1_1Decoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1decoder_1_1Decoder.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1feature__decoder_1_1FeatureDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1feature__decoder_1_1FeatureDecoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1feature__decoder_1_1FeatureDecoder.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1max__decoder_1_1MaxDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1max__decoder_1_1MaxDecoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1max__decoder_1_1MaxDecoder.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1random__decoder_1_1RandomDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1random__decoder_1_1RandomDecoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1random__decoder_1_1RandomDecoder.png ├── classnabu_1_1neuralnetworks_1_1decoders_1_1threshold__decoder_1_1ThresholdDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1threshold__decoder_1_1ThresholdDecoder.html ├── classnabu_1_1neuralnetworks_1_1decoders_1_1threshold__decoder_1_1ThresholdDecoder.png ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1decoder__evaluator_1_1DecoderEvaluator-members.html ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1decoder__evaluator_1_1DecoderEvaluator.html ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1decoder__evaluator_1_1DecoderEvaluator.png ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1evaluator_1_1Evaluator-members.html ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1evaluator_1_1Evaluator.html ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1evaluator_1_1Evaluator.png ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1loss__evaluator_1_1LossEvaluator-members.html ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1loss__evaluator_1_1LossEvaluator.html ├── classnabu_1_1neuralnetworks_1_1evaluators_1_1loss__evaluator_1_1LossEvaluator.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1dnn__decoder_1_1DNNDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1dnn__decoder_1_1DNNDecoder.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1dnn__decoder_1_1DNNDecoder.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1ed__decoder_1_1EDDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1ed__decoder_1_1EDDecoder.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1ed__decoder_1_1EDDecoder.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1hotstart__decoder_1_1HotstartDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1hotstart__decoder_1_1HotstartDecoder.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1hotstart__decoder_1_1HotstartDecoder.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1rnn__decoder_1_1RNNDecoder-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1rnn__decoder_1_1RNNDecoder.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1rnn__decoder_1_1RNNDecoder.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1speller_1_1Speller-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1speller_1_1Speller.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__decoders_1_1speller_1_1Speller.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dblstm_1_1DBLSTM-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dblstm_1_1DBLSTM.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dblstm_1_1DBLSTM.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dnn_1_1DNN-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dnn_1_1DNN.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dnn_1_1DNN.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dummy__encoder_1_1DummyEncoder-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dummy__encoder_1_1DummyEncoder.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1dummy__encoder_1_1DummyEncoder.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1ed__encoder_1_1EDEncoder-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1ed__encoder_1_1EDEncoder.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1ed__encoder_1_1EDEncoder.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1hotstart__encoder_1_1HotstartEncoder-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1hotstart__encoder_1_1HotstartEncoder.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1hotstart__encoder_1_1HotstartEncoder.png ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1listener_1_1Listener-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1listener_1_1Listener.html ├── classnabu_1_1neuralnetworks_1_1models_1_1ed__encoders_1_1listener_1_1Listener.png ├── classnabu_1_1neuralnetworks_1_1models_1_1model_1_1Model-members.html ├── classnabu_1_1neuralnetworks_1_1models_1_1model_1_1Model.html ├── classnabu_1_1neuralnetworks_1_1models_1_1model_1_1Model.png ├── classnabu_1_1neuralnetworks_1_1recognizer_1_1Recognizer-members.html ├── classnabu_1_1neuralnetworks_1_1recognizer_1_1Recognizer.html ├── classnabu_1_1neuralnetworks_1_1recognizer_1_1Recognizer.png ├── classnabu_1_1neuralnetworks_1_1trainers_1_1standard__trainer_1_1StandardTrainer-members.html ├── classnabu_1_1neuralnetworks_1_1trainers_1_1standard__trainer_1_1StandardTrainer.html ├── classnabu_1_1neuralnetworks_1_1trainers_1_1standard__trainer_1_1StandardTrainer.png ├── classnabu_1_1neuralnetworks_1_1trainers_1_1trainer_1_1ParameterServer-members.html ├── classnabu_1_1neuralnetworks_1_1trainers_1_1trainer_1_1ParameterServer.html ├── classnabu_1_1neuralnetworks_1_1trainers_1_1trainer_1_1ParameterServer.png ├── classnabu_1_1neuralnetworks_1_1trainers_1_1trainer_1_1Trainer-members.html ├── classnabu_1_1neuralnetworks_1_1trainers_1_1trainer_1_1Trainer.html ├── classnabu_1_1neuralnetworks_1_1trainers_1_1trainer_1_1Trainer.png ├── classnabu_1_1processing_1_1processors_1_1alignment__processor_1_1AlignmentProcessor-members.html ├── classnabu_1_1processing_1_1processors_1_1alignment__processor_1_1AlignmentProcessor.html ├── classnabu_1_1processing_1_1processors_1_1alignment__processor_1_1AlignmentProcessor.png ├── classnabu_1_1processing_1_1processors_1_1audio__processor_1_1AudioProcessor-members.html ├── classnabu_1_1processing_1_1processors_1_1audio__processor_1_1AudioProcessor.html ├── classnabu_1_1processing_1_1processors_1_1audio__processor_1_1AudioProcessor.png ├── classnabu_1_1processing_1_1processors_1_1binary__processor_1_1BinaryProcessor-members.html ├── classnabu_1_1processing_1_1processors_1_1binary__processor_1_1BinaryProcessor.html ├── classnabu_1_1processing_1_1processors_1_1binary__processor_1_1BinaryProcessor.png ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1fbank_1_1Fbank-members.html ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1fbank_1_1Fbank.html ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1fbank_1_1Fbank.png ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1feature__computer_1_1FeatureComputer-members.html ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1feature__computer_1_1FeatureComputer.html ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1feature__computer_1_1FeatureComputer.png ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1mfcc_1_1Mfcc-members.html ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1mfcc_1_1Mfcc.html ├── classnabu_1_1processing_1_1processors_1_1feature__computers_1_1mfcc_1_1Mfcc.png ├── classnabu_1_1processing_1_1processors_1_1processor_1_1Processor-members.html ├── classnabu_1_1processing_1_1processors_1_1processor_1_1Processor.html ├── classnabu_1_1processing_1_1processors_1_1processor_1_1Processor.png ├── classnabu_1_1processing_1_1processors_1_1text__processor_1_1TextProcessor-members.html ├── classnabu_1_1processing_1_1processors_1_1text__processor_1_1TextProcessor.html ├── classnabu_1_1processing_1_1processors_1_1text__processor_1_1TextProcessor.png ├── classnabu_1_1processing_1_1processors_1_1textfile__processor_1_1TextFileProcessor-members.html ├── classnabu_1_1processing_1_1processors_1_1textfile__processor_1_1TextFileProcessor.html ├── classnabu_1_1processing_1_1processors_1_1textfile__processor_1_1TextFileProcessor.png ├── classnabu_1_1processing_1_1tfreaders_1_1alignment__reader_1_1AlignmentReader-members.html ├── classnabu_1_1processing_1_1tfreaders_1_1alignment__reader_1_1AlignmentReader.html ├── classnabu_1_1processing_1_1tfreaders_1_1alignment__reader_1_1AlignmentReader.png ├── classnabu_1_1processing_1_1tfreaders_1_1audio__feature__reader_1_1AudioFeatureReader-members.html ├── classnabu_1_1processing_1_1tfreaders_1_1audio__feature__reader_1_1AudioFeatureReader.html ├── classnabu_1_1processing_1_1tfreaders_1_1audio__feature__reader_1_1AudioFeatureReader.png ├── classnabu_1_1processing_1_1tfreaders_1_1binary__reader_1_1BinaryReader-members.html ├── classnabu_1_1processing_1_1tfreaders_1_1binary__reader_1_1BinaryReader.html ├── classnabu_1_1processing_1_1tfreaders_1_1binary__reader_1_1BinaryReader.png ├── classnabu_1_1processing_1_1tfreaders_1_1string__reader_1_1StringReader-members.html ├── classnabu_1_1processing_1_1tfreaders_1_1string__reader_1_1StringReader.html ├── classnabu_1_1processing_1_1tfreaders_1_1string__reader_1_1StringReader.png ├── classnabu_1_1processing_1_1tfreaders_1_1string__reader__eos_1_1StringReaderEOS-members.html ├── classnabu_1_1processing_1_1tfreaders_1_1string__reader__eos_1_1StringReaderEOS.html ├── classnabu_1_1processing_1_1tfreaders_1_1string__reader__eos_1_1StringReaderEOS.png ├── classnabu_1_1processing_1_1tfreaders_1_1tfreader_1_1TfReader-members.html ├── classnabu_1_1processing_1_1tfreaders_1_1tfreader_1_1TfReader.html ├── classnabu_1_1processing_1_1tfreaders_1_1tfreader_1_1TfReader.png ├── classnabu_1_1processing_1_1tfwriters_1_1alignment__writer_1_1AlignmentWriter-members.html ├── classnabu_1_1processing_1_1tfwriters_1_1alignment__writer_1_1AlignmentWriter.html ├── classnabu_1_1processing_1_1tfwriters_1_1alignment__writer_1_1AlignmentWriter.png ├── classnabu_1_1processing_1_1tfwriters_1_1array__writer_1_1ArrayWriter-members.html ├── classnabu_1_1processing_1_1tfwriters_1_1array__writer_1_1ArrayWriter.html ├── classnabu_1_1processing_1_1tfwriters_1_1array__writer_1_1ArrayWriter.png ├── classnabu_1_1processing_1_1tfwriters_1_1binary__writer_1_1BinaryWriter-members.html ├── classnabu_1_1processing_1_1tfwriters_1_1binary__writer_1_1BinaryWriter.html ├── classnabu_1_1processing_1_1tfwriters_1_1binary__writer_1_1BinaryWriter.png ├── classnabu_1_1processing_1_1tfwriters_1_1string__writer_1_1StringWriter-members.html ├── classnabu_1_1processing_1_1tfwriters_1_1string__writer_1_1StringWriter.html ├── classnabu_1_1processing_1_1tfwriters_1_1string__writer_1_1StringWriter.png ├── classnabu_1_1processing_1_1tfwriters_1_1tfwriter_1_1TfWriter-members.html ├── classnabu_1_1processing_1_1tfwriters_1_1tfwriter_1_1TfWriter.html ├── classnabu_1_1processing_1_1tfwriters_1_1tfwriter_1_1TfWriter.png ├── closed.png ├── cluster_8py.html ├── constraints_8py.html ├── create__resweep_8py.html ├── ctc__decoder_8py.html ├── data_8py.html ├── dblstm_8py.html ├── decode_8py.html ├── decoder_8py.html ├── decoder__evaluator_8py.html ├── decoder__factory_8py.html ├── default__conf_8py.html ├── dir_17167244d5187f40c5216c544fce35d2.html ├── dir_22900a0aae7a08799ad18934bbdbc9f4.html ├── dir_2a6152c183e3c33e058329e7e6453b96.html ├── dir_2ea7373f738cf8a0cb895fe0c9e8592f.html ├── dir_36ca823c5f2ba397d8b5a6e35877dcaa.html ├── dir_38a0e828cfd915bf1a57174729a2f8cd.html ├── dir_58864515de009ec37b00c7c6d6449040.html ├── dir_5a19dd24bd3679bb79d0ed8fbf6eb6c5.html ├── dir_87892d10c89a040c8bbdd2333a9148a2.html ├── dir_8d4f850d1e47a3662d6cfacb9acedaef.html ├── dir_8f33c1f3b67a9c752e8935987b911429.html ├── dir_97599d661b3fc032a3451a8f960057cf.html ├── dir_9dd70351104cb74361e0a1ecfe3b7415.html ├── dir_b2cbc3bd49bb9b270afe902972f324e6.html ├── dir_c4230e2f98300ccba6846aa1fe5e6103.html ├── dir_cbbf0d63f81975b97cb7de71ded32bc5.html ├── dir_db71712c1294004e09d95f12399dd857.html ├── dir_e13f2eda408f5edf365c238eb07cf74b.html ├── dir_e8db0231893c2815f6b9e1e11eefc504.html ├── dir_f13b2a92247e332ea3c0639edb02d314.html ├── dir_ff08e300460f8bc81bbbfb316d6df905.html ├── dnn_8py.html ├── doc.png ├── doxygen.css ├── doxygen.png ├── dynsections.js ├── ed__encoder_8py.html ├── ed__encoder__factory_8py.html ├── evaluator_8py.html ├── evaluator__factory_8py.html ├── fbank_8py.html ├── feature__computer_8py.html ├── feature__computer__factory_8py.html ├── feature__decoder_8py.html ├── files.html ├── folderclosed.png ├── folderopen.png ├── functions.html ├── functions_func.html ├── hierarchy.html ├── hooks_8py.html ├── hotstart__decoder_8py.html ├── hotstart__encoder_8py.html ├── index.html ├── input__pipeline_8py.html ├── jquery.js ├── kill__processes_8py.html ├── layer_8py.html ├── listener_8py.html ├── loss__evaluator_8py.html ├── loss__functions_8py.html ├── max__decoder_8py.html ├── md_LICENCE.html ├── md_README.html ├── md_config_computing_README.html ├── md_config_recipes_README.html ├── md_nabu_computing_README.html ├── md_nabu_neuralnetworks_decoders_README.html ├── md_nabu_neuralnetworks_evaluators_README.html ├── md_nabu_neuralnetworks_models_README.html ├── md_nabu_neuralnetworks_models_ed_decoders_README.html ├── md_nabu_neuralnetworks_models_ed_encoders_README.html ├── md_nabu_neuralnetworks_trainers_README.html ├── md_nabu_processing_processors_README.html ├── md_nabu_processing_processors_feature_computers_README.html ├── md_nabu_processing_target_normalizers_README.html ├── md_nabu_processing_tfreaders_README.html ├── md_nabu_processing_tfwriters_README.html ├── menu.js ├── menudata.js ├── mfcc_8py.html ├── model_8py.html ├── namespacecomponents.html ├── namespacecondor.html ├── namespacedecoders.html ├── namespacedistributed.html ├── namespaceed__decoders.html ├── namespaceencoders.html ├── namespaceevaluators.html ├── namespacefeature__computers.html ├── namespacemodels.html ├── namespacenabu.html ├── namespaceneuralnetworks.html ├── namespaceprocessing.html ├── namespaceprocessors.html ├── namespaces.html ├── namespacescripts.html ├── namespacestatic.html ├── namespacetarget__normalizers.html ├── namespacetfreaders.html ├── namespacetfwriters.html ├── namespacetools.html ├── nav_f.png ├── nav_g.png ├── nav_h.png ├── normalizer__factory_8py.html ├── open.png ├── ops_8py.html ├── pages.html ├── phones_8py.html ├── processor_8py.html ├── processor__factory_8py.html ├── random__decoder_8py.html ├── recognizer_8py.html ├── rnn__cell_8py.html ├── rnn__decoder_8py.html ├── run__remote_8py.html ├── search │ ├── all_0.html │ ├── all_0.js │ ├── all_1.html │ ├── all_1.js │ ├── all_10.html │ ├── all_10.js │ ├── all_11.html │ ├── all_11.js │ ├── all_12.html │ ├── all_12.js │ ├── all_13.html │ ├── all_13.js │ ├── all_14.html │ ├── all_14.js │ ├── all_15.html │ ├── all_15.js │ ├── all_16.html │ ├── all_16.js │ ├── all_17.html │ ├── all_17.js │ ├── all_2.html │ ├── all_2.js │ ├── all_3.html │ ├── all_3.js │ ├── all_4.html │ ├── all_4.js │ ├── all_5.html │ ├── all_5.js │ ├── all_6.html │ ├── all_6.js │ ├── all_7.html │ ├── all_7.js │ ├── all_8.html │ ├── all_8.js │ ├── all_9.html │ ├── all_9.js │ ├── all_a.html │ ├── all_a.js │ ├── all_b.html │ ├── all_b.js │ ├── all_c.html │ ├── all_c.js │ ├── all_d.html │ ├── all_d.js │ ├── all_e.html │ ├── all_e.js │ ├── all_f.html │ ├── all_f.js │ ├── classes_0.html │ ├── classes_0.js │ ├── classes_1.html │ ├── classes_1.js │ ├── classes_2.html │ ├── classes_2.js │ ├── classes_3.html │ ├── classes_3.js │ ├── classes_4.html │ ├── classes_4.js │ ├── classes_5.html │ ├── classes_5.js │ ├── classes_6.html │ ├── classes_6.js │ ├── classes_7.html │ ├── classes_7.js │ ├── classes_8.html │ ├── classes_8.js │ ├── classes_9.html │ ├── classes_9.js │ ├── classes_a.html │ ├── classes_a.js │ ├── classes_b.html │ ├── classes_b.js │ ├── classes_c.html │ ├── classes_c.js │ ├── classes_d.html │ ├── classes_d.js │ ├── classes_e.html │ ├── classes_e.js │ ├── close.png │ ├── files_0.html │ ├── files_0.js │ ├── files_1.html │ ├── files_1.js │ ├── files_10.html │ ├── files_10.js │ ├── files_2.html │ ├── files_2.js │ ├── files_3.html │ ├── files_3.js │ ├── files_4.html │ ├── files_4.js │ ├── files_5.html │ ├── files_5.js │ ├── files_6.html │ ├── files_6.js │ ├── files_7.html │ ├── files_7.js │ ├── files_8.html │ ├── files_8.js │ ├── files_9.html │ ├── files_9.js │ ├── files_a.html │ ├── files_a.js │ ├── files_b.html │ ├── files_b.js │ ├── files_c.html │ ├── files_c.js │ ├── files_d.html │ ├── files_d.js │ ├── files_e.html │ ├── files_e.js │ ├── files_f.html │ ├── files_f.js │ ├── functions_0.html │ ├── functions_0.js │ ├── functions_1.html │ ├── functions_1.js │ ├── functions_10.html │ ├── functions_10.js │ ├── functions_11.html │ ├── functions_11.js │ ├── functions_12.html │ ├── functions_12.js │ ├── functions_13.html │ ├── functions_13.js │ ├── functions_14.html │ ├── functions_14.js │ ├── functions_15.html │ ├── functions_15.js │ ├── functions_16.html │ ├── functions_16.js │ ├── functions_17.html │ ├── functions_17.js │ ├── functions_2.html │ ├── functions_2.js │ ├── functions_3.html │ ├── functions_3.js │ ├── functions_4.html │ ├── functions_4.js │ ├── functions_5.html │ ├── functions_5.js │ ├── functions_6.html │ ├── functions_6.js │ ├── functions_7.html │ ├── functions_7.js │ ├── functions_8.html │ ├── functions_8.js │ ├── functions_9.html │ ├── functions_9.js │ ├── functions_a.html │ ├── functions_a.js │ ├── functions_b.html │ ├── functions_b.js │ ├── functions_c.html │ ├── functions_c.js │ ├── functions_d.html │ ├── functions_d.js │ ├── functions_e.html │ ├── functions_e.js │ ├── functions_f.html │ ├── functions_f.js │ ├── mag_sel.png │ ├── namespaces_0.html │ ├── namespaces_0.js │ ├── namespaces_1.html │ ├── namespaces_1.js │ ├── namespaces_2.html │ ├── namespaces_2.js │ ├── namespaces_3.html │ ├── namespaces_3.js │ ├── namespaces_4.html │ ├── namespaces_4.js │ ├── namespaces_5.html │ ├── namespaces_5.js │ ├── namespaces_6.html │ ├── namespaces_6.js │ ├── namespaces_7.html │ ├── namespaces_7.js │ ├── namespaces_8.html │ ├── namespaces_8.js │ ├── nomatches.html │ ├── pages_0.html │ ├── pages_0.js │ ├── pages_1.html │ ├── pages_1.js │ ├── pages_2.html │ ├── pages_2.js │ ├── pages_3.html │ ├── pages_3.js │ ├── pages_4.html │ ├── pages_4.js │ ├── pages_5.html │ ├── pages_5.js │ ├── pages_6.html │ ├── pages_6.js │ ├── pages_7.html │ ├── pages_7.js │ ├── pages_8.html │ ├── pages_8.js │ ├── pages_9.html │ ├── pages_9.js │ ├── search.css │ ├── search.js │ ├── search_l.png │ ├── search_m.png │ ├── search_r.png │ └── searchdata.js ├── sigproc_8py.html ├── speller_8py.html ├── splitbar.png ├── standard__trainer_8py.html ├── string__reader_8py.html ├── string__reader__eos_8py.html ├── string__writer_8py.html ├── sync_off.png ├── sync_on.png ├── tab_a.png ├── tab_b.png ├── tab_h.png ├── tab_s.png ├── tabs.css ├── test_8py.html ├── test__recipe_8py.html ├── test__recipes_8py.html ├── text__processor_8py.html ├── textfile__processor_8py.html ├── tfreader_8py.html ├── tfreader__factory_8py.html ├── tfwriter_8py.html ├── threshold__decoder_8py.html ├── train_8py.html ├── trainer_8py.html └── trainer__factory_8py.html ├── doxygen.cfg ├── images ├── trainloss.png └── valid.png ├── main.md ├── nabu ├── __init__.py ├── computing │ ├── README.md │ ├── __init__.py │ ├── cluster.py │ ├── condor │ │ ├── __init__.py │ │ ├── build_cluster.py │ │ ├── dataprep.job │ │ ├── local.job │ │ ├── non_distributed.job │ │ ├── ps.job │ │ └── worker.job │ ├── create_server.py │ ├── local_cluster.py │ └── static │ │ ├── __init__.py │ │ ├── kill_processes.py │ │ └── run_remote.py ├── neuralnetworks │ ├── __init__.py │ ├── components │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── beam_search_decoder.py │ │ ├── constraints.py │ │ ├── hooks.py │ │ ├── layer.py │ │ ├── ops.py │ │ └── rnn_cell.py │ ├── decoders │ │ ├── README.md │ │ ├── __init__.py │ │ ├── alignment_decoder.py │ │ ├── beam_search_decoder.py │ │ ├── ctc_decoder.py │ │ ├── decoder.py │ │ ├── decoder_factory.py │ │ ├── defaults │ │ │ ├── alignmentdecoder.cfg │ │ │ ├── beamsearchdecoder.cfg │ │ │ ├── randomdecoder.cfg │ │ │ └── thresholddecoder.cfg │ │ ├── feature_decoder.py │ │ ├── max_decoder.py │ │ ├── random_decoder.py │ │ └── threshold_decoder.py │ ├── evaluators │ │ ├── README.md │ │ ├── __init__.py │ │ ├── decoder_evaluator.py │ │ ├── defaults │ │ │ ├── decoderevaluator.cfg │ │ │ └── lossevaluator.cfg │ │ ├── evaluator.py │ │ ├── evaluator_factory.py │ │ └── loss_evaluator.py │ ├── models │ │ ├── README.md │ │ ├── __init__.py │ │ ├── ed_decoders │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── defaults │ │ │ │ ├── dnndecoder.cfg │ │ │ │ ├── hotstartdecoder.cfg │ │ │ │ └── speller.cfg │ │ │ ├── dnn_decoder.py │ │ │ ├── ed_decoder.py │ │ │ ├── ed_decoder_factory.py │ │ │ ├── hotstart_decoder.py │ │ │ ├── rnn_decoder.py │ │ │ └── speller.py │ │ ├── ed_encoders │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── dblstm.py │ │ │ ├── defaults │ │ │ │ ├── dblstm.cfg │ │ │ │ ├── dnn.cfg │ │ │ │ ├── hotstartencoder.cfg │ │ │ │ └── listener.cfg │ │ │ ├── dnn.py │ │ │ ├── dummy_encoder.py │ │ │ ├── ed_encoder.py │ │ │ ├── ed_encoder_factory.py │ │ │ ├── hotstart_encoder.py │ │ │ └── listener.py │ │ └── model.py │ ├── recognizer.py │ └── trainers │ │ ├── README.md │ │ ├── __init__.py │ │ ├── defaults │ │ └── standardtrainer.cfg │ │ ├── loss_functions.py │ │ ├── standard_trainer.py │ │ ├── trainer.py │ │ └── trainer_factory.py ├── processing │ ├── __init__.py │ ├── input_pipeline.py │ ├── processors │ │ ├── README.md │ │ ├── __init__.py │ │ ├── alignment_processor.py │ │ ├── audio_processor.py │ │ ├── binary_processor.py │ │ ├── defaults │ │ │ ├── alignmentprocessor.cfg │ │ │ ├── audioprocessor.cfg │ │ │ ├── binaryprocessor.cfg │ │ │ ├── textfileprocessor.cfg │ │ │ └── textprocessor.cfg │ │ ├── feature_computers │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── defaults │ │ │ │ ├── fbank.cfg │ │ │ │ └── mfcc.cfg │ │ │ ├── fbank.py │ │ │ ├── feature_computer.py │ │ │ ├── feature_computer_factory.py │ │ │ ├── mfcc.py │ │ │ └── sigproc.py │ │ ├── processor.py │ │ ├── processor_factory.py │ │ ├── text_processor.py │ │ └── textfile_processor.py │ ├── target_normalizers │ │ ├── README.md │ │ ├── __init__.py │ │ ├── aurora4.py │ │ ├── character.py │ │ ├── gp.py │ │ ├── normalizer_factory.py │ │ └── phones.py │ ├── tfreaders │ │ ├── README.md │ │ ├── __init__.py │ │ ├── alignment_reader.py │ │ ├── audio_feature_reader.py │ │ ├── binary_reader.py │ │ ├── string_reader.py │ │ ├── string_reader_eos.py │ │ ├── tfreader.py │ │ └── tfreader_factory.py │ └── tfwriters │ │ ├── README.md │ │ ├── __init__.py │ │ ├── alignment_writer.py │ │ ├── array_writer.py │ │ ├── binary_writer.py │ │ ├── string_writer.py │ │ ├── tfwriter.py │ │ └── tfwriter_factory.py ├── scripts │ ├── __init__.py │ ├── create_resweep.py │ ├── data.py │ ├── decode.py │ ├── duplicate_model.sh │ ├── kaldi │ │ ├── align_data.sh │ │ ├── compute_prior.py │ │ ├── decode.sh │ │ └── train_gmm.sh │ ├── prepare_data.py │ ├── prepare_decode.py │ ├── prepare_sweep.py │ ├── prepare_test.py │ ├── prepare_train.py │ ├── segment_audio.py │ ├── test.py │ ├── test_recipe.py │ ├── test_recipes.py │ ├── train.py │ └── wer.py └── tools │ ├── __init__.py │ └── default_conf.py ├── py_filter └── run /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vrenkens/nabu/HEAD/.gitignore -------------------------------------------------------------------------------- /.pylintrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vrenkens/nabu/HEAD/.pylintrc -------------------------------------------------------------------------------- /LICENCE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vrenkens/nabu/HEAD/LICENCE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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