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Neural Network Optimization

3,649 papers

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Papers

Approximate Large-scale Multiple Kernel k-means Using Deep Neural Network IJCAI 2017
Random Shifting for CNN: a Solution to Reduce Information Loss in Down-Sampling Layers IJCAI 2017
What to Do Next: Modeling User Behaviors by Time-LSTM IJCAI 2017
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study IJCAI 2017
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification IJCNLP 2017
Boosting Neural Machine Translation IJCNLP 2017
Discrete Duration Model for Speech Synthesis INTERSPEECH 2017
Robustness Over Time-Varying Channels in DNN-HMM ASR Based Human-Robot Interaction INTERSPEECH 2017
Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping INTERSPEECH 2017
Highway-LSTM and Recurrent Highway Networks for Speech Recognition INTERSPEECH 2017
Joint Training of Expanded End-to-End DNN for Text-Dependent Speaker Verification INTERSPEECH 2017
Deep Activation Mixture Model for Speech Recognition INTERSPEECH 2017
Backstitch: Counteracting Finite-Sample Bias via Negative Steps INTERSPEECH 2017
Node Pruning Based on Entropy of Weights and Node Activity for Small-Footprint Acoustic Model Based on Deep Neural Networks INTERSPEECH 2017
An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication INTERSPEECH 2017
Social Signal Detection in Spontaneous Dialogue Using Bidirectional LSTM-CTC INTERSPEECH 2017
Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source INTERSPEECH 2017
Pronunciation Learning with RNN-Transducers INTERSPEECH 2017
Structured-Based Curriculum Learning for End-to-End English-Japanese Speech Translation INTERSPEECH 2017
On Improving Acoustic Models for TORGO Dysarthric Speech Database INTERSPEECH 2017
Denoising Recurrent Neural Network for Deep Bidirectional LSTM Based Voice Conversion INTERSPEECH 2017
Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training INTERSPEECH 2017
Global SNR Estimation of Speech Signals for Unknown Noise Conditions Using Noise Adapted Non-Linear Regression INTERSPEECH 2017
To Improve the Robustness of LSTM-RNN Acoustic Models Using Higher-Order Feedback from Multiple Histories INTERSPEECH 2017
Unit Selection with Hierarchical Cascaded Long Short Term Memory Bidirectional Recurrent Neural Nets INTERSPEECH 2017