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Deep Learning

1,397 papers

Papers per year

3
163
233
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Papers

Virtual Adversarial Training and Data Augmentation for Acoustic Event Detection with Gated Recurrent Neural Networks INTERSPEECH 2017
Rescoring-Aware Beam Search for Reduced Search Errors in Contextual Automatic Speech Recognition INTERSPEECH 2017
A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation INTERSPEECH 2017
“Did you laugh enough today?” — Deep Neural Networks for Mobile and Wearable Laughter Trackers INTERSPEECH 2017
Prosodic Event Recognition Using Convolutional Neural Networks with Context Information INTERSPEECH 2017
Optimized Time Series Filters for Detecting Laughter and Filler Events INTERSPEECH 2017
DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface INTERSPEECH 2017
i-Vector Transformation Using a Novel Discriminative Denoising Autoencoder for Noise-Robust Speaker Recognition INTERSPEECH 2017
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and its Correlation with Phoneme Boundaries INTERSPEECH 2017
Backprop KF: Learning Discriminative Deterministic State Estimators NIPS 2016
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
Ranking Responses Oriented to Conversational Relevance in Chat-bots COLING 2016
Multi-view and multi-task training of RST discourse parsers COLING 2016
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network COLING 2016
Non-sentential Question Resolution using Sequence to Sequence Learning COLING 2016
Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016
Structured Prediction Energy Networks ICML 2016
Nonlinear Statistical Learning with Truncated Gaussian Graphical Models ICML 2016
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters ICML 2016
Correcting Forecasts with Multifactor Neural Attention ICML 2016
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM INTERSPEECH 2016
Deep Stacked Autoencoders for Spoken Language Understanding INTERSPEECH 2016
Analysis on Gated Recurrent Unit Based Question Detection Approach INTERSPEECH 2016
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting INTERSPEECH 2016
Non-Uniform Boosted MCE Training of Deep Neural Networks for Keyword Spotting INTERSPEECH 2016