Deep Learning

Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation Interspeech 2018 Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks Interspeech 2018 Role of Regularization in the Prediction of Valence from Speech Interspeech 2018 Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL 2018 Somm: Into the Model EMNLP 2018 Speech Processing in the Human Brain Meets Deep Learning Interspeech 2018 The glass ceiling in NLP EMNLP 2018 The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning ICML 2018 Transfer Learning for Improving Speech Emotion Classification Accuracy Interspeech 2018 Using active learning to expand training data for implicit discourse relation recognition EMNLP 2018 Visualizing the Loss Landscape of Neural Nets NeurIPS 2018 Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks Interspeech 2018 What It Takes to Achieve 100% Condition Accuracy on WikiSQL EMNLP 2018 YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model SemEval 2018 A Deep Network with Visual Text Composition Behavior ACL 2017 A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts EACL 2017 A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation Interspeech 2017 A Network-based End-to-End Trainable Task-oriented Dialogue System EACL 2017 An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017 Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion EACL 2017 Broad Context Language Modeling as Reading Comprehension EACL 2017 Cascade Dynamics Modeling with Attention-based Recurrent Neural Network IJCAI 2017 Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL 2017 Decoupling "when to update" from "how to update" NeurIPS 2017 Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring CVPR 2017