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Deep Learning

1397 directly classified papers

Papers per year

Papers

Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition INTERSPEECH 2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement INTERSPEECH 2019
Glottal Closure Instants Detection from Speech Signal by Deep Features Extracted from Raw Speech and Linear Prediction Residual INTERSPEECH 2019
The SJTU Robust Anti-Spoofing System for the ASVspoof 2019 Challenge INTERSPEECH 2019
DSTC7 Task 1: Noetic End-to-End Response Selection ACL 2019
The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ACL 2019
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ACL 2019
Energy and Policy Considerations for Deep Learning in NLP ACL 2019
TIGS: An Inference Algorithm for Text Infilling with Gradient Search ACL 2019
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution ACL 2019
Compositional Questions Do Not Necessitate Multi-hop Reasoning ACL 2019
AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing ACL 2019
Attention Is (not) All You Need for Commonsense Reasoning ACL 2019
Speech Replay Detection with x-Vector Attack Embeddings and Spectral Features INTERSPEECH 2019
Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019
Stochastic Gradient Descent on Separable Data: Exact Convergence with a Fixed Learning Rate AISTATS 2019
Can You Trust This Prediction? Auditing Pointwise Reliability After Learning AISTATS 2019
Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks AAAI 2019
Understanding Dropouts in MOOCs AAAI 2019
Utilizing Class Information for Deep Network Representation Shaping AAAI 2019
Deep Residual Neural Networks for Audio Spoofing Detection INTERSPEECH 2019
RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification INTERSPEECH 2019
DeepLung: Smartphone Convolutional Neural Network-Based Inference of Lung Anomalies for Pulmonary Patients INTERSPEECH 2019
Deep Neural Baselines for Computational Paralinguistics INTERSPEECH 2019
Regularizing Neural Networks via Stochastic Branch Layers ACML 2019