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Neural Networks

11300 directly classified papers

Papers per year

Papers

Encoding of phonology in a recurrent neural model of grounded speech CONLL 2017
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text CONLL 2017
Making Neural QA as Simple as Possible but not Simpler CONLL 2017
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information CONLL 2017
Cross-language Learning with Adversarial Neural Networks CONLL 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers CONLL 2017
Neural Sequence-to-sequence Learning of Internal Word Structure CONLL 2017
Named Entity Disambiguation for Noisy Text CONLL 2017
Hierarchical LSTMs with Joint Learning for Estimating Customer Satisfaction from Contact Center Calls INTERSPEECH 2017
Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks INTERSPEECH 2017
On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals INTERSPEECH 2017
Speech Enhancement Using Bayesian Wavenet INTERSPEECH 2017
Binaural Reverberant Speech Separation Based on Deep Neural Networks INTERSPEECH 2017
Evolving Recurrent Neural Networks That Process and Classify Raw Audio in a Streaming Fashion INTERSPEECH 2017
“Did you laugh enough today?” — Deep Neural Networks for Mobile and Wearable Laughter Trackers INTERSPEECH 2017
Areal and Phylogenetic Features for Multilingual Speech Synthesis INTERSPEECH 2017
The Role of Linguistic and Prosodic Cues on the Prediction of Self-Reported Satisfaction in Contact Centre Phone Calls INTERSPEECH 2017
Label-Dependency Coding in Simple Recurrent Networks for Spoken Language Understanding INTERSPEECH 2017
Minimum Semantic Error Cost Training of Deep Long Short-Term Memory Networks for Topic Spotting on Conversational Speech INTERSPEECH 2017
On the Learnability of Fully-Connected Neural Networks AISTATS 2017
Belief Propagation in Conditional RBMs for Structured Prediction AISTATS 2017
Learning Similarity Functions for Pronunciation Variations INTERSPEECH 2017
Improving Sub-Phone Modeling for Better Native Language Identification with Non-Native English Speech INTERSPEECH 2017
QMDIS: QCRI-MIT Advanced Dialect Identification System INTERSPEECH 2017
LSTM Neural Network-Based Speaker Segmentation Using Acoustic and Language Modelling INTERSPEECH 2017