Architectures

auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks JMLR 2018 Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features Interspeech 2018 Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification Interspeech 2018 Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring ACL 2018 A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems Interspeech 2018 A Unified Neural Network Model for Geolocating Twitter Users CoNLL 2018 A Unified RvNN Framework for End-to-End Chinese Discourse Parsing COLING 2018 A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018 A Unified View of Piecewise Linear Neural Network Verification NeurIPS 2018 Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis ICLR 2018 Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018 Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018 Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL 2018 Automatic Curation and Visualization of Crime Related Information from Incrementally Crawled Multi-source News Reports COLING 2018 Automatic Early Detection of Amyotrophic Lateral Sclerosis from Intelligible Speech Using Convolutional Neural Networks Interspeech 2018 Automatic Gating of Attributes in Deep Structure IJCAI 2018 Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network IJCAI 2018 Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training Interspeech 2018 Automatic Speech Recognition with Articulatory Information and a Unified Dictionary for Hindi, Marathi, Bengali and Oriya Interspeech 2018 Automatic Stance Detection Using End-to-End Memory Networks NAACL 2018 Autoregressive Convolutional Neural Networks for Asynchronous Time Series ICML 2018 A Variational U-Net for Conditional Appearance and Shape Generation CVPR 2018 Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification Interspeech 2018 Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming NeurIPS 2018 Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech Interspeech 2018