Character and Subword-Based Word Representation for Neural Language Modeling Prediction Sep 1, 2017 Language Modeling Language Modelling
— Unverified Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning Sep 1, 2017 Automatic Speech Recognition (ASR) Dialogue Management
— Unverified Leveraging Deep Neural Network Activation Entropy to cope with Unseen Data in Speech Recognition Aug 31, 2017 BIG-bench Machine Learning speech-recognition
— Unverified Information Theoretic Analysis of DNN-HMM Acoustic Modeling Aug 29, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MIT-QCRI Arabic Dialect Identification System for the 2017 Multi-Genre Broadcast Challenge Aug 28, 2017 Arabic Speech Recognition Dialect Identification
— Unverified Twin Networks: Matching the Future for Sequence Generation Aug 22, 2017 Caption Generation speech-recognition
Code Code Available Cold Fusion: Training Seq2Seq Models Together with Language Models Aug 21, 2017 Image Captioning Language Modeling
— Unverified The Microsoft 2017 Conversational Speech Recognition System Aug 21, 2017 Language Modeling Language Modelling
— Unverified Future Word Contexts in Neural Network Language Models Aug 18, 2017 speech-recognition Speech Recognition
— Unverified An Improved Residual LSTM Architecture for Acoustic Modeling Aug 17, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Large-Scale Domain Adaptation via Teacher-Student Learning Aug 17, 2017 Domain Adaptation speech-recognition
— Unverified Language Identification Using Deep Convolutional Recurrent Neural Networks Aug 16, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts Aug 16, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comparison of Decoding Strategies for CTC Acoustic Models Aug 15, 2017 Language Modeling Language Modelling
— Unverified Improving Speaker-Independent Lipreading with Domain-Adversarial Training Aug 4, 2017 Lipreading speech-recognition
— Unverified Massively Multilingual Neural Grapheme-to-Phoneme Conversion Aug 4, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Deep Learning for Punctuation Restoration in Medical Reports Aug 1, 2017 Deep Learning Punctuation Restoration
— Unverified Enabling robust and fluid spoken dialogue with cognitively impaired users Aug 1, 2017 Dialogue Management Management
— Unverified End-to-End Neural Segmental Models for Speech Recognition Aug 1, 2017 Decoder speech-recognition
— Unverified Utterance Intent Classification of a Spoken Dialogue System with Efficiently Untied Recursive Autoencoders Aug 1, 2017 Automatic Speech Recognition (ASR) Classification
— Unverified Attentive listening system with backchanneling, response generation and flexible turn-taking Aug 1, 2017 Automatic Speech Recognition (ASR) Response Generation
— Unverified Automated Preamble Detection in Dictated Medical Reports Aug 1, 2017 Speech Recognition Word Embeddings
— Unverified XJSA at SemEval-2017 Task 4: A Deep System for Sentiment Classification in Twitter Aug 1, 2017 General Classification Semantic Parsing
— Unverified Information Navigation System with Discovering User Interests Aug 1, 2017 Semantic Textual Similarity Speech Recognition
— Unverified Exploring Neural Transducers for End-to-End Speech Recognition Jul 24, 2017 Language Modeling Language Modelling
— Unverified Language modeling with Neural trans-dimensional random fields Jul 23, 2017 Language Modeling Language Modelling
— Unverified Attention-Based End-to-End Speech Recognition on Voice Search Jul 22, 2017 Decoder L2 Regularization
— Unverified Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition Jul 21, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fast and Accurate OOV Decoder on High-Level Features Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition Jul 19, 2017 speech-recognition Speech Recognition
— Unverified Unsupervised Domain Adaptation for Robust Speech Recognition via Variational Autoencoder-Based Data Augmentation Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking Jul 18, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Houdini: Fooling Deep Structured Prediction Models Jul 17, 2017 General Classification Pose Estimation
— Unverified Listening while Speaking: Speech Chain by Deep Learning Jul 16, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies Jul 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Predicting Causes of Reformulation in Intelligent Assistants Jul 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Submodular Rank Aggregation on Score-based Permutations Jul 4, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Improving LSTM-CTC based ASR performance in domains with limited training data Jul 3, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Dual Supervised Learning Jul 3, 2017 General Classification image-classification
— Unverified Accent Adaptation for the Air Traffic Control Domain Jul 1, 2017 Speech Recognition
— Unverified Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments Jul 1, 2017 speech-recognition Speech Recognition
Code Code Available A Local Detection Approach for Named Entity Recognition and Mention Detection Jul 1, 2017 Feature Engineering Image Classification
— Unverified Evaluating Compound Splitters Extrinsically with Textual Entailment Jul 1, 2017 Information Retrieval Machine Translation
— Unverified PyDial: A Multi-domain Statistical Dialogue System Toolkit Jul 1, 2017 Dialogue Management Speech Recognition
— Unverified Joint CTC/attention decoding for end-to-end speech recognition Jul 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks Jul 1, 2017 Speaker Identification Speech Recognition
— Unverified Multimodal Machine Learning: Integrating Language, Vision and Speech Jul 1, 2017 Audio-Visual Speech Recognition BIG-bench Machine Learning
— Unverified SafetyNets: Verifiable Execution of Deep Neural Networks on an Untrusted Cloud Jun 30, 2017 speech-recognition Speech Recognition
— Unverified Toward Computation and Memory Efficient Neural Network Acoustic Models with Binary Weights and Activations Jun 28, 2017 Efficient Neural Network speech-recognition
— Unverified 