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 Massively Multilingual Neural Grapheme-to-Phoneme Conversion Aug 4, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Improving Speaker-Independent Lipreading with Domain-Adversarial Training Aug 4, 2017 Lipreading speech-recognition
— Unverified Information Navigation System with Discovering User Interests Aug 1, 2017 Semantic Textual Similarity Speech Recognition
— Unverified Attentive listening system with backchanneling, response generation and flexible turn-taking Aug 1, 2017 Automatic Speech Recognition (ASR) Response Generation
— Unverified Enabling robust and fluid spoken dialogue with cognitively impaired users Aug 1, 2017 Dialogue Management Management
— Unverified Utterance Intent Classification of a Spoken Dialogue System with Efficiently Untied Recursive Autoencoders Aug 1, 2017 Automatic Speech Recognition (ASR) Classification
— Unverified Deep Learning for Punctuation Restoration in Medical Reports Aug 1, 2017 Deep Learning Punctuation Restoration
— 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 End-to-End Neural Segmental Models for Speech Recognition Aug 1, 2017 Decoder 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 Predicting Causes of Reformulation in Intelligent Assistants Jul 13, 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 Unsupervised Submodular Rank Aggregation on Score-based Permutations Jul 4, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Dual Supervised Learning Jul 3, 2017 General Classification image-classification
— Unverified 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 Multimodal Machine Learning: Integrating Language, Vision and Speech Jul 1, 2017 Audio-Visual Speech Recognition BIG-bench Machine Learning
— Unverified PyDial: A Multi-domain Statistical Dialogue System Toolkit Jul 1, 2017 Dialogue Management Speech Recognition
— Unverified Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks Jul 1, 2017 Speaker Identification Speech Recognition
— Unverified Accent Adaptation for the Air Traffic Control Domain Jul 1, 2017 Speech Recognition
— Unverified Evaluating Compound Splitters Extrinsically with Textual Entailment Jul 1, 2017 Information Retrieval Machine Translation
— Unverified Joint CTC/attention decoding for end-to-end speech recognition Jul 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Local Detection Approach for Named Entity Recognition and Mention Detection Jul 1, 2017 Feature Engineering Image Classification
— Unverified Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments Jul 1, 2017 speech-recognition Speech Recognition
Code Code Available 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 Acoustic Modeling Using a Shallow CNN-HTSVM Architecture Jun 27, 2017 speech-recognition Speech Recognition
— Unverified A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation Jun 24, 2017 speech-recognition Speech Recognition
— Unverified Automatic Quality Estimation for ASR System Combination Jun 22, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks Jun 22, 2017 Audio Classification Classification
— Unverified Analysis of dropout learning regarded as ensemble learning Jun 20, 2017 Ensemble Learning Object Recognition
— Unverified Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models Jun 20, 2017 Computational chemistry Deep Learning
Code Code Available 3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition Jun 18, 2017 Speaker Verification speech-recognition
Code Code Available An online sequence-to-sequence model for noisy speech recognition Jun 16, 2017 Noisy Speech Recognition speech-recognition
— Unverified An Overview of Multi-Task Learning in Deep Neural Networks Jun 15, 2017 BIG-bench Machine Learning Drug Discovery
Code Code Available Modelling prosodic structure using Artificial Neural Networks Jun 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 