Challenges of Computational Processing of Code-Switching Oct 7, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Oct 7, 2016 Anomaly Detection Automatic Speech Recognition
Code Code Available QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding Oct 7, 2016 image-classification Image Classification
Code Code Available Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks Oct 6, 2016 Autonomous Vehicles Dimensionality Reduction
— Unverified Monaural Multi-Talker Speech Recognition using Factorial Speech Processing Models Oct 5, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adversary Resistant Deep Neural Networks with an Application to Malware Detection Oct 5, 2016 Deep Learning Information Retrieval
— Unverified Semi-supervised Learning with Sparse Autoencoders in Phone Classification Oct 3, 2016 Acoustic Modelling Automatic Speech Recognition
— Unverified Very Deep Convolutional Neural Networks for Robust Speech Recognition Oct 2, 2016 Robust Speech Recognition speech-recognition
Code Code Available 使用字典學習法於強健性語音辨識(The Use of Dictionary Learning Approach for Robustness Speech Recognition) [In Chinese] Oct 1, 2016 Automatic Speech Recognition (ASR) Dictionary Learning
— Unverified 融合多任務學習類神經網路聲學模型訓練於會議語音辨識之研究(Leveraging Multi-task Learning with Neural Network Based Acoustic Modeling for Improved Meeting Speech Recognition) [In Chinese] Oct 1, 2016 Multi-Task Learning speech-recognition
— Unverified A Generalized Framework for Hierarchical Word Sequence Language Model Oct 1, 2016 Language Modeling Language Modelling
— Unverified Retrieval Term Prediction Using Deep Learning Methods Oct 1, 2016 Chunking Deep Learning
— Unverified Measuring Diversified Proficiency of Japanese Learners of English Oct 1, 2016 Speech Recognition
— Unverified A Tour of TensorFlow Oct 1, 2016 Deep Learning speech-recognition
— Unverified FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks Sep 30, 2016 Language Modeling Language Modelling
— Unverified Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition Sep 28, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified OC16-CE80: A Chinese-English Mixlingual Database and A Speech Recognition Baseline Sep 27, 2016 speech-recognition Speech Recognition
— Unverified Multi-task Recurrent Model for True Multilingual Speech Recognition Sep 27, 2016 speech-recognition Speech Recognition
— Unverified Minimally Supervised Written-to-Spoken Text Normalization Sep 21, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Sep 21, 2016 Decoder Multi-Task Learning
Code Code Available Advances in All-Neural Speech Recognition Sep 19, 2016 All Language Modeling
— Unverified Interactive Spoken Content Retrieval by Deep Reinforcement Learning Sep 16, 2016 Deep Reinforcement Learning Q-Learning
— Unverified An Adaptive Psychoacoustic Model for Automatic Speech Recognition Sep 14, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Character-Level Language Modeling with Hierarchical Recurrent Neural Networks Sep 13, 2016 Language Modeling Language Modelling
— Unverified The Microsoft 2016 Conversational Speech Recognition System Sep 12, 2016 Language Modeling Language Modelling
— Unverified Wav2Letter: an End-to-End ConvNet-based Speech Recognition System Sep 11, 2016 Speech Recognition
Code Code Available Purely sequence-trained neural networks for ASR based on lattice-free MMI Sep 8, 2016 Language Modeling Language Modelling
— Unverified A three-dimensional approach to Visual Speech Recognition using Discrete Cosine Transforms Sep 7, 2016 speech-recognition Speech Recognition
— Unverified On the verbalization patterns of part-whole relations in isiZulu Sep 1, 2016 Automatic Speech Recognition (ASR) Speech Recognition
— Unverified Socially-Aware Animated Intelligent Personal Assistant Agent Sep 1, 2016 Speech Recognition
— Unverified Identifying Teacher Questions Using Automatic Speech Recognition in Classrooms Sep 1, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Task Lineages: Dialog State Tracking for Flexible Interaction Sep 1, 2016 dialog state tracking Speech Recognition
— Unverified LVCSR System on a Hybrid GPU-CPU Embedded Platform for Real-Time Dialog Applications Sep 1, 2016 CPU GPU
— Unverified Generating sets of related sentences from input seed features Sep 1, 2016 Machine Translation Speech Recognition
— Unverified Reward Augmented Maximum Likelihood for Neural Structured Prediction Sep 1, 2016 Machine Translation Prediction
— Unverified Temperature-Based Deep Boltzmann Machines Aug 27, 2016 Image Reconstruction speech-recognition
— Unverified Ensemble of Jointly Trained Deep Neural Network-Based Acoustic Models for Reverberant Speech Recognition Aug 17, 2016 Distant Speech Recognition speech-recognition
— Unverified Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding Aug 6, 2016 Decoder speech-recognition
— Unverified Learning Online Alignments with Continuous Rewards Policy Gradient Aug 3, 2016 Machine Translation Question Answering
— Unverified Efficient Segmental Cascades for Speech Recognition Aug 2, 2016 speech-recognition Speech Recognition
— Unverified Knowledge Distillation for Small-footprint Highway Networks Aug 2, 2016 Acoustic Modelling Knowledge Distillation
— Unverified Evaluation of acoustic word embeddings Aug 1, 2016 Speech Recognition Word Embeddings
— Unverified CobaltF: A Fluent Metric for MT Evaluation Aug 1, 2016 Language Modeling Language Modelling
— Unverified Alignment-Based Neural Machine Translation Aug 1, 2016 Machine Translation Speech Recognition
— Unverified SHEF-LIUM-NN: Sentence level Quality Estimation with Neural Network Features Aug 1, 2016 Automatic Speech Recognition (ASR) Feature Engineering
— Unverified Pynini: A Python library for weighted finite-state grammar compilation Aug 1, 2016 Automatic Speech Recognition (ASR) Optical Character Recognition (OCR)
— Unverified Distributed representation and estimation of WFST-based n-gram models Aug 1, 2016 Automatic Speech Recognition (ASR) Language Modeling
— Unverified Babler - Data Collection from the Web to Support Speech Recognition and Keyword Search Aug 1, 2016 Automatic Speech Recognition (ASR) Language Identification
— Unverified Mining linguistic tone patterns with symbolic representation Aug 1, 2016 Information Retrieval Music Information Retrieval
— Unverified Improving cross-domain n-gram language modelling with skipgrams Aug 1, 2016 Language Modeling Language Modelling
— Unverified 