Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Probe and Learn Neural Networks Feb 3, 2015 Image Classification speech-recognition
— Unverified Belief Hidden Markov Model for speech recognition Jan 22, 2015 model speech-recognition
— Unverified Deep Multimodal Learning for Audio-Visual Speech Recognition Jan 22, 2015 Audio-Visual Speech Recognition Automatic Speech Recognition
— Unverified Phrase Based Language Model for Statistical Machine Translation: Empirical Study Jan 21, 2015 Language Modeling Language Modelling
— Unverified Phrase Based Language Model For Statistical Machine Translation Jan 18, 2015 Language Modeling Language Modelling
— Unverified Preserving Trees in Minimal Automata Jan 1, 2015 Chunking Speech Recognition
— Unverified Unsupervised Lexicon Discovery from Acoustic Input Jan 1, 2015 Language Acquisition Speech Recognition
— Unverified Fast, simple and accurate handwritten digit classification by training shallow neural network classifiers with the 'extreme learning machine' algorithm Dec 29, 2014 General Classification speech-recognition
— Unverified Learning linearly separable features for speech recognition using convolutional neural networks Dec 22, 2014 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Incremental Adaptation Strategies for Neural Network Language Models Dec 20, 2014 Language Modeling Language Modelling
— Unverified Deep Speech: Scaling up end-to-end speech recognition Dec 17, 2014 Accented Speech Recognition Speech Recognition
Code Code Available A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems Dec 15, 2014 Decoder speech-recognition
— Unverified End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results Dec 4, 2014 Decoder speech-recognition
— Unverified 使用概念資訊於中文大詞彙連續語音辨識之研究 (Exploring Concept Information for Mandarin Large Vocabulary Continuous Speech Recognition) [In Chinese] Dec 1, 2014 Language Modelling speech-recognition
— Unverified Using Tone Information in Thai Spelling Speech Recognition Dec 1, 2014 speech-recognition Speech Recognition
— Unverified Zero-Shot Learning of Language Models for Describing Human Actions Based on Semantic Compositionality of Actions Dec 1, 2014 Language Modelling Machine Translation
— Unverified Retrieval Term Prediction Using Deep Belief Networks Dec 1, 2014 Information Retrieval Prediction
— Unverified HinMA: Distributed Morphology based Hindi Morphological Analyzer Dec 1, 2014 Morphological Analysis Speech Recognition
— Unverified Use of GPU and Feature Reduction for Fast Query-by-Example Spoken Term Detection Dec 1, 2014 GPU Speech Recognition
— Unverified Voice Activity Detection using Temporal Characteristics of Autocorrelation Lag and Maximum Spectral Amplitude in Sub-bands Dec 1, 2014 Action Detection Activity Detection
— Unverified How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets Nov 14, 2014 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Tied Probabilistic Linear Discriminant Analysis for Speech Recognition Nov 4, 2014 speech-recognition Speech Recognition
— Unverified The Effect of Dependency Representation Scheme on Syntactic Language Modelling Nov 1, 2014 Constituency Parsing Dependency Parsing
— Unverified Parallel training of DNNs with Natural Gradient and Parameter Averaging Oct 27, 2014 GPU speech-recognition
Code Code Available Mobility Enhancement for Elderly Oct 21, 2014 Navigate speech-recognition
— Unverified Constructing Long Short-Term Memory based Deep Recurrent Neural Networks for Large Vocabulary Speech Recognition Oct 16, 2014 GPU speech-recognition
— Unverified An exact mapping between the Variational Renormalization Group and Deep Learning Oct 14, 2014 Deep Learning speech-recognition
Code Code Available Spatial Diffuseness Features for DNN-Based Speech Recognition in Noisy and Reverberant Environments Oct 9, 2014 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 運用概念模型化技術於中文大詞彙連續語音辨識之語言模型調適 (Leveraging Concept Modeling Techniques for Language Model Adaptation in Mandarin Large Vocabulary Continuous Speech Recognition) [In Chinese] Oct 1, 2014 Language Modelling speech-recognition
— Unverified 探究新穎語句模型化技術於節錄式語音摘要 (Investigating Novel Sentence Modeling Techniques for Extractive Speech Summarization) [In Chinese] Oct 1, 2014 Language Modelling Sentence
— Unverified 以二維共振峰分布建立語者音色模型及其在語者驗證上之應用 (Using 2D Formant Distribution to Build Speaker Models and Its Application in Speaker Verification) [In Chinese] Oct 1, 2014 Speaker Recognition Speaker Verification
— Unverified Exploration of the Impact of Maximum Entropy in Recurrent Neural Network Language Models for Code-Switching Speech Oct 1, 2014 Language Modelling Speech Recognition
— Unverified Language Identification in Code-Switching Scenario Oct 1, 2014 Information Retrieval Language Identification
— Unverified Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression Oct 1, 2014 Machine Translation regression
— Unverified Learning Phrase Representations using RNN Encoder--Decoder for Statistical Machine Translation Oct 1, 2014 Decoder Language Modelling
— Unverified Modeling Interestingness with Deep Neural Networks Oct 1, 2014 Recommendation Systems Semantic Textual Similarity
— Unverified Morphological Segmentation for Keyword Spotting Oct 1, 2014 Keyword Spotting Language Modelling
— Unverified Combining Punctuation and Disfluency Prediction: An Empirical Study Oct 1, 2014 Machine Translation Prediction
— Unverified Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System Oct 1, 2014 Decision Making Dialogue Management
— Unverified Language Modeling with Functional Head Constraint for Code Switching Speech Recognition Oct 1, 2014 Language Identification Language Modeling
— Unverified An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents Oct 1, 2014 Speaker Recognition Speech Recognition
— Unverified Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization Oct 1, 2014 Document Ranking Information Retrieval
— Unverified Visual Words for Automatic Lip-Reading Sep 17, 2014 Lip Reading speech-recognition
— Unverified Recurrent Neural Network Regularization Sep 8, 2014 Caption Generation Image Captioning
Code Code Available Visual Speech Recognition Sep 3, 2014 Audio-Visual Speech Recognition Lip Reading
— Unverified First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs Aug 12, 2014 Language Modeling Language Modelling
Code Code Available Using Neural Networks for Modeling and Representing Natural Languages Aug 1, 2014 Machine Translation Speech Recognition
— Unverified Learning the Taxonomy of Function Words for Parsing Aug 1, 2014 Information Retrieval Machine Translation
— Unverified Biber Redux: Reconsidering Dimensions of Variation in American English Aug 1, 2014 Domain Adaptation Information Retrieval
— Unverified Interpolated Dirichlet Class Language Model for Speech Recognition Incorporating Long-distance N-grams Aug 1, 2014 Language Modeling Language Modelling
— Unverified 