An Efficient and Effective Online Sentence Segmenter for Simultaneous Interpretation Dec 1, 2016 Automatic Speech Recognition (ASR) Machine Translation
— Unverified Automatic Speech Recognition Errors as a Predictor of L2 Listening Difficulties Dec 1, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Dataset for Multimodal Question Answering in the Cultural Heritage Domain Dec 1, 2016 Question Answering Speech Recognition
— Unverified Comparison of Grapheme-to-Phoneme Conversion Methods on a Myanmar Pronunciation Dictionary Dec 1, 2016 Active Learning Automatic Speech Recognition
— Unverified Using Ambiguity Detection to Streamline Linguistic Annotation Dec 1, 2016 Automatic Speech Recognition (ASR) Machine Translation
— Unverified ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA Dec 1, 2016 CPU GPU
— Unverified Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition Nov 28, 2016 Computational Efficiency General Classification
— Unverified Invariant Representations for Noisy Speech Recognition Nov 27, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning Nov 25, 2016 General Classification image-classification
— Unverified Geometric deep learning on graphs and manifolds using mixture model CNNs Nov 25, 2016 Deep Learning Document Classification
Code Code Available Interpreting the Predictions of Complex ML Models by Layer-wise Relevance Propagation Nov 24, 2016 General Classification image-classification
— Unverified Learning to Distill: The Essence Vector Modeling Framework Nov 22, 2016 Denoising Document Embedding
— Unverified Deep Recurrent Convolutional Neural Network: Improving Performance For Speech Recognition Nov 22, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robust end-to-end deep audiovisual speech recognition Nov 21, 2016 speech-recognition Speech Recognition
— Unverified Neural Information Retrieval: A Literature Review Nov 18, 2016 Information Retrieval Retrieval
— Unverified Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models Nov 18, 2016 speech-recognition Speech Recognition
— Unverified Compacting Neural Network Classifiers via Dropout Training Nov 18, 2016 speech-recognition Speech Recognition
— Unverified Lip Reading Sentences in the Wild Nov 16, 2016 Lipreading Lip Reading
— Unverified Tricks from Deep Learning Nov 10, 2016 Deep Learning Machine Translation
— Unverified Audio Visual Speech Recognition using Deep Recurrent Neural Networks Nov 9, 2016 Audio-Visual Speech Recognition Automatic Speech Recognition
— Unverified Automatic recognition of child speech for robotic applications in noisy environments Nov 8, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Discriminative Acoustic Word Embeddings: Recurrent Neural Network-Based Approaches Nov 8, 2016 Dynamic Time Warping General Classification
— Unverified Neural Networks Designing Neural Networks: Multi-Objective Hyper-Parameter Optimization Nov 7, 2016 BIG-bench Machine Learning image-classification
— Unverified Codeswitching Detection via Lexical Features in Conditional Random Fields Nov 1, 2016 Automatic Speech Recognition (ASR) Sentiment Analysis
— Unverified Word-Level Language Identification and Predicting Codeswitching Points in Swahili-English Language Data Nov 1, 2016 Language Identification Sentiment Analysis
— Unverified Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding Nov 1, 2016 Face Recognition Question Answering
— Unverified Joint Transition-based Dependency Parsing and Disfluency Detection for Automatic Speech Recognition Texts Nov 1, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Morphological Analysis: Encoding-Decoding Canonical Segments Nov 1, 2016 Automatic Speech Recognition (ASR) Keyword Spotting
— Unverified Neural Sentiment Classification with User and Product Attention Nov 1, 2016 Classification Feature Engineering
Code Code Available Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling Nov 1, 2016 Automatic Speech Recognition (ASR) Language Modeling
— Unverified Convolutional Neural Network Language Models Nov 1, 2016 Document Classification General Classification
Code Code Available Latent Tree Language Model Nov 1, 2016 Automatic Speech Recognition (ASR) Language Modeling
Code Code Available Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems Nov 1, 2016 Dialogue Management Emotion Recognition
— Unverified Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition Oct 31, 2016 Language Modeling Language Modelling
— Unverified Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks Oct 25, 2016 Decoder Grapheme-to-Phoneme Conversion
— Unverified End-to-End Training Approaches for Discriminative Segmental Models Oct 21, 2016 speech-recognition Speech Recognition
— Unverified Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation Oct 20, 2016 speech-recognition Speech Recognition
— Unverified Embodiment of Learning in Electro-Optical Signal Processors Oct 20, 2016 speech-recognition Speech Recognition
— Unverified A Bayesian Approach to Estimation of Speaker Normalization Parameters Oct 19, 2016 speech-recognition Speech Recognition
— Unverified Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models Oct 18, 2016 speech-recognition Speech Recognition
— Unverified Small-footprint Highway Deep Neural Networks for Speech Recognition Oct 18, 2016 speech-recognition Speech Recognition
— Unverified End-to-end attention-based distant speech recognition with Highway LSTM Oct 17, 2016 Distant Speech Recognition speech-recognition
— Unverified Achieving Human Parity in Conversational Speech Recognition Oct 17, 2016 Language Modeling Language Modelling
— Unverified Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding Oct 13, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Long Short-Term Memory based Convolutional Recurrent Neural Networks for Large Vocabulary Speech Recognition Oct 11, 2016 speech-recognition Speech Recognition
— Unverified Multiple Instance Learning Convolutional Neural Networks for Object Recognition Oct 11, 2016 Data Augmentation Multiple Instance Learning
— Unverified Very Deep Convolutional Networks for End-to-End Speech Recognition Oct 10, 2016 speech-recognition Speech Recognition
Code Code Available Latent Sequence Decompositions Oct 10, 2016 speech-recognition Speech Recognition
— Unverified A Semantic Analyzer for the Comprehension of the Spontaneous Arabic Speech Oct 8, 2016 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Gentle Tutorial of Recurrent Neural Network with Error Backpropagation Oct 8, 2016 Handwriting Recognition Image to text
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