Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition Nov 21, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks Nov 20, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speech recognition for medical conversations Nov 20, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Lattice Rescoring Strategies for Long Short Term Memory Language Models in Speech Recognition Nov 15, 2017 speech-recognition Speech Recognition
— Unverified Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition Nov 15, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Chipmunk: A Systolically Scalable 0.9 mm^2, 3.08 Gop/s/mW @ 1.2 mW Accelerator for Near-Sensor Recurrent Neural Network Inference Nov 15, 2017 speech-recognition Speech Recognition
— Unverified Supervised and Unsupervised Transfer Learning for Question Answering Nov 14, 2017 Question Answering speech-recognition
— Unverified Phonemic and Graphemic Multilingual CTC Based Speech Recognition Nov 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection Nov 10, 2017 General Reinforcement Learning reinforcement-learning
— Unverified Analysis of Dropout in Online Learning Nov 9, 2017 Object Recognition speech-recognition
— Unverified Feed Forward and Backward Run in Deep Convolution Neural Network Nov 9, 2017 Deep Learning General Classification
— Unverified Block-Sparse Recurrent Neural Networks Nov 8, 2017 Language Modelling Machine Translation
— Unverified Towards Language-Universal End-to-End Speech Recognition Nov 6, 2017 Multi-Task Learning speech-recognition
— Unverified Improved training for online end-to-end speech recognition systems Nov 6, 2017 speech-recognition Speech Recognition
Code Code Available Multilingual Speech Recognition With A Single End-To-End Model Nov 6, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Robust Speech Recognition Using Generative Adversarial Networks Nov 5, 2017 Generative Adversarial Network Robust Speech Recognition
— Unverified Dual Language Models for Code Switched Speech Recognition Nov 3, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 序列標記與配對方法用於語音辨識錯誤偵測及修正 (On the Use of Sequence Labeling and Matching Methods for ASR Error Detection and Correction) [In Chinese] Nov 1, 2017 Speech Recognition
— Unverified Using Teacher-Student Model For Emotional Speech Recognition[In Chinese] Nov 1, 2017 speech-recognition Speech Recognition
— Unverified Unsupervised Method for Improving Arabic Speech Recognition Systems Nov 1, 2017 Arabic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Parallel Recurrent Neural Network for Language Modeling with POS Tags Nov 1, 2017 Automatic Speech Recognition (ASR) Clustering
— Unverified Attentive Language Models Nov 1, 2017 Image Captioning Machine Translation
— Unverified Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks Nov 1, 2017 Automatic Speech Recognition (ASR) Natural Language Understanding
— Unverified Can Discourse Relations be Identified Incrementally? Nov 1, 2017 Discourse Parsing Language Modeling
— Unverified Improving Black-box Speech Recognition using Semantic Parsing Nov 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Learning neural trans-dimensional random field language models with noise-contrastive estimation Oct 30, 2017 parameter estimation speech-recognition
— Unverified Deep word embeddings for visual speech recognition Oct 30, 2017 Lipreading speech-recognition
Code Code Available Sequence-to-Sequence ASR Optimization via Reinforcement Learning Oct 30, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Supervised STDP-based Training Algorithm for Living Neural Networks Oct 30, 2017 BIG-bench Machine Learning Drug Discovery
— Unverified Attention-Based Models for Text-Dependent Speaker Verification Oct 28, 2017 Image Captioning Machine Translation
Code Code Available A Study of All-Convolutional Encoders for Connectionist Temporal Classification Oct 28, 2017 All Automatic Speech Recognition
— Unverified BridgeNets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and its Application to Distant Speech Recognition Oct 27, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Rotational Unit of Memory Oct 26, 2017 Language Modeling Language Modelling
Code Code Available The implementation of a Deep Recurrent Neural Network Language Model on a Xilinx FPGA Oct 26, 2017 CPU Language Modeling
Code Code Available Deep Neural Networks Oct 25, 2017 image-classification Image Classification
— Unverified Trace norm regularization and faster inference for embedded speech recognition RNNs Oct 25, 2017 speech-recognition Speech Recognition
Code Code Available Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets Oct 23, 2017 Benchmarking BIG-bench Machine Learning
Code Code Available Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System Oct 19, 2017 Sentence speech-recognition
— Unverified Combining Multiple Views for Visual Speech Recognition Oct 19, 2017 Sentence speech-recognition
— Unverified Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting Oct 18, 2017 Keyword Spotting speech-recognition
Code Code Available Embedding-Based Speaker Adaptive Training of Deep Neural Networks Oct 17, 2017 speech-recognition Speech Recognition
— Unverified Adapting general-purpose speech recognition engine output for domain-specific natural language question answering Oct 12, 2017 Question Answering Sentence
— Unverified Convolutional Attention-based Seq2Seq Neural Network for End-to-End ASR Oct 12, 2017 speech-recognition Speech Recognition
— Unverified Contaminated speech training methods for robust DNN-HMM distant speech recognition Oct 10, 2017 Distant Speech Recognition Speech Enhancement
Code Code Available Keynote: Small Neural Nets Are Beautiful: Enabling Embedded Systems with Small Deep-Neural-Network Architectures Oct 7, 2017 speech-recognition Speech Recognition
— Unverified The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments Oct 6, 2017 Articles Distant Speech Recognition
Code Code Available Syntactic and Semantic Features For Code-Switching Factored Language Models Oct 4, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Resolution limits on visual speech recognition Oct 3, 2017 Lip Reading speech-recognition
— Unverified Which phoneme-to-viseme maps best improve visual-only computer lip-reading? Oct 3, 2017 Lip Reading speech-recognition
— Unverified Visual speech recognition: aligning terminologies for better understanding Oct 3, 2017 Lipreading speech-recognition
— Unverified 