Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model Dec 5, 2017 speech-recognition Speech Recognition
— Unverified NEURAghe: Exploiting CPU-FPGA Synergies for Efficient and Flexible CNN Inference Acceleration on Zynq SoCs Dec 4, 2017 CPU speech-recognition
— Unverified Visual Features for Context-Aware Speech Recognition Dec 1, 2017 Language Modeling Language Modelling
— Unverified Improving End-to-End Memory Networks with Unified Weight Tying Dec 1, 2017 Image Classification Speech Recognition
— Unverified Phonemic Transcription of Low-Resource Tonal Languages Dec 1, 2017 Acoustic Modelling Language Modeling
Code Code Available Deep Learning Scaling is Predictable, Empirically Dec 1, 2017 Deep Learning Language Modeling
— Unverified Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples Dec 1, 2017 General Classification Pose Estimation
— Unverified Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features Nov 28, 2017 Action Recognition Activity Recognition
Code Code Available Exploiting Nontrivial Connectivity for Automatic Speech Recognition Nov 28, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Language Bootstrapping: Learning Word Meanings From Perception-Action Association Nov 27, 2017 Language Acquisition speech-recognition
Code Code Available A Deep Relevance Matching Model for Ad-hoc Retrieval Nov 23, 2017 Ad-Hoc Information Retrieval Paraphrase Identification
Code Code Available Deep Long Short-Term Memory Adaptive Beamforming Networks For Multichannel Robust Speech Recognition Nov 21, 2017 Robust Speech Recognition speech-recognition
— Unverified 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 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 Lattice Rescoring Strategies for Long Short Term Memory Language Models in Speech Recognition 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 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 Towards Language-Universal End-to-End Speech Recognition Nov 6, 2017 Multi-Task Learning speech-recognition
— 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 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 Using Teacher-Student Model For Emotional Speech Recognition[In Chinese] Nov 1, 2017 speech-recognition Speech Recognition
— Unverified Attentive Language Models Nov 1, 2017 Image Captioning Machine Translation
— Unverified Improving Black-box Speech Recognition using Semantic Parsing Nov 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Can Discourse Relations be Identified Incrementally? Nov 1, 2017 Discourse Parsing Language Modeling
— 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 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 Sequence-to-Sequence ASR Optimization via Reinforcement Learning Oct 30, 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 A Supervised STDP-based Training Algorithm for Living Neural Networks Oct 30, 2017 BIG-bench Machine Learning Drug Discovery
— Unverified Deep word embeddings for visual speech recognition Oct 30, 2017 Lipreading speech-recognition
Code Code Available 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 The implementation of a Deep Recurrent Neural Network Language Model on a Xilinx FPGA Oct 26, 2017 CPU Language Modeling
Code Code Available Rotational Unit of Memory Oct 26, 2017 Language Modeling Language Modelling
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 