On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition Feb 5, 2019 Decoder Language Modeling
Code Code Available Using multi-task learning to improve the performance of acoustic-to-word and conventional hybrid models Feb 2, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM Jan 30, 2019 Language Modeling Language Modelling
— Unverified Harnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognition Jan 29, 2019 speech-recognition Speech Recognition
Code Code Available A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition Jan 27, 2019 General Classification Noisy Speech Recognition
— Unverified Weighted-Sampling Audio Adversarial Example Attack Jan 26, 2019 Adversarial Attack Automatic Speech Recognition
— Unverified Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm Jan 26, 2019 Classification Dynamic Time Warping
— Unverified Progressive Label Distillation: Learning Input-Efficient Deep Neural Networks Jan 26, 2019 Knowledge Distillation speech-recognition
— Unverified Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition Jan 22, 2019 Classification Decoder
Code Code Available Overfitting Mechanism and Avoidance in Deep Neural Networks Jan 19, 2019 General Classification Object Recognition
— Unverified Predicting Performance using Approximate State Space Model for Liquid State Machines Jan 18, 2019 speech-recognition Speech Recognition
— Unverified A Survey of the Recent Architectures of Deep Convolutional Neural Networks Jan 17, 2019 image-classification Image Classification
— Unverified Bonseyes AI Pipeline -- bringing AI to you. End-to-end integration of data, algorithms and deployment tools Jan 15, 2019 Automatic Speech Recognition (ASR) image-classification
— Unverified Phoneme-Based Persian Speech Recognition Jan 15, 2019 speech-recognition Speech Recognition
— Unverified FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network Jan 8, 2019 Action Classification Language Modelling
— Unverified Deep Neural Network Approximation Theory Jan 8, 2019 Handwritten Digit Recognition Image Classification
— Unverified Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning Jan 5, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speaker Adaptation for End-to-End CTC Models Jan 4, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available Deep Speech Enhancement for Reverberated and Noisy Signals using Wide Residual Networks Jan 3, 2019 Speech Enhancement speech-recognition
— Unverified A Deep Learning Approach for Similar Languages, Varieties and Dialects Jan 2, 2019 Deep Learning Dialect Identification
— Unverified Exploring spectro-temporal features in end-to-end convolutional neural networks Jan 1, 2019 speech-recognition Speech Recognition
Code Code Available Improving the Interpretability of Deep Neural Networks with Knowledge Distillation Dec 28, 2018 Ethics Knowledge Distillation
— Unverified Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize Dec 27, 2018 Knowledge Graphs Management
— Unverified Noise Flooding for Detecting Audio Adversarial Examples Against Automatic Speech Recognition Dec 25, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Privacy-Preserving Collaborative Deep Learning with Unreliable Participants Dec 25, 2018 Deep Learning image-classification
— Unverified Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching Dec 23, 2018 Language Modeling Language Modelling
— Unverified Pansori: ASR Corpus Generation from Open Online Video Contents Dec 23, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available An Empirical Analysis of Deep Audio-Visual Models for Speech Recognition Dec 21, 2018 Lip Reading Sensitivity
— Unverified A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Dec 20, 2018 Meta Reinforcement Learning Natural Language Understanding
— Unverified SQuantizer: Simultaneous Learning for Both Sparse and Low-precision Neural Networks Dec 20, 2018 Machine Translation Neural Architecture Search
— Unverified Streaming Voice Query Recognition using Causal Convolutional Recurrent Neural Networks Dec 19, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks Dec 19, 2018 Machine Translation speech-recognition
— Unverified wav2letter++: The Fastest Open-source Speech Recognition System Dec 18, 2018 Speech Recognition
Code Code Available Multiple topic identification in human/human conversations Dec 18, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The Recognition Of Persian Phonemes Using PPNet Dec 17, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Dec 17, 2018 General Classification Meta Reinforcement Learning
— Unverified Fully Convolutional Speech Recognition Dec 17, 2018 Language Modeling Language Modelling
— Unverified Speech and Speaker Recognition from Raw Waveform with SincNet Dec 13, 2018 Inductive Bias Speaker Recognition
Code Code Available Impact of Data Normalization on Deep Neural Network for Time Series Forecasting Dec 13, 2018 image-classification Image Classification
— Unverified E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs Dec 12, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Scalable language model adaptation for spoken dialogue systems Dec 11, 2018 Language Modeling Language Modelling
— Unverified To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition Dec 9, 2018 Multi-Task Learning Speaker Recognition
— Unverified The USTC-NEL Speech Translation system at IWSLT 2018 Dec 6, 2018 Machine Translation speech-recognition
— Unverified End-to-end contextual speech recognition using class language models and a token passing decoder Dec 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Auto-tuning TensorFlow Threading Model for CPU Backend Dec 4, 2018 Benchmarking CPU
— Unverified 使用長短期記憶類神經網路建構中文語音辨識器之研究 (A Study on Mandarin Speech Recognition using Long Short- Term Memory Neural Network) Dec 1, 2018 speech-recognition Speech Recognition
— Unverified 結合鑑別式訓練與模型合併於半監督式語音辨識之研究 (Leveraging Discriminative Training and Model Combination for Semi-supervised Speech Recognition) Dec 1, 2018 speech-recognition Speech Recognition
— Unverified Development of Natural Language Processing Tools for Cook Islands M\=aori Dec 1, 2018 Machine Translation Part-Of-Speech Tagging
— Unverified Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices Dec 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 