Scalable Factorized Hierarchical Variational Autoencoder Training Apr 9, 2018 Disentanglement Hyperparameter Optimization
Code Code Available Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator Apr 1, 2018 Information Retrieval Q-Learning
— Unverified ESPnet: End-to-End Speech Processing Toolkit Mar 30, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Unsupervised Automatic Speech Recognition Trained by Unaligned Speech and Text only Mar 29, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines Mar 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Machine Speech Chain with One-shot Speaker Adaptation Mar 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline Mar 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Modal Data Augmentation for End-to-End ASR Mar 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Comprehending Real Numbers: Development of Bengali Real Number Speech Corpus Mar 27, 2018 speech-recognition Speech Recognition
— Unverified A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation Mar 27, 2018 Domain Adaptation Generative Adversarial Network
— Unverified Student-Teacher Learning for BLSTM Mask-based Speech Enhancement Mar 27, 2018 Speech Enhancement speech-recognition
— Unverified Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition Mar 27, 2018 Robust Speech Recognition Speech Dereverberation
Code Code Available Clipping free attacks against artificial neural networks Mar 26, 2018 Malware Detection speech-recognition
— Unverified Long short-term memory and learning-to-learn in networks of spiking neurons Mar 26, 2018 Reinforcement Learning Sequential Image Classification
Code Code Available Spectral feature mapping with mimic loss for robust speech recognition Mar 26, 2018 Robust Speech Recognition Speech Enhancement
— Unverified Light Gated Recurrent Units for Speech Recognition Mar 26, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Low-Resource Speech-to-Text Translation Mar 24, 2018 Decoder Machine Translation
— Unverified Multilingual bottleneck features for subword modeling in zero-resource languages Mar 23, 2018 speech-recognition Speech Recognition
Code Code Available Exploring the robustness of features and enhancement on speech recognition systems in highly-reverberant real environments Mar 23, 2018 speech-recognition Speech Recognition
— Unverified Highly-Reverberant Real Environment database: HRRE Mar 23, 2018 speech-recognition Speech Recognition
— Unverified Acoustic feature learning using cross-domain articulatory measurements Mar 19, 2018 speech-recognition Speech Recognition
— Unverified Speech to text and text to speech recognition systems-Areview Mar 17, 2018 speech-recognition Speech Recognition
— Unverified TBD: Benchmarking and Analyzing Deep Neural Network Training Mar 16, 2018 Benchmarking General Classification
— Unverified Advancing Connectionist Temporal Classification With Attention Modeling Mar 15, 2018 Classification General Classification
— Unverified Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion Mar 13, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified From Nodes to Networks: Evolving Recurrent Neural Networks Mar 12, 2018 Language Modeling Language Modelling
— Unverified Speech Recognition: Keyword Spotting Through Image Recognition Mar 10, 2018 image-classification Image Classification
— Unverified Extracting Domain Invariant Features by Unsupervised Learning for Robust Automatic Speech Recognition Mar 7, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep-FSMN for Large Vocabulary Continuous Speech Recognition Mar 4, 2018 Language Modeling Language Modelling
Code Code Available The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Mar 3, 2018 Deep Learning Deep Reinforcement Learning
— Unverified On Modular Training of Neural Acoustics-to-Word Model for LVCSR Mar 3, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Network Methods for Natural Language Processing by Yoav Goldberg Mar 1, 2018 Speech Recognition
— Unverified Challenges in Speech Recognition and Translation of High-Value Low-Density Polysynthetic Languages Mar 1, 2018 Automatic Speech Recognition (ASR) Machine Translation
— Unverified Portable Speech-to-Speech Translation on an Android Smartphone: The MFLTS System Mar 1, 2018 Speech Recognition Speech-to-Speech Translation
— Unverified On the Derivational Entropy of Left-to-Right Probabilistic Finite-State Automata and Hidden Markov Models Mar 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating Automatic Speech Recognition in Translation Mar 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Feed-forward Sequential Memory Networks for Speech Synthesis Feb 26, 2018 speech-recognition Speech Recognition
— Unverified Automatic Speech Recognition and Topic Identification for Almost-Zero-Resource Languages Feb 23, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified High Order Recurrent Neural Networks for Acoustic Modelling Feb 22, 2018 Acoustic Modelling speech-recognition
— Unverified Neural Predictive Coding using Convolutional Neural Networks towards Unsupervised Learning of Speaker Characteristics Feb 22, 2018 Speaker Identification Speaker Recognition
— Unverified Sequence-based Multi-lingual Low Resource Speech Recognition Feb 21, 2018 speech-recognition Speech Recognition
— Unverified Distilling Knowledge Using Parallel Data for Far-field Speech Recognition Feb 20, 2018 speech-recognition Speech Recognition
— Unverified End-to-end Audiovisual Speech Recognition Feb 18, 2018 Lipreading speech-recognition
Code Code Available Visual-Only Recognition of Normal, Whispered and Silent Speech Feb 18, 2018 Silent Speech Recognition speech-recognition
— Unverified Improved TDNNs using Deep Kernels and Frequency Dependent Grid-RNNs Feb 18, 2018 speech-recognition Speech Recognition
— Unverified Articulatory information and Multiview Features for Large Vocabulary Continuous Speech Recognition Feb 16, 2018 speech-recognition Speech Recognition
— Unverified Interpreting DNN output layer activations: A strategy to cope with unseen data in speech recognition Feb 16, 2018 speech-recognition Speech Recognition
— Unverified Deep Learning for Lip Reading using Audio-Visual Information for Urdu Language Feb 15, 2018 Lip Reading speech-recognition
— Unverified Tools and resources for Romanian text-to-speech and speech-to-text applications Feb 15, 2018 speech-recognition Speech Recognition
Code Code Available From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in the Style of Alpha(Go) Zero Feb 14, 2018 Decision Making Deep Reinforcement Learning
Code Code Available 