Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR Jun 27, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Contextual Language Model Adaptation for Conversational Agents Jun 26, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Reinforcement Learning: An Overview Jun 23, 2018 BIG-bench Machine Learning Deep Learning
— Unverified Evaluating Gammatone Frequency Cepstral Coefficients with Neural Networks for Emotion Recognition from Speech Jun 23, 2018 Classification Emotion Recognition
Code Code Available Persistent Hidden States and Nonlinear Transformation for Long Short-Term Memory Jun 22, 2018 Machine Translation speech-recognition
— Unverified Towards Automated Single Channel Source Separation using Neural Networks Jun 21, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Jun 20, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Recommending Scientific Videos based on Metadata Enrichment using Linked Open Data Jun 19, 2018 Optical Character Recognition Optical Character Recognition (OCR)
— Unverified Recurrent DNNs and its Ensembles on the TIMIT Phone Recognition Task Jun 19, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available End-to-End Speech Recognition From the Raw Waveform Jun 19, 2018 speech-recognition Speech Recognition
Code Code Available A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task Jun 19, 2018 speech-recognition Speech Recognition
Code Code Available Speaker Adapted Beamforming for Multi-Channel Automatic Speech Recognition Jun 19, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Semi-tied Units for Efficient Gating in LSTM and Highway Networks Jun 18, 2018 speech-recognition Speech Recognition
— Unverified Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin Jun 17, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition Jun 16, 2018 speech-recognition Speech Recognition
— Unverified RAPIDNN: In-Memory Deep Neural Network Acceleration Framework Jun 15, 2018 Clustering speech-recognition
— Unverified Deep Lip Reading: a comparison of models and an online application Jun 15, 2018 Language Modeling Language Modelling
— Unverified Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems Jun 14, 2018 speech-recognition Speech Recognition
— Unverified Unsupervised Adaptation with Interpretable Disentangled Representations for Distant Conversational Speech Recognition Jun 13, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Study of Enhancement, Augmentation, and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition Jun 13, 2018 Data Augmentation Distant Speech Recognition
— Unverified Quaternion Recurrent Neural Networks Jun 12, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages Jun 12, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Domain Adversarial Training for Accented Speech Recognition Jun 7, 2018 Accented Speech Recognition Multi-Task Learning
— Unverified Training Augmentation with Adversarial Examples for Robust Speech Recognition Jun 7, 2018 Data Augmentation Robust Speech Recognition
— Unverified LSTM Benchmarks for Deep Learning Frameworks Jun 5, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available An Explainable Adversarial Robustness Metric for Deep Learning Neural Networks Jun 5, 2018 Adversarial Attack Adversarial Robustness
— Unverified Making Convolutional Networks Recurrent for Visual Sequence Learning Jun 1, 2018 Action Recognition Face Alignment
— Unverified Dialog Generation Using Multi-Turn Reasoning Neural Networks Jun 1, 2018 Constituency Parsing Image Captioning
— Unverified Binarized LSTM Language Model Jun 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified From dictations to clinical reports using machine translation Jun 1, 2018 Machine Translation Punctuation Restoration
— Unverified SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment Jun 1, 2018 Speech Recognition
— Unverified Practical Application of Domain Dependent Confidence Measurement for Spoken Language Understanding Systems Jun 1, 2018 Automatic Speech Recognition (ASR) Feature Engineering
— Unverified Role-specific Language Models for Processing Recorded Neuropsychological Exams Jun 1, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Efficient Sequence Learning with Group Recurrent Networks Jun 1, 2018 GPU Language Modeling
— Unverified Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models Jun 1, 2018 Domain Adaptation Machine Translation
— Unverified An automated medical scribe for documenting clinical encounters Jun 1, 2018 speaker-diarization Speaker Diarization
— Unverified Generative Bridging Network for Neural Sequence Prediction Jun 1, 2018 Abstractive Text Summarization Image Captioning
— Unverified Atypical Inputs in Educational Applications Jun 1, 2018 Speech Recognition
— Unverified End-to-end named entity extraction from speech May 30, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio May 30, 2018 Adversarial Attack Audio Compression
— Unverified Grow and Prune Compact, Fast, and Accurate LSTMs May 30, 2018 Image Captioning speech-recognition
— Unverified Towards Lipreading Sentences with Active Appearance Models May 29, 2018 Audio-Visual Speech Recognition Lipreading
— Unverified Multimodal Speaker Segmentation and Diarization using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks May 28, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Universality of Deep Convolutional Neural Networks May 28, 2018 Learning Theory Open-Ended Question Answering
— Unverified Accelerating CNN inference on FPGAs: A Survey May 26, 2018 Diversity image-classification
— Unverified Automatic context window composition for distant speech recognition May 26, 2018 Distant Speech Recognition speech-recognition
— Unverified Geometric Understanding of Deep Learning May 26, 2018 Deep Learning Machine Translation
— Unverified Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces May 25, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq May 25, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Task-dependent modulation of the visual sensory thalamus assists visual-speech recognition May 24, 2018 Face Identification speech-recognition
— Unverified 