VideoBERT: A Joint Model for Video and Language Representation Learning Apr 3, 2019 Action Classification General Classification
Code Code Available Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others Apr 2, 2019 All Alzheimer's Disease Detection
— Unverified End-to-End Visual Speech Recognition for Small-Scale Datasets Apr 2, 2019 General Classification speech-recognition
— Unverified Unsupervised training of neural mask-based beamforming Apr 2, 2019 speech-recognition Speech Recognition
— Unverified Learning Shared Encoding Representation for End-to-End Speech Recognition Models Mar 31, 2019 Deep Attention General Classification
— Unverified Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition Mar 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues Mar 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Wasserstein Dependency Measure for Representation Learning Mar 28, 2019 Object Recognition reinforcement-learning
— Unverified Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition Mar 27, 2019 Decoder Language Modeling
— Unverified Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition Mar 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition Mar 22, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Mar 18, 2019 Decoder Handwritten Text Recognition
Code Code Available Audio De-identification: A New Entity Recognition Task Mar 17, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Automatic assessment of spoken language proficiency of non-native children Mar 15, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audiovisual Speaker Tracking using Nonlinear Dynamical Systems with Dynamic Stream Weights Mar 14, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available End-To-End Speech Recognition Using A High Rank LSTM-CTC Based Model Mar 12, 2019 Data Augmentation speech-recognition
Code Code Available Bootstrapping Method for Developing Part-of-Speech Tagged Corpus in Low Resource Languages Tagset - A Focus on an African Igbo Mar 12, 2019 Machine Translation POS
— Unverified Accelerating Minibatch Stochastic Gradient Descent using Typicality Sampling Mar 11, 2019 Reinforcement Learning Reinforcement Learning (RL)
— Unverified Singing voice conversion with non-parallel data Mar 11, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Bridging the Gap Between Monaural Speech Enhancement and Recognition with Distortion-Independent Acoustic Modeling Mar 11, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The Virtual Doctor: An Interactive Artificial Intelligence based on Deep Learning for Non-Invasive Prediction of Diabetes Mar 9, 2019 Prognosis speech-recognition
— Unverified Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models Mar 7, 2019 Active Learning speech-recognition
— Unverified Speech Recognition with no speech or with noisy speech Mar 2, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos Mar 1, 2019 speech-recognition Speech Recognition
Code Code Available Context-aware Neural-based Dialog Act Classification on Automatically Generated Transcriptions Feb 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Incorporating End-to-End Speech Recognition Models for Sentiment Analysis Feb 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified All-neural online source separation, counting, and diarization for meeting analysis Feb 21, 2019 All Automatic Speech Recognition
— Unverified The NIGENS General Sound Events Database Feb 21, 2019 Event Detection Sound Event Detection
— Unverified Learning with Inadequate and Incorrect Supervision Feb 20, 2019 image-classification Image Classification
— Unverified Audio-Linguistic Embeddings for Spoken Sentences Feb 20, 2019 Decoder Emotion Recognition
Code Code Available A spelling correction model for end-to-end speech recognition Feb 19, 2019 Language Modeling Language Modelling
— Unverified Learned In Speech Recognition: Contextual Acoustic Word Embeddings Feb 18, 2019 Sentence speech-recognition
— Unverified Self-Attention Aligner: A Latency-Control End-to-End Model for ASR Using Self-Attention Network and Chunk-Hopping Feb 18, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization Feb 13, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards a Robust Deep Neural Network in Texts: A Survey Feb 12, 2019 General Classification image-classification
— Unverified Deep learning and face recognition: the state of the art Feb 10, 2019 Deep Learning Face Recognition
— Unverified End-to-end Anchored Speech Recognition Feb 6, 2019 Decoder Multi-Task Learning
— Unverified 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 Progressive Label Distillation: Learning Input-Efficient Deep Neural Networks Jan 26, 2019 Knowledge Distillation speech-recognition
— Unverified Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm Jan 26, 2019 Classification Dynamic Time Warping
— Unverified Weighted-Sampling Audio Adversarial Example Attack Jan 26, 2019 Adversarial Attack Automatic 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 Phoneme-Based Persian Speech Recognition Jan 15, 2019 speech-recognition Speech Recognition
— Unverified 