Data Augmentation

Understanding Back-Translation at Scale EMNLP 2018 User-centric Evaluation of Automatic Punctuation in ASR Closed Captioning Interspeech 2018 UTFPR at IEST 2018: Exploring Character-to-Word Composition for Emotion Analysis EMNLP 2018 Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification Interspeech 2018 Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks CVPR 2018 A Bayesian Data Augmentation Approach for Learning Deep Models NeurIPS 2017 Adaptive Sampling Scheme for Learning in Severely Imbalanced Large Scale Data ACML 2017 A Data-Driven Approach for Perceptually Validated Acoustic Features for Children’s Sibilant Fricative Productions Interspeech 2017 AGA: Attribute-Guided Augmentation CVPR 2017 An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering IJCNLP 2017 Argotario: Computational Argumentation Meets Serious Games EMNLP 2017 Automatically augmenting an emotion dataset improves classification using audio EACL 2017 Automatic Evaluation of Children Reading Aloud on Sentences and Pseudowords Interspeech 2017 Automatic Scoring of Shadowing Speech Based on DNN Posteriors and Their DTW Interspeech 2017 Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification IJCNLP 2017 Colorization as a Proxy Task for Visual Understanding CVPR 2017 Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017 Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion Interspeech 2017 Data Augmentation for Low-Resource Neural Machine Translation ACL 2017 Data Augmentation, Missing Feature Mask and Kernel Classification for Through-the-Wall Acoustic Surveillance Interspeech 2017 Developing an Embosi (Bantu C25) Speech Variant Dictionary to Model Vowel Elision and Morpheme Deletion Interspeech 2017 Dominant Distortion Classification for Pre-Processing of Vowels in Remote Biomedical Voice Analysis Interspeech 2017 End-to-End Acoustic Feedback in Language Learning for Correcting Devoiced French Final-Fricatives Interspeech 2017 Exploring Fusion Methods and Feature Space for the Classification of Paralinguistic Information Interspeech 2017 Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data EMNLP 2017