Data Augmentation

An Open Source Emotional Speech Corpus for Human Robot Interaction Applications Interspeech 2018 A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018 A Study of Enhancement, Augmentation and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition Interspeech 2018 Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring ACL 2018 Automatic Miscue Detection Using RNN Based Models with Data Augmentation Interspeech 2018 Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018 Between-Class Learning for Image Classification CVPR 2018 Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018 Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs EMNLP 2018 Burst Denoising With Kernel Prediction Networks CVPR 2018 CAS: French Corpus with Clinical Cases EMNLP 2018 CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection ACML 2018 Comparison of Syllabification Algorithms and Training Strategies for Robust Word Count Estimation across Different Languages and Recording Conditions Interspeech 2018 Content Extraction and Lexical Analysis from Customer-Agent Interactions EMNLP 2018 Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations NAACL 2018 Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language COLING 2018 Counterexample-Guided Data Augmentation IJCAI 2018 Creating a WhatsApp Dataset to Study Pre-teen Cyberbullying EMNLP 2018 Data Augmentation for Neural Online Chats Response Selection EMNLP 2018 Data Augmentation Improves Recognition of Foreign Accented Speech Interspeech 2018 Data Augmentation Using Healthy Speech for Dysarthric Speech Recognition Interspeech 2018 Data Augmentation via Dependency Tree Morphing for Low-Resource Languages EMNLP 2018 Data Distillation: Towards Omni-Supervised Learning CVPR 2018 Data Independent Sequence Augmentation Method for Acoustic Scene Classification Interspeech 2018 Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data Interspeech 2018