Data Augmentation

Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home Interspeech 2017 Generative Adversarial Network-Based Glottal Waveform Model for Statistical Parametric Speech Synthesis Interspeech 2017 Ideal Ratio Mask Estimation Using Deep Neural Networks for Monaural Speech Segregation in Noisy Reverberant Conditions Interspeech 2017 Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning JMLR 2017 Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels IJCNLP 2017 Improving Speech Recognizers by Refining Broadcast Data with Inaccurate Subtitle Timestamps Interspeech 2017 It Sounds Like You Have a Cold! Testing Voice Features for the Interspeech 2017 Computational Paralinguistics Cold Challenge Interspeech 2017 Learning to Compose Domain-Specific Transformations for Data Augmentation NeurIPS 2017 Light Field Reconstruction Using Deep Convolutional Network on EPI CVPR 2017 Occupancy Detection in Commercial and Residential Environments Using Audio Signal Interspeech 2017 Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks CVPR 2017 Procedural Generation of Videos to Train Deep Action Recognition Networks CVPR 2017 Refinery: An Open Source Topic Modeling Web Platform JMLR 2017 Synthesizing Training Data for Object Detection in Indoor Scenes RSS 2017 TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages SemEval 2017 TextImager as a Generic Interface to R EACL 2017 The Impact of Typicality for Informative Representative Selection CVPR 2017 Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating Active Learning in the Real World Interspeech 2017 Training Context-Dependent DNN Acoustic Models Using Probabilistic Sampling Interspeech 2017 Training Object Class Detectors With Click Supervision CVPR 2017 Tutorial: Making Better Use of the Crowd ACL 2017 Using Explicit Discourse Connectives in Translation for Implicit Discourse Relation Classification IJCNLP 2017 UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation SemEval 2017 Virtual Adversarial Training and Data Augmentation for Acoustic Event Detection with Gated Recurrent Neural Networks Interspeech 2017 WAT-SL: A Customizable Web Annotation Tool for Segment Labeling EACL 2017