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Data Augmentation

3,720 papers

Papers per year

7
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562
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Papers

Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition INTERSPEECH 2019
The Contribution of Lip Protrusion to Anglo-English /r/: Evidence from Hyper- and Non-Hyperarticulated Speech INTERSPEECH 2019
Audio Tagging with Compact Feedforward Sequential Memory Network and Audio-to-Audio Ratio Based Data Augmentation INTERSPEECH 2019
Code-Switching Sentence Generation by Bert and Generative Adversarial Networks INTERSPEECH 2019
A Robust Framework for Acoustic Scene Classification INTERSPEECH 2019
An End-to-End Audio Classification System Based on Raw Waveforms and Mix-Training Strategy INTERSPEECH 2019
Linguistically Motivated Parallel Data Augmentation for Code-Switch Language Modeling INTERSPEECH 2019
Advancing Sequence-to-Sequence Based Speech Recognition INTERSPEECH 2019
Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation INTERSPEECH 2019
End-to-End Speaker Identification in Noisy and Reverberant Environments Using Raw Waveform Convolutional Neural Networks INTERSPEECH 2019
Mixup Learning Strategies for Text-Independent Speaker Verification INTERSPEECH 2019
Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation INTERSPEECH 2019
DataWig: Missing Value Imputation for Tables JMLR 2019
Image Synthesis with a Convolutional Capsule Generative Adversarial Network MIDL 2019
Generative Image Translation for Data Augmentation of Bone Lesion Pathology MIDL 2019
DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation MIDL 2019
MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty MIDL 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation MIDL 2019
Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification NAACL 2019
A Study of Incorrect Paraphrases in Crowdsourced User Utterances NAACL 2019
Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019
Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network NAACL 2019
Improving Robustness of Machine Translation with Synthetic Noise NAACL 2019