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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

UNet-DenseNet for Robust Far-Field Speaker Verification INTERSPEECH 2022
Mixup regularization strategies for spoofing countermeasure system INTERSPEECH 2022
pMCT: Patched Multi-Condition Training for Robust Speech Recognition INTERSPEECH 2022
DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition INTERSPEECH 2022
CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition INTERSPEECH 2022
Novel Augmentation Schemes for Device Robust Acoustic Scene Classification INTERSPEECH 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
WeSinger: Data-augmented Singing Voice Synthesis with Auxiliary Losses INTERSPEECH 2022
SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy INTERSPEECH 2022
Normalization of code-switched text for speech synthesis INTERSPEECH 2022
Synthesizing Near Native-accented Speech for a Non-native Speaker by Imitating the Pronunciation and Prosody of a Native Speaker INTERSPEECH 2022
End-to-end Mispronunciation Detection with Simulated Error Distance INTERSPEECH 2022
The THUEE System Description for the IARPA OpenASR21 Challenge INTERSPEECH 2022
External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge INTERSPEECH 2022
Combining Simple but Novel Data Augmentation Methods for Improving Conformer ASR INTERSPEECH 2022
Using Data Augmentation and Consistency Regularization to Improve Semi-supervised Speech Recognition INTERSPEECH 2022
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR INTERSPEECH 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation INTERSPEECH 2022
Improving Data Driven Inverse Text Normalization using Data Augmentation and Machine Translation INTERSPEECH 2022
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022
Deepchecks: A Library for Testing and Validating Machine Learning Models and Data JMLR 2022
On Mixup Regularization JMLR 2022
Data-Augmented Contact Model for Rigid Body Simulation L4DC 2022
Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022