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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Logit Mixing Training for More Reliable and Accurate Prediction IJCAI 2022
Low-Resource NER by Data Augmentation With Prompting IJCAI 2022
Articulatory Synthesis for Data Augmentation in Phoneme Recognition INTERSPEECH 2022
End-to-end speech recognition modeling from de-identified data INTERSPEECH 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text INTERSPEECH 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech INTERSPEECH 2022
Data Augmentation for Low-Resource Quechua ASR Improvement INTERSPEECH 2022
Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees INTERSPEECH 2022
UNet-DenseNet for Robust Far-Field Speaker Verification 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
Combining Simple but Novel Data Augmentation Methods for Improving Conformer ASR INTERSPEECH 2022
SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy INTERSPEECH 2022
End-to-end Mispronunciation Detection with Simulated Error Distance INTERSPEECH 2022
Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection INTERSPEECH 2022
Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis INTERSPEECH 2022
L2-GEN: A Neural Phoneme Paraphrasing Approach to L2 Speech Synthesis for Mispronunciation Diagnosis INTERSPEECH 2022
Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation INTERSPEECH 2022
OpenASR21: The Second Open Challenge for Automatic Speech Recognition of Low-Resource Languages INTERSPEECH 2022
Automatic Speaker Verification System for Dysarthria Patients INTERSPEECH 2022
Using Data Augmentation and Consistency Regularization to Improve Semi-supervised Speech Recognition INTERSPEECH 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation INTERSPEECH 2022
Extracting Targeted Training Data from ASR Models, and How to Mitigate It INTERSPEECH 2022
WeSinger: Data-augmented Singing Voice Synthesis with Auxiliary Losses INTERSPEECH 2022