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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

Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis INTERSPEECH 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection INTERSPEECH 2022
RCT: Random consistency training for semi-supervised sound event detection INTERSPEECH 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation INTERSPEECH 2022
Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022
How Tempering Fixes Data Augmentation in Bayesian Neural Networks ICML 2022
Lie Point Symmetry Data Augmentation for Neural PDE Solvers ICML 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022
Data Augmentation as Feature Manipulation ICML 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset IJCNLP 2022
SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia IJCNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing IJCNLP 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature IJCNLP 2022
A Multimodal Strategy for Singing Language Identification INTERSPEECH 2022
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning INTERSPEECH 2022
Deep Learning Approaches for Detecting Alzheimer’s Dementia from Conversational Speech of ILSE Study INTERSPEECH 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting INTERSPEECH 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022
Rethinking Data Augmentation in Text-to-text Paradigm COLING 2022
Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference COLING 2022