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Data Augmentation

3,720 papers

Papers per year

7
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562
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Papers

Data augmentation for low-resource grapheme-to-phoneme mapping IJCNLP 2021
BME Submission for SIGMORPHON 2021 Shared Task 0. A Three Step Training Approach with Data Augmentation for Morphological Inflection IJCNLP 2021
Zero-pronoun Data Augmentation for Japanese-to-English Translation IJCNLP 2021
Improved English to Hindi Multimodal Neural Machine Translation IJCNLP 2021
IITP-MT at WAT2021: Indic-English Multilingual Neural Machine Translation using Romanized Vocabulary IJCNLP 2021
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format IJCNLP 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes IJCNLP 2021
Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods INTERSPEECH 2021
Funnel Deep Complex U-Net for Phase-Aware Speech Enhancement INTERSPEECH 2021
User-Initiated Repetition-Based Recovery in Multi-Utterance Dialogue Systems INTERSPEECH 2021
Data Augmentation Methods for End-to-End Speech Recognition on Distant-Talk Scenarios INTERSPEECH 2021
Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition INTERSPEECH 2021
Noisy Student-Teacher Training for Robust Keyword Spotting INTERSPEECH 2021
Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021 INTERSPEECH 2021
Visual Transformers for Primates Classification and Covid Detection INTERSPEECH 2021
Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment INTERSPEECH 2021
SpecMix : A Mixed Sample Data Augmentation Method for Training with Time-Frequency Domain Features INTERSPEECH 2021
SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification INTERSPEECH 2021
An Evaluation of Data Augmentation Methods for Sound Scene Geotagging INTERSPEECH 2021
Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based Augmentation INTERSPEECH 2021
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation INTERSPEECH 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition INTERSPEECH 2021
PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge INTERSPEECH 2021
Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features INTERSPEECH 2021
Classification of COVID-19 from Cough Using Autoregressive Predictive Coding Pretraining and Spectral Data Augmentation INTERSPEECH 2021