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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020
Robustness to Programmable String Transformations via Augmented Abstract Training ICML 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout IJCAI 2020
Potential Driven Reinforcement Learning for Hard Exploration Tasks IJCAI 2020
Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer IJCAI 2020
Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation IJCAI 2020
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition INTERSPEECH 2020
The NTNU System at the Interspeech 2020 Non-Native Children’s Speech ASR Challenge INTERSPEECH 2020
Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children’s Speech INTERSPEECH 2020
UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech INTERSPEECH 2020
Augmenting Generative Adversarial Networks for Speech Emotion Recognition INTERSPEECH 2020
Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection INTERSPEECH 2020
SpecSwap: A Simple Data Augmentation Method for End-to-End Speech Recognition INTERSPEECH 2020
Investigation of Data Augmentation Techniques for Disordered Speech Recognition INTERSPEECH 2020
A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling INTERSPEECH 2020
SpeechMix — Augmenting Deep Sound Recognition Using Hidden Space Interpolations INTERSPEECH 2020
Rapid Enhancement of NLP Systems by Acquisition of Data in Correlated Domains INTERSPEECH 2020
Data Augmentation for Code-Switch Language Modeling by Fusing Multiple Text Generation Methods INTERSPEECH 2020
Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network INTERSPEECH 2020
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding INTERSPEECH 2020
Bandpass Noise Generation and Augmentation for Unified ASR INTERSPEECH 2020
A Low Latency ASR-Free End to End Spoken Language Understanding System INTERSPEECH 2020
Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task INTERSPEECH 2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms INTERSPEECH 2020
Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge INTERSPEECH 2020