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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

Analysis of sparse representation based feature on speech mode classification INTERSPEECH 2018
Comparison of Syllabification Algorithms and Training Strategies for Robust Word Count Estimation across Different Languages and Recording Conditions INTERSPEECH 2018
Automatic Miscue Detection Using RNN Based Models with Data Augmentation INTERSPEECH 2018
Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech INTERSPEECH 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018
Glottal Closure Instant Detection from Speech Signal Using Voting Classifier and Recursive Feature Elimination INTERSPEECH 2018
Multi-Modal Data Augmentation for End-to-end ASR INTERSPEECH 2018
Training Augmentation with Adversarial Examples for Robust Speech Recognition INTERSPEECH 2018
Data Augmentation Improves Recognition of Foreign Accented Speech INTERSPEECH 2018
Talker Diarization in the Wild: the Case of Child-centered Daylong Audio-recordings INTERSPEECH 2018
User-centric Evaluation of Automatic Punctuation in ASR Closed Captioning INTERSPEECH 2018
An Open Source Emotional Speech Corpus for Human Robot Interaction Applications INTERSPEECH 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data INTERSPEECH 2018
An Investigation of Mixup Training Strategies for Acoustic Models in ASR INTERSPEECH 2018
A Study of Enhancement, Augmentation and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition INTERSPEECH 2018
Data Independent Sequence Augmentation Method for Acoustic Scene Classification INTERSPEECH 2018
Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification INTERSPEECH 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task INTERSPEECH 2018
Making Better Use of the Crowd: How Crowdsourcing Can Advance Machine Learning Research JMLR 2018
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction NAACL 2018
Spotting Spurious Data with Neural Networks NAACL 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations NAACL 2018
Deep learning evaluation using deep linguistic processing NAACL 2018