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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds INTERSPEECH 2021
Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021
Semantic Data Augmentation for End-to-End Mandarin Speech Recognition INTERSPEECH 2021
The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech INTERSPEECH 2021
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR INTERSPEECH 2021
Text Augmentation for Language Models in High Error Recognition Scenario INTERSPEECH 2021
Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models INTERSPEECH 2021
A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition INTERSPEECH 2021
Subjective Evaluation of Noise Suppression Algorithms in Crowdsourcing INTERSPEECH 2021
Regularizing Word Segmentation by Creating Misspellings INTERSPEECH 2021
EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model INTERSPEECH 2021
Modeling the Effect of Military Oxygen Masks on Speech Characteristics INTERSPEECH 2021
Deep Audio-Visual Speech Separation Based on Facial Motion INTERSPEECH 2021
Relational Data Selection for Data Augmentation of Speaker-Dependent Multi-Band MelGAN Vocoder INTERSPEECH 2021
GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed Audio INTERSPEECH 2021
Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition INTERSPEECH 2021
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention INTERSPEECH 2021
Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training INTERSPEECH 2021
Device Playback Augmentation with Echo Cancellation for Keyword Spotting INTERSPEECH 2021
STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech INTERSPEECH 2021
Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models INTERSPEECH 2021
Adversarial Data Augmentation for Disordered Speech Recognition INTERSPEECH 2021
giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration JMLR 2021
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data JMLR 2021
OpenML-Python: an extensible Python API for OpenML JMLR 2021