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Data Augmentation

3,720 papers

Papers per year

7
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562
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Papers

Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation INTERSPEECH 2019
Rare Sound Event Detection Using Deep Learning and Data Augmentation INTERSPEECH 2019
Non-Parallel Voice Conversion Using Weighted Generative Adversarial Networks INTERSPEECH 2019
Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition INTERSPEECH 2019
Improved Vocal Tract Length Perturbation for a State-of-the-Art End-to-End Speech Recognition System INTERSPEECH 2019
The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion INTERSPEECH 2019
Speech Replay Detection with x-Vector Attack Embeddings and Spectral Features INTERSPEECH 2019
Data Augmentation Using Variational Autoencoder for Embedding Based Speaker Verification INTERSPEECH 2019
Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge INTERSPEECH 2019
The 2018 NIST Speaker Recognition Evaluation INTERSPEECH 2019
Speech Augmentation via Speaker-Specific Noise in Unseen Environment INTERSPEECH 2019
A Scalable Noisy Speech Dataset and Online Subjective Test Framework INTERSPEECH 2019
Using Alexa for Flashcard-Based Learning INTERSPEECH 2019
Exploiting Monolingual Speech Corpora for Code-Mixed Speech Recognition INTERSPEECH 2019
Acoustic Scene Classification with Mismatched Devices Using CliqueNets and Mixup Data Augmentation INTERSPEECH 2019
Using Attention Networks and Adversarial Augmentation for Styrian Dialect Continuous Sleepiness and Baby Sound Recognition INTERSPEECH 2019
Spatial, Temporal and Spectral Multiresolution Analysis for the INTERSPEECH 2019 ComParE Challenge INTERSPEECH 2019
The DKU-LENOVO Systems for the INTERSPEECH 2019 Computational Paralinguistic Challenge INTERSPEECH 2019
The I2R’s ASR System for the VOiCES from a Distance Challenge 2019 INTERSPEECH 2019
The LeVoice Far-Field Speech Recognition System for VOiCES from a Distance Challenge 2019 INTERSPEECH 2019
Adversarially Trained End-to-End Korean Singing Voice Synthesis System INTERSPEECH 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition INTERSPEECH 2019
Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition INTERSPEECH 2019
Robust DOA Estimation Based on Convolutional Neural Network and Time-Frequency Masking INTERSPEECH 2019
CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition INTERSPEECH 2019