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Data Augmentation

3,720 papers

Papers per year

7
339
562
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Papers

PM-MMUT: Boosted Phone-mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition INTERSPEECH 2022
Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis INTERSPEECH 2022
Articulatory Synthesis for Data Augmentation in Phoneme Recognition INTERSPEECH 2022
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection INTERSPEECH 2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection INTERSPEECH 2022
RCT: Random consistency training for semi-supervised sound event detection INTERSPEECH 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation INTERSPEECH 2022
TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder INTERSPEECH 2022
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping INTERSPEECH 2022
A Multimodal Strategy for Singing Language Identification INTERSPEECH 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text INTERSPEECH 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
PISA: PoIncaré Saliency-Aware Interpolative Augmentation INTERSPEECH 2022
SPLICEOUT: A Simple and Efficient Audio Augmentation Method INTERSPEECH 2022
Data Augmentation for Dementia Detection in Spoken Language. INTERSPEECH 2022
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models INTERSPEECH 2022
Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation INTERSPEECH 2022
Improving Recognition of Out-of-vocabulary Words in E2E Code-switching ASR by Fusing Speech Generation Methods INTERSPEECH 2022
Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children’s Speech INTERSPEECH 2022
Deep Learning Approaches for Detecting Alzheimer’s Dementia from Conversational Speech of ILSE Study INTERSPEECH 2022
Non-Parallel Voice Conversion for ASR Augmentation INTERSPEECH 2022
Voice Conversion Can Improve ASR in Very Low-Resource Settings INTERSPEECH 2022
Data Augmentation for Low-Resource Quechua ASR Improvement INTERSPEECH 2022
When Is TTS Augmentation Through a Pivot Language Useful? INTERSPEECH 2022
Data Augmentation for End-to-end Silent Speech Recognition for Laryngectomees INTERSPEECH 2022