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Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition


Nov 03, 2022
Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu

* Submitted to ICASSP 2023 

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Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection


Oct 29, 2022
Yi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng

* Submitted to ICASSP 2023 

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Exploring linguistic feature and model combination for speech recognition based automatic AD detection


Jun 28, 2022
Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng

* Accepted by INTERSPEECH 2022 

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Confidence Score Based Conformer Speaker Adaptation for Speech Recognition


Jun 24, 2022
Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng

* It's accepted to INTERSPEECH 2022. arXiv admin note: text overlap with arXiv:2206.11596 

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Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection


Jun 23, 2022
Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng

* 5 pages, 1 figure, accepted by INTERSPEECH 2022 

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Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems


Jun 23, 2022
Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng

* It' s accepted to ISCA 2022 

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Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition


Jun 15, 2022
Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Tianzi Wang, Xunying Liu, Helen Meng

* arXiv admin note: text overlap with arXiv:2203.10274 

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Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition


May 17, 2022
Zengrui Jin, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu

* arXiv admin note: text overlap with arXiv:2202.10290 

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Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition


Mar 19, 2022
Shujie Hu, Shansong Liu, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shoukang Hu, Mingyu Cui, Xunying Liu, Helen Meng

* accepted by ICASSP 2022 

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