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Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition

IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022

21 February 2022

Tianzi Wang

Shujie Hu

Papers citing "Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition"

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Addressing Pitfalls in Auditing Practices of Automatic Speech Recognition Technologies: A Case Study of People with Aphasia Katelyn Mei A. S. G. Choi Hilke Schellmann Mona Sloane Allison Koenecke 216 0 0 10 Jun 2025
Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Tao Zhong Mengzhe Geng Shujie Hu Guinan Li Xunying Liu 135 0 0 02 Jun 2025
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition Shujie Hu Xurong Xie Mengzhe Geng Jiajun Deng Huimeng Wang ... Chengxi Deng Tianzi Wang Mingyu Cui Helen M. Meng Xunying Liu 136 0 0 28 May 2025
Phone-purity Guided Discrete Tokens for Dysarthric Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Huimeng Wang Xurong Xie Mengzhe Geng Shujie Hu Haoning Xu Emmanouil Benetos Zhaoqing Li Jiajun Deng Xunying Liu 118 2 0 08 Jan 2025
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 313 23 0 21 Jul 2024
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition Shujie Hu Xurong Xie Mengzhe Geng Zengrui Jin Jiajun Deng ... Yi Wang Mingyu Cui Tianzi Wang Helen Meng Xunying Liu 231 28 0 03 Jul 2024
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and RecognitionInterspeech (Interspeech), 2024 Guinan Li Jiajun Deng Youjun Chen Mengzhe Geng Shujie Hu ... Zengrui Jin Tianzi Wang Xurong Xie Helen Meng Xunying Liu VLM 118 1 0 14 Jun 2024
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data AugmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Huimeng Wang Zengrui Jin Mengzhe Geng Shujie Hu Guinan Li Tianzi Wang Haoning Xu Xunying Liu 154 35 0 01 Jan 2024
CDSD: Chinese Dysarthria Speech DatabaseInterspeech (Interspeech), 2023 Mengyi Sun Ming Gao Xinchen Kang Shiru Wang Jun Du Dengfeng Yao Su-Jing Wang 345 7 0 24 Oct 2023
Learning Separable Hidden Unit Contributions for Speaker-Adaptive Lip-Reading Songtao Luo Shuang Yang Shiguang Shan Xilin Chen 271 2 0 08 Oct 2023
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech RecognitionInterspeech (Interspeech), 2023 Tianzi Wang Shoukang Hu Jiajun Deng Zengrui Jin Mengzhe Geng Yi Wang Helen M. Meng Xunying Liu 205 10 0 27 Jun 2023
Parameter-efficient Dysarthric Speech Recognition Using Adapter Fusion and Householder TransformationInterspeech (Interspeech), 2023 Jinzi Qi Hugo Van hamme 169 6 0 12 Jun 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based AugmentationInterspeech (Interspeech), 2023 Massa Baali Ibrahim Almakky Shady Shehata Fakhri Karray 167 4 0 07 Jun 2023
Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity TestInterspeech (Interspeech), 2023 Eungbeom Kim Yunkee Chae Jaeheon Sim Kyogu Lee 254 4 0 22 May 2023
Use of Speech Impairment Severity for Dysarthric Speech RecognitionInterspeech (Interspeech), 2023 Mengzhe Geng Zengrui Jin Tianzi Wang Shujie Hu Jiajun Deng Mingyu Cui Guinan Li Jianwei Yu Xurong Xie Xunying Liu 191 15 0 18 May 2023
Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shujie Hu Xurong Xie Zengrui Jin Mengzhe Geng Yi Wang Mingyu Cui Jiajun Deng Xunying Liu Helen M. Meng 142 44 0 28 Feb 2023
Exploring linguistic feature and model combination for speech recognition based automatic AD detectionInterspeech (Interspeech), 2022 Yi Wang Tianzi Wang Zi Ye Lingwei Meng Shoukang Hu Xixin Wu Xunying Liu Helen M. Meng 164 25 0 28 Jun 2022
Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech RecognitionInterspeech (Interspeech), 2022 Shujie Hu Xurong Xie Mengzhe Geng Mingyu Cui Jiajun Deng Guinan Li Tianzi Wang Xunying Liu Helen Meng 154 10 0 15 Jun 2022
Speaker adaptation for Wav2vec2 based dysarthric ASRInterspeech (Interspeech), 2022 M. Baskar Tim Herzig Diana Nguyen Mireia Díez Tim Polzehl L. Burget J. Černocký 162 44 0 02 Apr 2022
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech RecognitionInterspeech (Interspeech), 2022 Mengzhe Geng Xurong Xie Rongfeng Su Jianwei Yu Zengrui Jin Tianzi Wang Shujie Hu Zi Ye Helen M. Meng Xunying Liu 170 8 0 28 Mar 2022

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