There are some papers about Disordered Speech, Dysarthric and Elderly Speech or Alzheimer’s Disease.
- Recent Progress in the CUHK Dysarthric Speech Recognition System in TASLP 2021, [paper]
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Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition in TASLP 2024, [paper]
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Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition in TASLP 2024, [paper]
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Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition in TASLP 2022, [paper]
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Detecting Neurocognitive Disorders through Analyses of Topic Evolution and Cross-modal Consistency in Visual-Stimulated Narratives in arxiv 2025, [paper]
- Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition in ICASSP 2025, [paper]
- Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation in ICASSP 2024, [paper]
- Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction in ICASSP 2024, [paper]
- Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition in InterSpeech 2024, [paper]
- Towards Automatic Data Augmentation for Disordered Speech Recognition in ICASSP 2024, [paper]
- Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer’s Disease Detection in ISCSLP 2024, [paper]
- Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition in arxiv 2024, [paper]
- Devising a Set of Compact and Explainable Spoken Language Feature for Screening Alzheimer’s Disease in ISCSLP 2024, [paper]
- Towards Within-Class Variation in Alzheimer’s Disease Detection from Spontaneous Speech in arxiv 2024, [paper]
- Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition in ICASSP 2023, [paper]
- Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection in ICASSP 2023, [paper]
- Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech Recognition in ICASSP 2023, [paper]
- On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition in InterSpeech 2023, [paper]
- Use of Speech Impairment Severity for Dysarthric Speech Recognition in InterSpeech 2023, [paper]
- Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition in InterSpeech 2023, [paper]
- Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection in ICASSP 2023, [paper]
- Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition in InterSpeech 2023, [paper]
- Integrated and Enhanced Pipeline System to Support Spoken Language Analytics for Screening Neurocognitive Disorders in InterSpeech 2023, [paper]