Towards Robust Dysarthric Speech Recognition: LLM-Agent Post-ASR Correction Beyond WER
Fuente:
arXiv
Guardado en:
| Autores principales: | Zheng, Xiuwen, Dong, Sixun, Phukon, Bornali, Hasegawa-Johnson, Mark, Yoo, Chang D. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility
por: Zheng, Xiuwen, et al.
Publicado: (2024)
por: Zheng, Xiuwen, et al.
Publicado: (2024)
Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition
por: Singh, Satwinder, et al.
Publicado: (2025)
por: Singh, Satwinder, et al.
Publicado: (2025)
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis
por: Leung, Wing-Zin, et al.
Publicado: (2024)
por: Leung, Wing-Zin, et al.
Publicado: (2024)
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition
por: Hu, Shujie, et al.
Publicado: (2024)
por: Hu, Shujie, et al.
Publicado: (2024)
Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
por: Li, Chin-Jou, et al.
Publicado: (2025)
por: Li, Chin-Jou, et al.
Publicado: (2025)
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation
por: Wang, Huimeng, et al.
Publicado: (2024)
por: Wang, Huimeng, et al.
Publicado: (2024)
Towards Unsupervised Speech Recognition Without Pronunciation Models
por: Ni, Junrui, et al.
Publicado: (2024)
por: Ni, Junrui, et al.
Publicado: (2024)
Bridging ASR and LLMs for Dysarthric Speech Recognition: Benchmarking Self-Supervised and Generative Approaches
por: Aboeitta, Ahmed, et al.
Publicado: (2025)
por: Aboeitta, Ahmed, et al.
Publicado: (2025)
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
por: Wagner, Dominik, et al.
Publicado: (2025)
por: Wagner, Dominik, et al.
Publicado: (2025)
Phone-purity Guided Discrete Tokens for Dysarthric Speech Recognition
por: Wang, Huimeng, et al.
Publicado: (2025)
por: Wang, Huimeng, et al.
Publicado: (2025)
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
por: Bai, Ye, et al.
Publicado: (2024)
por: Bai, Ye, et al.
Publicado: (2024)
WER We Stand: Benchmarking Urdu ASR Models
por: Arif, Samee, et al.
Publicado: (2024)
por: Arif, Samee, et al.
Publicado: (2024)
Speech Recognition on TV Series with Video-guided Post-ASR Correction
por: Yang, Haoyuan, et al.
Publicado: (2025)
por: Yang, Haoyuan, et al.
Publicado: (2025)
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition
por: Xie, Xurong, et al.
Publicado: (2022)
por: Xie, Xurong, et al.
Publicado: (2022)
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition
por: Yoon, Eunseop, et al.
Publicado: (2024)
por: Yoon, Eunseop, et al.
Publicado: (2024)
Zero-Shot Recognition of Dysarthric Speech Using Commercial Automatic Speech Recognition and Multimodal Large Language Models
por: Alsayegh, Ali, et al.
Publicado: (2025)
por: Alsayegh, Ali, et al.
Publicado: (2025)
Something from Nothing: Data Augmentation for Robust Severity Level Estimation of Dysarthric Speech
por: Bae, Jaesung, et al.
Publicado: (2026)
por: Bae, Jaesung, et al.
Publicado: (2026)
A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition
por: Wang, Shiyao, et al.
Publicado: (2025)
por: Wang, Shiyao, et al.
Publicado: (2025)
The Universal Personalizer: Few-Shot Dysarthric Speech Recognition via Meta-Learning
por: Agarwal, Dhruuv, et al.
Publicado: (2025)
por: Agarwal, Dhruuv, et al.
Publicado: (2025)
Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition
por: Hu, Shujie, et al.
Publicado: (2024)
por: Hu, Shujie, et al.
Publicado: (2024)
Speech Emotion Recognition with ASR Integration
por: Li, Yuanchao
Publicado: (2026)
por: Li, Yuanchao
Publicado: (2026)
dLLM-ASR: A Faster Diffusion LLM-based Framework for Speech Recognition
por: Tian, Wenjie, et al.
Publicado: (2026)
por: Tian, Wenjie, et al.
Publicado: (2026)
Elevating Robust Multi-Talker ASR by Decoupling Speaker Separation and Speech Recognition
por: Yang, Yufeng, et al.
Publicado: (2025)
por: Yang, Yufeng, et al.
Publicado: (2025)
Multi-Channel Differential ASR for Robust Wearer Speech Recognition on Smart Glasses
por: Yang, Yufeng, et al.
Publicado: (2025)
por: Yang, Yufeng, et al.
Publicado: (2025)
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
por: HU, Shujie, et al.
Publicado: (2025)
por: HU, Shujie, et al.
Publicado: (2025)
Probing Whisper for Dysarthric Speech in Detection and Assessment
por: Yue, Zhengjun, et al.
Publicado: (2025)
por: Yue, Zhengjun, et al.
Publicado: (2025)
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR
por: Yang, Yufeng, et al.
Publicado: (2024)
por: Yang, Yufeng, et al.
Publicado: (2024)
SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding
por: Wei, Linye, et al.
Publicado: (2025)
por: Wei, Linye, et al.
Publicado: (2025)
Objective and Subjective Evaluation of Diffusion-Based Speech Enhancement for Dysarthric Speech
por: de Groot, Dimme, et al.
Publicado: (2025)
por: de Groot, Dimme, et al.
Publicado: (2025)
Analysis of Self-Supervised Speech Models on Children's Speech and Infant Vocalizations
por: Li, Jialu, et al.
Publicado: (2024)
por: Li, Jialu, et al.
Publicado: (2024)
Unsupervised Rhythm and Voice Conversion to Improve ASR on Dysarthric Speech
por: Hajal, Karl El, et al.
Publicado: (2025)
por: Hajal, Karl El, et al.
Publicado: (2025)
Unsupervised Rhythm and Voice Conversion of Dysarthric to Healthy Speech for ASR
por: Hajal, Karl El, et al.
Publicado: (2025)
por: Hajal, Karl El, et al.
Publicado: (2025)
Inappropriate Pause Detection In Dysarthric Speech Using Large-Scale Speech Recognition
por: Lee, Jeehyun, et al.
Publicado: (2024)
por: Lee, Jeehyun, et al.
Publicado: (2024)
Speech Recognition-based Feature Extraction for Enhanced Automatic Severity Classification in Dysarthric Speech
por: Choi, Yerin, et al.
Publicado: (2024)
por: Choi, Yerin, et al.
Publicado: (2024)
Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models
por: Derington, Anna, et al.
Publicado: (2023)
por: Derington, Anna, et al.
Publicado: (2023)
DiffDSR: Dysarthric Speech Reconstruction Using Latent Diffusion Model
por: Chen, Xueyuan, et al.
Publicado: (2025)
por: Chen, Xueyuan, et al.
Publicado: (2025)
Benchmarking Japanese Speech Recognition on ASR-LLM Setups with Multi-Pass Augmented Generative Error Correction
por: Ko, Yuka, et al.
Publicado: (2024)
por: Ko, Yuka, et al.
Publicado: (2024)
DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition
por: Lee, Wonjun, et al.
Publicado: (2025)
por: Lee, Wonjun, et al.
Publicado: (2025)
Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies
por: Raja, Vishnu, et al.
Publicado: (2025)
por: Raja, Vishnu, et al.
Publicado: (2025)
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation
por: Wang, Shiyao, et al.
Publicado: (2024)
por: Wang, Shiyao, et al.
Publicado: (2024)
Ejemplares similares
-
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility
por: Zheng, Xiuwen, et al.
Publicado: (2024) -
Robust Cross-Etiology and Speaker-Independent Dysarthric Speech Recognition
por: Singh, Satwinder, et al.
Publicado: (2025) -
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis
por: Leung, Wing-Zin, et al.
Publicado: (2024) -
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition
por: Hu, Shujie, et al.
Publicado: (2024) -
Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
por: Li, Chin-Jou, et al.
Publicado: (2025)