Cover Image

Confidence-Guided Error Correction for Disordered Speech Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hernandez, Abner, Vergara, Tomás Arias, Maier, Andreas, Pérez-Toro, Paula Andrea
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multilingual Phonological Feature Recognition with Self-Supervised Speech Models
by: Hernandez, Abner, et al.
Published: (2026)

SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis
by: Buess, Lukas, et al.
Published: (2025)

Audio-Vision Contrastive Learning for Phonological Class Recognition
by: Liu, Daiqi, et al.
Published: (2025)

Error Correction by Paying Attention to Both Acoustic and Confidence References for Automatic Speech Recognition
by: Shu, Yuchun, et al.
Published: (2024)

Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease
by: Hernandez, Abner, et al.
Published: (2026)

Exploring Generative Error Correction for Dysarthric Speech Recognition
by: La Quatra, Moreno, et al.
Published: (2025)

SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology
by: Kulyabin, Mikhail, et al.
Published: (2024)

UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction
by: Guo, Jiaxin, et al.
Published: (2024)

Full-text Error Correction for Chinese Speech Recognition with Large Language Model
by: Tang, Zhiyuan, et al.
Published: (2024)

Pinyin Regularization in Error Correction for Chinese Speech Recognition with Large Language Models
by: Tang, Zhiyuan, et al.
Published: (2024)

Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting
by: Yang, Chao-Han Huck, et al.
Published: (2023)

LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
by: Ghosh, Sreyan, et al.
Published: (2024)

SIREM: Speech-Informed MRI Reconstruction with Learned Sampling
by: Hasan, Md, et al.
Published: (2026)

Building a Non-native Speech Corpus Featuring Chinese-English Bilingual Children: Compilation and Rationale
by: Hung, Hiuchung, et al.
Published: (2023)

Improving Speech Recognition Error Prediction for Modern and Off-the-shelf Speech Recognizers
by: Serai, Prashant, et al.
Published: (2024)

MF-AED-AEC: Speech Emotion Recognition by Leveraging Multimodal Fusion, Asr Error Detection, and Asr Error Correction
by: He, Jiajun, et al.
Published: (2024)

Benchmarking Japanese Speech Recognition on ASR-LLM Setups with Multi-Pass Augmented Generative Error Correction
by: Ko, Yuka, et al.
Published: (2024)

Know When You're Wrong: Aligning Confidence with Correctness for LLM Error Detection
by: Xiaohu, Xie, et al.
Published: (2026)

A Paradigm for Interpreting Metrics and Identifying Critical Errors in Automatic Speech Recognition
by: Bañeras-Roux, Thibault, et al.
Published: (2026)

Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech
by: Weise, Tobias, et al.
Published: (2024)

Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI
by: Liu, Daiqi, et al.
Published: (2026)

Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition
by: Yang, Chao-Han Huck, et al.
Published: (2024)

Crossmodal ASR Error Correction with Discrete Speech Units
by: Li, Yuanchao, et al.
Published: (2024)

Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition
by: Radhakrishnan, Srijith, et al.
Published: (2023)

Error-preserving Automatic Speech Recognition of Young English Learners' Language
by: Michot, Janick, et al.
Published: (2024)

Automatic Speech Recognition Biases in Newcastle English: an Error Analysis
by: Serditova, Dana, et al.
Published: (2025)

Better Pseudo-labeling with Multi-ASR Fusion and Error Correction by SpeechLLM
by: Prakash, Jeena, et al.
Published: (2025)

Streaming Speech-to-Confusion Network Speech Recognition
by: Filimonov, Denis, et al.
Published: (2023)

Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
by: Li, Chin-Jou, et al.
Published: (2025)

Speech Recognition With LLMs Adapted to Disordered Speech Using Reinforcement Learning
by: Nagpal, Chirag, et al.
Published: (2024)

Human-Guided Reasoning with Large Language Models for Vietnamese Speech Emotion Recognition
by: Nguyen, Truc, et al.
Published: (2026)

Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection
by: Kang, Jiawen, et al.
Published: (2024)

Toward Practical Automatic Speech Recognition and Post-Processing: a Call for Explainable Error Benchmark Guideline
by: Koo, Seonmin, et al.
Published: (2024)

Multi-stage Large Language Model Correction for Speech Recognition
by: Pu, Jie, et al.
Published: (2023)

Automatic Speech Recognition System-Independent Word Error Rate Estimation
by: Park, Chanho, et al.
Published: (2024)

Hallucinations in Neural Automatic Speech Recognition: Identifying Errors and Hallucinatory Models
by: Frieske, Rita, et al.
Published: (2024)

CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition
by: Tsai, Yun-Shao, et al.
Published: (2025)

Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges
by: Liu, Dancheng, et al.
Published: (2024)

Supervised Optimism Correction: Be Confident When LLMs Are Sure
by: Zhang, Junjie, et al.
Published: (2025)

Evaluating ASR Confidence Scores for Automated Error Detection in User-Assisted Correction Interfaces
by: Kuhn, Korbinian, et al.
Published: (2025)