Cover Image

Large Language Models based ASR Error Correction for Child Conversations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Anfeng, Feng, Tiantian, Kim, So Hyun, Bishop, Somer, Lord, Catherine, Narayanan, Shrikanth
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

End-to-End Joint ASR and Speaker Role Diarization with Child-Adult Interactions
by: Xu, Anfeng, et al.
Published: (2026)

Data Efficient Child-Adult Speaker Diarization with Simulated Conversations
by: Xu, Anfeng, et al.
Published: (2024)

Egocentric Speaker Classification in Child-Adult Dyadic Interactions: From Sensing to Computational Modeling
by: Feng, Tiantian, et al.
Published: (2024)

Joint ASR and Speaker Role Tagging with Serialized Output Training
by: Xu, Anfeng, et al.
Published: (2025)

Evaluation of Speech Foundation Models for ASR on Child-Adult Conversations in Autism Diagnostic Sessions
by: Ashvin, Aditya, et al.
Published: (2024)

Phone Duration Modeling for Speaker Age Estimation in Children
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2021)

Exploring Speech Foundation Models for Speaker Diarization Across Lifespan
by: Xu, Anfeng, et al.
Published: (2026)

Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions
by: Xu, Anfeng, et al.
Published: (2024)

VoxCog: Towards End-to-End Multilingual Cognitive Impairment Classification through Dialectal Knowledge
by: Feng, Tiantian, et al.
Published: (2026)

Examining Test-Time Adaptation for Personalized Child Speech Recognition
by: Shi, Zhonghao, et al.
Published: (2024)

Audio-visual child-adult speaker classification in dyadic interactions
by: Xu, Anfeng, et al.
Published: (2023)

Voxlect: A Speech Foundation Model Benchmark for Modeling Dialects and Regional Languages Around the Globe
by: Feng, Tiantian, et al.
Published: (2025)

PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
by: Feng, Tiantian, et al.
Published: (2023)

TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality
by: Feng, Tiantian, et al.
Published: (2024)

ASR Error Correction using Large Language Models
by: Ma, Rao, et al.
Published: (2024)

ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction
by: Wei, Victor Junqiu, et al.
Published: (2024)

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

Speech Codec Probing from Semantic and Phonetic Perspectives
by: Shi, Xuan, et al.
Published: (2026)

Large Language Model Should Understand Pinyin for Chinese ASR Error Correction
by: Li, Yuang, et al.
Published: (2024)

Robust ASR Error Correction with Conservative Data Filtering
by: Udagawa, Takuma, et al.
Published: (2024)

Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices
by: Feng, Tiantian, et al.
Published: (2025)

Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling?
by: Feng, Tiantian, et al.
Published: (2024)

Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence Prediction
by: Lee, Jihwan, et al.
Published: (2025)

Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR
by: Peng, Yizhou, et al.
Published: (2025)

CHSER: A Dataset and Case Study on Generative Speech Error Correction for Child ASR
by: Shankar, Natarajan Balaji, et al.
Published: (2025)

Fewer Hallucinations, More Verification: A Three-Stage LLM-Based Framework for ASR Error Correction
by: Fang, Yangui, et al.
Published: (2025)

Emotion-Aligned Contrastive Learning Between Images and Music
by: Stewart, Shanti, et al.
Published: (2023)

Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction
by: Sachdev, Rithik, et al.
Published: (2024)

ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation
by: Feng, Tiantian, et al.
Published: (2024)

Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation
by: Ghosh, Sreyan, et al.
Published: (2024)

Revisiting ASR Error Correction with Specialized Models
by: Gu, Zijin, et al.
Published: (2024)

Full-text Error Correction for Chinese Speech Recognition with Large Language Model
by: Tang, Zhiyuan, 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)

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

Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker and Speech Traits
by: Feng, Tiantian, et al.
Published: (2025)

ARTI-6: Towards Six-dimensional Articulatory Speech Encoding
by: Lee, Jihwan, et al.
Published: (2025)

Who Spoke What When? Evaluating Spoken Language Models for Conversational ASR with Semantic and Overlap-Aware Metrics
by: Tawara, Naohiro, et al.
Published: (2026)

Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models
by: Stepachev, Pavel, et al.
Published: (2024)

Who Said What WSW 2.0? Enhanced Automated Analysis of Preschool Classroom Speech
by: Sun, Anchen, et al.
Published: (2025)

Mind the Shift: Using Delta SSL Embeddings to Enhance Child ASR
by: Wang, Zilai, et al.
Published: (2026)