Cover Image

Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Dancheng, Nassereldine, Amir, Xu, Chenhui, Xiong, Jinjun
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability
by: Xu, Chenhui, et al.
Published: (2025)

PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices
by: Nassereldine, Amir, et al.
Published: (2024)

FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
by: Xu, Chenhui, et al.
Published: (2025)

Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble
by: Liu, Dancheng, et al.
Published: (2024)

FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data
by: Liu, Dancheng, et al.
Published: (2024)

Towards Robust Multimodal Sentiment Analysis with Incomplete Data
by: Zhang, Haoyu, et al.
Published: (2024)

SyncVoice: Towards Video Dubbing with Vision-Augmented Pretrained TTS Model
by: Wang, Kaidi, et al.
Published: (2025)

Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation
by: Xie, Zhifei, et al.
Published: (2026)

TARQ: Tail-Aware Reconstruction Quantization for Rare-Word Robust Automatic Speech Recognition
by: Wang, Xinyu, et al.
Published: (2026)

Retrieval-Augmented Multimodal Model for Fake News Detection
by: Li, Yiheng, et al.
Published: (2026)

ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing
by: Chen, Liangyu, et al.
Published: (2025)

Large Language Models have Intrinsic Self-Correction Ability
by: Liu, Dancheng, et al.
Published: (2024)

Dependency Structure Augmented Contextual Scoping Framework for Multimodal Aspect-Based Sentiment Analysis
by: Liu, Hao, et al.
Published: (2025)

Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model
by: Chen, Xiaolin, et al.
Published: (2022)

Retrieval-Augmented Generation for Electrocardiogram-Language Models
by: Song, Xiaoyu, et al.
Published: (2025)

A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection
by: Hachmeier, Simon, et al.
Published: (2024)

Training Data Efficiency in Multimodal Process Reward Models
by: Li, Jinyuan, et al.
Published: (2026)

CMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation
by: Zhu, Xiaofei, et al.
Published: (2024)

ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
by: Liu, Zhiyuan, et al.
Published: (2024)

ChartAdapter: Large Vision-Language Model for Chart Summarization
by: Xu, Peixin, et al.
Published: (2024)

Towards Event Extraction from Speech with Contextual Clues
by: Kang, Jingqi, et al.
Published: (2024)

MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization
by: Chen, Tao, et al.
Published: (2023)

Robust Symbolic Reasoning for Visual Narratives via Hierarchical and Semantically Normalized Knowledge Graphs
by: Chen, Yi-Chun
Published: (2025)

Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue Generation
by: Zhang, Bo, et al.
Published: (2024)

MAC-SLU: Multi-Intent Automotive Cabin Spoken Language Understanding Benchmark
by: Peng, Yuezhang, et al.
Published: (2025)

mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
by: Hu, Anwen, et al.
Published: (2023)

Video Summarization: Towards Entity-Aware Captions
by: Ayyubi, Hammad A., et al.
Published: (2023)

IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment
by: Su, Taoyu, et al.
Published: (2024)

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter
by: Liu, Zhiyuan, et al.
Published: (2023)

NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
by: Luo, Run, et al.
Published: (2025)

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks
by: Zhang, Lei, et al.
Published: (2025)

Traj-MLLM: Can Multimodal Large Language Models Reform Trajectory Data Mining?
by: Liu, Shuo, et al.
Published: (2025)

ChemDFM-X: Towards Large Multimodal Model for Chemistry
by: Zhao, Zihan, et al.
Published: (2024)

Towards Retrieval-Augmented Architectures for Image Captioning
by: Sarto, Sara, et al.
Published: (2024)

MCA: Modality Composition Awareness for Robust Composed Multimodal Retrieval
by: Wu, Qiyu, et al.
Published: (2025)

How Far Are We from Generating Missing Modalities with Foundation Models?
by: Ke, Guanzhou, 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)

Evaluating Multimodal Large Language Models on Spoken Sarcasm Understanding
by: Li, Zhu, et al.
Published: (2025)

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation
by: Song, Xiao, et al.
Published: (2023)

Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
by: Zhang, Chong, et al.
Published: (2024)