Cover Image

ILT-Iterative LoRA Training through Focus-Feedback-Fix for Multilingual Speech Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Meng, Qingliang, Wu, Hao, Liang, Wei, Xu, Wei, Zhao, Qing
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

Zipper-LoRA: Dynamic Parameter Decoupling for Speech-LLM based Multilingual Speech Recognition
by: Mei, Yuxiang, et al.
Published: (2026)

Mixture of LoRA Experts
by: Wu, Xun, et al.
Published: (2024)

AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality
by: Qing, Peijun, et al.
Published: (2024)

Dual LoRA: Enhancing LoRA with Magnitude and Direction Updates
by: Xu, Yixing, et al.
Published: (2025)

PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization
by: Meng, Xiangdi, et al.
Published: (2024)

Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
by: Fan, Chenghao, et al.
Published: (2025)

LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation
by: Zhou, Hongyun, et al.
Published: (2024)

Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition
by: Bagat, Raphaël, et al.
Published: (2025)

LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
by: Yen, Jui-Nan, et al.
Published: (2024)

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks
by: Wang, Hanqing, et al.
Published: (2024)

LoRA-Drop: Temporal LoRA Decoding for Efficient LLM Inference
by: Rajabzadeh, Hossein, et al.
Published: (2026)

HyperAdaLoRA: Accelerating LoRA Rank Allocation During Training via Hypernetworks without Sacrificing Performance
by: Zhang, Hao, et al.
Published: (2025)

CA-LoRA: Adapting Existing LoRA for Compressed LLMs to Enable Efficient Multi-Tasking on Personal Devices
by: Zhao, Weilin, et al.
Published: (2023)

Personalized LoRA for Human-Centered Text Understanding
by: Zhang, You, et al.
Published: (2024)

Lamer-SSL: Layer-aware Mixture of LoRA Experts for Continual Multilingual Expansion of Self-supervised Models without Forgetting
by: Xu, Jing, et al.
Published: (2026)

Vision as LoRA
by: Wang, Han, et al.
Published: (2025)

$D^2LoRA$: Data-Driven LoRA Initialization for Low Resource Tasks
by: SeraJ, Javad, et al.
Published: (2025)

In-Context Meta LoRA Generation
by: Shao, Yihua, et al.
Published: (2025)

LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
by: Song, Zheshu, et al.
Published: (2024)

UtterTune: LoRA-Based Target-Language Pronunciation Edit and Control in Multilingual Text-to-Speech
by: Kato, Shuhei
Published: (2025)

SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning
by: Shi, Boyan, et al.
Published: (2026)

LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
by: Lee, Seungeon, et al.
Published: (2025)

HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
by: Tian, Chunlin, et al.
Published: (2024)

Efficient Multilingual ASR Finetuning via LoRA Language Experts
by: Li, Jiahong, et al.
Published: (2025)

MTLM: Incorporating Bidirectional Text Information to Enhance Language Model Training in Speech Recognition Systems
by: Meng, Qingliang, et al.
Published: (2025)

A Lightweight Framework for Trigger-Guided LoRA-Based Self-Adaptation in LLMs
by: Wei, Jiacheng, et al.
Published: (2025)

English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM
by: Ahn, Taekyung, et al.
Published: (2025)

AFA-LoRA: Enabling Non-Linear Adaptations in LoRA with Activation Function Annealing
by: Li, Jiacheng, et al.
Published: (2025)

LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
by: Xiao, Yicheng, et al.
Published: (2025)

DR-LoRA: Dynamic Rank LoRA for Fine-Tuning Mixture-of-Experts Models
by: Deng, Guanzhi, et al.
Published: (2026)

LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules
by: Vulić, Ivan, et al.
Published: (2026)

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
by: Yu, Xiaoyan, et al.
Published: (2024)

A Note on LoRA
by: Fomenko, Vlad, et al.
Published: (2024)

FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA
by: Bian, Jieming, et al.
Published: (2025)

Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
by: Zhu, JianHao, et al.
Published: (2024)

LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks
by: Prabhakar, Akshara, et al.
Published: (2024)

LoRA-Mini : Adaptation Matrices Decomposition and Selective Training
by: Singh, Ayush, et al.
Published: (2024)

Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
by: Xu, Tianyi, et al.
Published: (2024)

LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
by: Li, Yanan, et al.
Published: (2025)

Efficient Hate Speech Detection: A Three-Layer LoRA-Tuned BERTweet Framework
by: El-Bahnasawi, Mahmoud
Published: (2025)