Efficient Multilingual ASR Finetuning via LoRA Language Experts
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Jiahong, Shao, Yiwen, Zhuo, Jianheng, Li, Chenda, Tang, Liliang, Yu, Dong, Qian, Yanmin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR
by: Zhao, Qiuming, et al.
Published: (2024)
by: Zhao, Qiuming, et al.
Published: (2024)
HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models
by: Mu, Bingshen, et al.
Published: (2024)
by: Mu, Bingshen, et al.
Published: (2024)
Scale This, Not That: Investigating Key Dataset Attributes for Efficient Speech Enhancement Scaling
by: Zhang, Leying, et al.
Published: (2024)
by: Zhang, Leying, et al.
Published: (2024)
A Language-Agnostic Hierarchical LoRA-MoE Architecture for CTC-based Multilingual ASR
by: Zheng, Yuang, et al.
Published: (2026)
by: Zheng, Yuang, et al.
Published: (2026)
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
by: Song, Zheshu, et al.
Published: (2024)
by: Song, Zheshu, et al.
Published: (2024)
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
by: Xu, Tianyi, et al.
Published: (2024)
by: Xu, Tianyi, et al.
Published: (2024)
Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement
by: Li, Chenda, et al.
Published: (2024)
by: Li, Chenda, et al.
Published: (2024)
EELE: Exploring Efficient and Extensible LoRA Integration in Emotional Text-to-Speech
by: Qi, Xin, et al.
Published: (2024)
by: Qi, Xin, et al.
Published: (2024)
Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR
by: Bai, Junwen, et al.
Published: (2024)
by: Bai, Junwen, et al.
Published: (2024)
Efficient Scaling for LLM-based ASR
by: Mu, Bingshen, et al.
Published: (2025)
by: Mu, Bingshen, et al.
Published: (2025)
VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining
by: Zhuo, Jianheng, et al.
Published: (2025)
by: Zhuo, Jianheng, et al.
Published: (2025)
Improving Speech Enhancement with Multi-Metric Supervision from Learned Quality Assessment
by: Wang, Wei, et al.
Published: (2025)
by: Wang, Wei, et al.
Published: (2025)
Sparsely Shared LoRA on Whisper for Child Speech Recognition
by: Liu, Wei, et al.
Published: (2023)
by: Liu, Wei, et al.
Published: (2023)
Mixture of LoRA Experts with Multi-Modal and Multi-Granularity LLM Generative Error Correction for Accented Speech Recognition
by: Mu, Bingshen, et al.
Published: (2025)
by: Mu, Bingshen, et al.
Published: (2025)
UtterTune: LoRA-Based Target-Language Pronunciation Edit and Control in Multilingual Text-to-Speech
by: Kato, Shuhei
Published: (2025)
by: Kato, Shuhei
Published: (2025)
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement
by: Zhang, Wangyou, et al.
Published: (2024)
by: Zhang, Wangyou, et al.
Published: (2024)
BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM
by: Gong, Xun, et al.
Published: (2025)
by: Gong, Xun, et al.
Published: (2025)
DQ-Whisper: Joint Distillation and Quantization for Efficient Multilingual Speech Recognition
by: Shao, Hang, et al.
Published: (2023)
by: Shao, Hang, et al.
Published: (2023)
Generalizable speech deepfake detection via meta-learned LoRA
by: Laakkonen, Janne, et al.
Published: (2025)
by: Laakkonen, Janne, et al.
Published: (2025)
LUPET: Incorporating Hierarchical Information Path into Multilingual ASR
by: Liu, Wei, et al.
Published: (2024)
by: Liu, Wei, et al.
Published: (2024)
Behind the Scenes: Mechanistic Interpretability of LoRA-adapted Whisper for Speech Emotion Recognition
by: Ma, Yujian, et al.
Published: (2025)
by: Ma, Yujian, et al.
Published: (2025)
Representation-Regularized Convolutional Audio Transformer for Audio Understanding
by: Han, Bing, et al.
Published: (2026)
by: Han, Bing, et al.
Published: (2026)
SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods
by: Huang, Wen, et al.
Published: (2025)
by: Huang, Wen, et al.
Published: (2025)
MSA-ASR: Efficient Multilingual Speaker Attribution with frozen ASR Models
by: Nguyen, Thai-Binh, et al.
Published: (2024)
by: Nguyen, Thai-Binh, et al.
Published: (2024)
BLR-MoE: Boosted Language-Routing Mixture of Experts for Domain-Robust Multilingual E2E ASR
by: Ma, Guodong, et al.
Published: (2025)
by: Ma, Guodong, et al.
Published: (2025)
DQLoRA: A Lightweight Domain-Aware Denoising ASR via Adapter-guided Distillation
by: Yang, Yiru
Published: (2025)
by: Yang, Yiru
Published: (2025)
Towards Lightweight Speaker Verification via Adaptive Neural Network Quantization
by: Liu, Bei, et al.
Published: (2024)
by: Liu, Bei, et al.
Published: (2024)
Novel Parasitic Dual-Scale Modeling for Efficient and Accurate Multilingual Speech Translation
by: Le, Chenyang, et al.
Published: (2025)
by: Le, Chenyang, et al.
Published: (2025)
Selective Invocation for Multilingual ASR: A Cost-effective Approach Adapting to Speech Recognition Difficulty
by: Xue, Hongfei, et al.
Published: (2025)
by: Xue, Hongfei, et al.
Published: (2025)
ICASSP 2026 URGENT Speech Enhancement Challenge
by: Li, Chenda, et al.
Published: (2026)
by: Li, Chenda, et al.
Published: (2026)
SpatialEmb: Extract and Encode Spatial Information for 1-Stage Multi-channel Multi-speaker ASR on Arbitrary Microphone Arrays
by: Shao, Yiwen, et al.
Published: (2026)
by: Shao, Yiwen, et al.
Published: (2026)
EFFUSE: Efficient Self-Supervised Feature Fusion for E2E ASR in Low Resource and Multilingual Scenarios
by: Srivastava, Tejes, et al.
Published: (2023)
by: Srivastava, Tejes, et al.
Published: (2023)
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement
by: Zhang, Wangyou, et al.
Published: (2024)
by: Zhang, Wangyou, et al.
Published: (2024)
Index-ASR Technical Report
by: Song, Zheshu, et al.
Published: (2025)
by: Song, Zheshu, et al.
Published: (2025)
Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR
by: Shao, Mingchen, et al.
Published: (2025)
by: Shao, Mingchen, et al.
Published: (2025)
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification
by: Liu, Bei, et al.
Published: (2024)
by: Liu, Bei, et al.
Published: (2024)
AzeroS: Extending LLM to Speech with Self-Generated Instruction-Free Tuning
by: Shao, Yiwen, et al.
Published: (2025)
by: Shao, Yiwen, et al.
Published: (2025)
Less is More: Data Curation Matters in Scaling Speech Enhancement
by: Li, Chenda, et al.
Published: (2025)
by: Li, Chenda, et al.
Published: (2025)
Romanization Encoding For Multilingual ASR
by: Ding, Wen, et al.
Published: (2024)
by: Ding, Wen, et al.
Published: (2024)
Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding
by: Huo, Mingyue, et al.
Published: (2025)
by: Huo, Mingyue, et al.
Published: (2025)
Similar Items
-
SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR
by: Zhao, Qiuming, et al.
Published: (2024) -
HDMoLE: Mixture of LoRA Experts with Hierarchical Routing and Dynamic Thresholds for Fine-Tuning LLM-based ASR Models
by: Mu, Bingshen, et al.
Published: (2024) -
Scale This, Not That: Investigating Key Dataset Attributes for Efficient Speech Enhancement Scaling
by: Zhang, Leying, et al.
Published: (2024) -
A Language-Agnostic Hierarchical LoRA-MoE Architecture for CTC-based Multilingual ASR
by: Zheng, Yuang, et al.
Published: (2026) -
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
by: Song, Zheshu, et al.
Published: (2024)