CLiFT-ASR: A Cross-Lingual Fine-Tuning Framework for Low-Resource Taiwanese Hokkien Speech Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Sung, Hung-Yang, Wang, Chien-Chun, Huang, Kuan-Tang, Lo, Tien-Hong, Tsao, Yu-Sheng, Hsu, Yung-Chang, Chen, Berlin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Dialect-Aware Modeling and Conditioning for Low-Resource Taiwanese Hakka Speech Processing
by: Peng, An-Ci, et al.
Published: (2026)
by: Peng, An-Ci, et al.
Published: (2026)
TG-ASR: Translation-Guided Learning with Parallel Gated Cross Attention for Low-Resource Automatic Speech Recognition
by: Yang, Cheng-Yeh, et al.
Published: (2026)
by: Yang, Cheng-Yeh, et al.
Published: (2026)
Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement
by: Wang, Chien-Chun, et al.
Published: (2026)
by: Wang, Chien-Chun, et al.
Published: (2026)
Breeze Taigi: Benchmarks and Models for Taiwanese Hokkien Speech Recognition and Synthesis
by: Lan, Yu-Siang, et al.
Published: (2026)
by: Lan, Yu-Siang, et al.
Published: (2026)
Speech-FT: Merging Pre-trained And Fine-Tuned Speech Representation Models For Cross-Task Generalization
by: Lin, Tzu-Quan, et al.
Published: (2025)
by: Lin, Tzu-Quan, et al.
Published: (2025)
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning
by: Ho, Kuan-Hsun, et al.
Published: (2024)
by: Ho, Kuan-Hsun, et al.
Published: (2024)
ZO-ASR: Zeroth-Order Fine-Tuning of Speech Foundation Models without Back-Propagation
by: Peng, Yuezhang, et al.
Published: (2025)
by: Peng, Yuezhang, et al.
Published: (2025)
What do neural networks listen to? Exploring the crucial bands in Speech Enhancement using Sinc-convolution
by: Ho, Kuan-Hsun, et al.
Published: (2024)
by: Ho, Kuan-Hsun, et al.
Published: (2024)
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)
by: Hsu, Ming-Hao, et al.
Published: (2024)
Revealing the Role of Audio Channels in ASR Performance Degradation
by: Huang, Kuan-Tang, et al.
Published: (2025)
by: Huang, Kuan-Tang, et al.
Published: (2025)
CLiFT: Compressive Light-Field Tokens for Compute-Efficient and Adaptive Neural Rendering
by: Wang, Zhengqing, et al.
Published: (2025)
by: Wang, Zhengqing, et al.
Published: (2025)
Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition
by: Wang, Chien-Chun, et al.
Published: (2024)
by: Wang, Chien-Chun, et al.
Published: (2024)
Fine-Tuning ASR for Stuttered Speech: Personalized vs. Generalized Approaches
by: Mujtaba, Dena, et al.
Published: (2025)
by: Mujtaba, Dena, et al.
Published: (2025)
Beyond Modality Limitations: A Unified MLLM Approach to Automated Speaking Assessment with Effective Curriculum Learning
by: Fang, Yu-Hsuan, et al.
Published: (2025)
by: Fang, Yu-Hsuan, et al.
Published: (2025)
Enhancing Speech Emotion Recognition Leveraging Aligning Timestamps of ASR Transcripts and Speaker Diarization
by: Wang, Hsuan-Yu, et al.
Published: (2025)
by: Wang, Hsuan-Yu, et al.
Published: (2025)
An Effective Strategy for Modeling Score Ordinality and Non-uniform Intervals in Automated Speaking Assessment
by: Lo, Tien-Hong, et al.
Published: (2025)
by: Lo, Tien-Hong, et al.
Published: (2025)
DRASP: A Dual-Resolution Attentive Statistics Pooling Framework for Automatic MOS Prediction
by: Yang, Cheng-Yeh, et al.
Published: (2025)
by: Yang, Cheng-Yeh, et al.
Published: (2025)
Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)
by: Li, Yuanchao
Published: (2026)
SincQDR-VAD: A Noise-Robust Voice Activity Detection Framework Leveraging Learnable Filters and Ranking-Aware Optimization
by: Wang, Chien-Chun, et al.
Published: (2025)
by: Wang, Chien-Chun, et al.
Published: (2025)
VietSuperSpeech: A Large-Scale Vietnamese Conversational Speech Dataset for ASR Fine-Tuning in Chatbot, Customer Support, and Call Center Applications
by: Do, Loan, et al.
Published: (2026)
by: Do, Loan, et al.
Published: (2026)
A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition
by: Upadhyay, Shreya G., et al.
Published: (2024)
by: Upadhyay, Shreya G., et al.
Published: (2024)
Effective Noise-aware Data Simulation for Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation
by: Wang, Chien-Chun, et al.
Published: (2024)
by: Wang, Chien-Chun, et al.
Published: (2024)
QAMRO: Quality-aware Adaptive Margin Ranking Optimization for Human-aligned Assessment of Audio Generation Systems
by: Wang, Chien-Chun, et al.
Published: (2025)
by: Wang, Chien-Chun, et al.
Published: (2025)
Marco-ASR: A Principled and Metric-Driven Framework for Fine-Tuning Large-Scale ASR Models for Domain Adaptation
by: Ni, Xuanfan, et al.
Published: (2025)
by: Ni, Xuanfan, et al.
Published: (2025)
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution
by: Lo, Tien-Hong, et al.
Published: (2024)
by: Lo, Tien-Hong, et al.
Published: (2024)
Persian Speech Emotion Recognition by Fine-Tuning Transformers
by: Shayaninasab, Minoo, et al.
Published: (2024)
by: Shayaninasab, Minoo, et al.
Published: (2024)
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation
by: Wang, Huimeng, et al.
Published: (2024)
by: Wang, Huimeng, et al.
Published: (2024)
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition
by: Bai, Ye, et al.
Published: (2024)
by: Bai, Ye, et al.
Published: (2024)
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
by: Huang, Kuan-Po, et al.
Published: (2023)
by: Huang, Kuan-Po, et al.
Published: (2023)
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)
by: Wang, Kuan-Chen, et al.
Published: (2024)
Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
by: Li, Chin-Jou, et al.
Published: (2025)
by: Li, Chin-Jou, et al.
Published: (2025)
Cross-Learning Fine-Tuning Strategy for Dysarthric Speech Recognition Via CDSD database
by: Xiao, Qing, et al.
Published: (2025)
by: Xiao, Qing, et al.
Published: (2025)
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
by: Wagner, Dominik, et al.
Published: (2025)
by: Wagner, Dominik, et al.
Published: (2025)
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility
by: Zheng, Xiuwen, et al.
Published: (2024)
by: Zheng, Xiuwen, et al.
Published: (2024)
A Self-Refining Framework for Enhancing ASR Using TTS-Synthesized Data
by: Chou, Cheng-Kang, et al.
Published: (2025)
by: Chou, Cheng-Kang, et al.
Published: (2025)
Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations
by: Huang, Kuan-Tang, et al.
Published: (2026)
by: Huang, Kuan-Tang, et al.
Published: (2026)
Timed text extraction from Taiwanese Kua-á-hì TV series
by: Huang, Tzu-Hung, et al.
Published: (2026)
by: Huang, Tzu-Hung, et al.
Published: (2026)
The NTNU System at the S&I Challenge 2025 SLA Open Track
by: Lin, Hong-Yun, et al.
Published: (2025)
by: Lin, Hong-Yun, et al.
Published: (2025)
SloPal: A 60-Million-Word Slovak Parliamentary Corpus with Aligned Speech and Fine-Tuned ASR Models
by: Božík, Erik, et al.
Published: (2025)
by: Božík, Erik, et al.
Published: (2025)
Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR
by: Wang, Weiqing, et al.
Published: (2024)
by: Wang, Weiqing, et al.
Published: (2024)
Similar Items
-
Efficient Dialect-Aware Modeling and Conditioning for Low-Resource Taiwanese Hakka Speech Processing
by: Peng, An-Ci, et al.
Published: (2026) -
TG-ASR: Translation-Guided Learning with Parallel Gated Cross Attention for Low-Resource Automatic Speech Recognition
by: Yang, Cheng-Yeh, et al.
Published: (2026) -
Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement
by: Wang, Chien-Chun, et al.
Published: (2026) -
Breeze Taigi: Benchmarks and Models for Taiwanese Hokkien Speech Recognition and Synthesis
by: Lan, Yu-Siang, et al.
Published: (2026) -
Speech-FT: Merging Pre-trained And Fine-Tuned Speech Representation Models For Cross-Task Generalization
by: Lin, Tzu-Quan, et al.
Published: (2025)