Improving Non-autoregressive Translation Quality with Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTC
Fuente:
arXiv
Saved in:
| Main Authors: | Syu, Shen-sian, Xie, Juncheng, Lee, Hung-yi |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Non-instructional Fine-tuning: Enabling Instruction-Following Capabilities in Pre-trained Language Models without Instruction-Following Data
by: Xie, Juncheng, et al.
Published: (2024)
by: Xie, Juncheng, et al.
Published: (2024)
Prompt-Based One-Shot Exact Length-Controlled Generation with LLMs
by: Xie, Juncheng, et al.
Published: (2025)
by: Xie, Juncheng, et al.
Published: (2025)
CTC-based Non-autoregressive Textless Speech-to-Speech Translation
by: Fang, Qingkai, et al.
Published: (2024)
by: Fang, Qingkai, et al.
Published: (2024)
TASTE-Streaming: Towards Streamable Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
by: Tseng, Liang-Hsuan, et al.
Published: (2026)
by: Tseng, Liang-Hsuan, et al.
Published: (2026)
Over-Reasoning and Redundant Calculation of Large Language Models
by: Chiang, Cheng-Han, et al.
Published: (2024)
by: Chiang, Cheng-Han, et al.
Published: (2024)
Improving Non-autoregressive Machine Translation with Error Exposure and Consistency Regularization
by: Chen, Xinran, et al.
Published: (2024)
by: Chen, Xinran, et al.
Published: (2024)
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling
by: Huang, Shao-Syuan, et al.
Published: (2024)
by: Huang, Shao-Syuan, et al.
Published: (2024)
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
by: Tan, Weiting, et al.
Published: (2024)
by: Tan, Weiting, et al.
Published: (2024)
Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning
by: Huang, Shih-Cheng, et al.
Published: (2022)
by: Huang, Shih-Cheng, et al.
Published: (2022)
What Have We Achieved on Non-autoregressive Translation?
by: Li, Yafu, et al.
Published: (2024)
by: Li, Yafu, et al.
Published: (2024)
Improvement in Sign Language Translation Using Text CTC Alignment
by: Tan, Sihan, et al.
Published: (2024)
by: Tan, Sihan, et al.
Published: (2024)
InstructionCP: A fast approach to transfer Large Language Models into target language
by: Chen, Kuang-Ming, et al.
Published: (2024)
by: Chen, Kuang-Ming, et al.
Published: (2024)
Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection
by: Lin, Hsi-Che, et al.
Published: (2024)
by: Lin, Hsi-Che, et al.
Published: (2024)
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
by: Tseng, Liang-Hsuan, et al.
Published: (2025)
by: Tseng, Liang-Hsuan, et al.
Published: (2025)
When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models
by: Li, Chen-An, et al.
Published: (2025)
by: Li, Chen-An, et al.
Published: (2025)
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Causal Tracing of Audio-Text Fusion in Large Audio Language Models
by: Chen, Wei-Chih, et al.
Published: (2026)
by: Chen, Wei-Chih, et al.
Published: (2026)
MMMOS: Multi-domain Multi-axis Audio Quality Assessment
by: Lin, Yi-Cheng, et al.
Published: (2025)
by: Lin, Yi-Cheng, et al.
Published: (2025)
Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models
by: Lin, Yu-Xiang, et al.
Published: (2025)
by: Lin, Yu-Xiang, et al.
Published: (2025)
Maximizing Data Efficiency for Cross-Lingual TTS Adaptation by Self-Supervised Representation Mixing and Embedding Initialization
by: Huang, Wei-Ping, et al.
Published: (2024)
by: Huang, Wei-Ping, 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)
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations
by: Chiang, Cheng-Han, et al.
Published: (2024)
by: Chiang, Cheng-Han, et al.
Published: (2024)
Can LLMs Understand the Implication of Emphasized Sentences in Dialogue?
by: Lin, Guan-Ting, et al.
Published: (2024)
by: Lin, Guan-Ting, et al.
Published: (2024)
Guiding Frame-Level CTC Alignments Using Self-knowledge Distillation
by: Kim, Eungbeom, et al.
Published: (2024)
by: Kim, Eungbeom, et al.
Published: (2024)
SPAR-K: Scheduled Periodic Alternating Early Exit for Spoken Language Models
by: Huang, Hsiao-Ying, et al.
Published: (2026)
by: Huang, Hsiao-Ying, et al.
Published: (2026)
A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives
by: Li, Zihao, et al.
Published: (2024)
by: Li, Zihao, et al.
Published: (2024)
Spoken Stereoset: On Evaluating Social Bias Toward Speaker in Speech Large Language Models
by: Lin, Yi-Cheng, et al.
Published: (2024)
by: Lin, Yi-Cheng, et al.
Published: (2024)
Unsupervised Pretraining for Fact Verification by Language Model Distillation
by: Bazaga, Adrián, et al.
Published: (2023)
by: Bazaga, Adrián, et al.
Published: (2023)
Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models
by: Lu, Ke-Han, et al.
Published: (2025)
by: Lu, Ke-Han, et al.
Published: (2025)
Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations
by: Lin, Guan-Ting, et al.
Published: (2024)
by: Lin, Guan-Ting, et al.
Published: (2024)
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
by: Peng, Yifan, et al.
Published: (2024)
by: Peng, Yifan, et al.
Published: (2024)
Gender Bias in Instruction-Guided Speech Synthesis Models
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
CTC-DID: CTC-Based Arabic dialect identification for streaming applications
by: Farooq, Muhammad Umar, et al.
Published: (2026)
by: Farooq, Muhammad Umar, et al.
Published: (2026)
MI-Fuse: Label Fusion for Unsupervised Domain Adaptation with Closed-Source Large-Audio Language Model
by: Huang, Hsiao-Ying, et al.
Published: (2025)
by: Huang, Hsiao-Ying, et al.
Published: (2025)
Rethinking Dense Sequential Chains: Reasoning Language Models Can Extract Answers from Sparse, Order-Shuffling Chain-of-Thoughts
by: Chen, Yi-Chang, et al.
Published: (2026)
by: Chen, Yi-Chang, et al.
Published: (2026)
Gradient Localization Improves Lifelong Pretraining of Language Models
by: Fernandez, Jared, et al.
Published: (2024)
by: Fernandez, Jared, et al.
Published: (2024)
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Non-Linear Scoring Model for Translation Quality Evaluation
by: Gladkoff, Serge, et al.
Published: (2025)
by: Gladkoff, Serge, et al.
Published: (2025)
Similar Items
-
Non-instructional Fine-tuning: Enabling Instruction-Following Capabilities in Pre-trained Language Models without Instruction-Following Data
by: Xie, Juncheng, et al.
Published: (2024) -
Prompt-Based One-Shot Exact Length-Controlled Generation with LLMs
by: Xie, Juncheng, et al.
Published: (2025) -
CTC-based Non-autoregressive Textless Speech-to-Speech Translation
by: Fang, Qingkai, et al.
Published: (2024) -
TASTE-Streaming: Towards Streamable Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
by: Tseng, Liang-Hsuan, et al.
Published: (2026) -
Over-Reasoning and Redundant Calculation of Large Language Models
by: Chiang, Cheng-Han, et al.
Published: (2024)