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20222026
most citedSpeech-FT: Merging Pre-trained And Fine-Tuned Speech Representation Models For Cross-Task Generalization

3 citations · 3 across the 15 of their papers we have counts for

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eess.AS2025

DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment

Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu +25

We introduce DeSTA2.5-Audio, a general-purpose Large Audio Language Model (LALM) designed for robust auditory perception and instruction-following. Recent LALMs augment Large Langu…

cs.CL2025

SUTA-LM: Bridging Test-Time Adaptation and Language Model Rescoring for Robust ASR

Wei-Ping Huang, Guan-Ting Lin, Hung-yi Lee

Despite progress in end-to-end ASR, real-world domain mismatches still cause performance drops, which Test-Time Adaptation (TTA) aims to mitigate by adjusting models during inferen…

cs.CL2025★ 3 cited

Speech-FT: Merging Pre-trained And Fine-Tuned Speech Representation Models For Cross-Task Generalization

Tzu-Quan Lin, Wei-Ping Huang, Hao Tang +1

Fine-tuning speech representation models can enhance performance on specific tasks but often compromises their cross-task generalization ability. This degradation is often caused b…