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cs.SD2026
Optimal Transport-based Semantic Alignment for LLM-based Audio-Visual Speech Recognition
Xugang Lu, Peng Shen, Yu Tsao +1
Large language model (LLM)-based audio-visual speech recognition (LLM-AVSR) has recently demonstrated strong robustness in adverse acoustic environments by leveraging complementary…
cs.SD2024
Temporal Order Preserved Optimal Transport-based Cross-modal Knowledge Transfer Learning for ASR
Xugang Lu, Peng Shen, Yu Tsao +1
Transferring linguistic knowledge from a pretrained language model (PLM) to an acoustic model has been shown to greatly improve the performance of automatic speech recognition (ASR…