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Phonemes vs. Projectors: An Investigation of Speech-Language Interfaces for LLM-based ASR

Li, Ziwei et al.
arXiv (All) · Papers
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audio-and-speech-processing
Integrating pretrained speech encoders with large language models (LLMs) is promising for ASR, but performance and data efficiency depend on the speech-language interface. A common choice is a learned projector that maps encoder features into the LLM embedding space, whereas an alternative is to exp
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