IMPROVING DOMAIN-SPECIFIC ASR FOR SOCCER BROADCAST COMMENTARY
It is found that fine-tuning is a prerequisite for these inference-time techniques: without domain adaptation, prompting and shallow fusion cause severe hallucination on air traffic control speech, suggesting that domain difficulty determines whether prompting can work without fine-tuning.
Philip Awada, Petr Motlícek
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