What is the best lemmatizer now?

I tried stanza and HanLP, and the release year of them are 2020 and 2021 respectively. And their lemmatizers work not well, because they regard the "whooshing" as a NOUN in this sentence, inducing the lemma of it regarded as "whooshing" rather than "whoosh":

> Leeyay made a whooshing, breathy sound that I thought meant they were either frustrated or sad. “Yes,” they agreed.

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