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Been testing some open-source and commercial ASR tools on bilingual speech, mainly English-Malay and English-Tamil.

July 24, 2025

Most of them choke on the switch, especially if the base language is non-Western.

Has anyone seen success with ASR models that support multilingual code-switching out of the box? I know Whisper supports a bunch of languages, but the transition quality hasn’t been great for me.

Would love to hear what others have tried (or what research points to something promising).

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←Just found out that staking isn’t allowed in some US states, and of course, I happen to be in one of them 😩
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