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Multispeaker WER about jiwer HOT 2 OPEN

jitsi avatar jitsi commented on June 8, 2024 1
Multispeaker WER

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Comments (2)

nikvaessen avatar nikvaessen commented on June 8, 2024

I think there are two ways of implementing this:

  1. we need a either wrap around asclite which will require shipping its binary for every platform
  2. or write a custom dynamic programming solution, which would be most likely be very slow if implemented in python, or difficult if it needs to be written in C (I don't have much if any experience in writing C and integrating it into a python application).

How would you use this feature? Are there many speech datasets which have this problem?

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mpariente avatar mpariente commented on June 8, 2024

Thanks for your answer.

How would you use this feature? Are there many speech datasets which have this problem?

All datasets that include overlapping speech have this problem. Few examples: Chime5-6, AMI, wsj0-mix, Librimix. In order to evaluate speech separation algorithm, this seems to be needed.

I'd go with solution 1.
I personally wouldn't ship the binaries but link to the installation instructions. This would be an optional feature of jiwer, and the user would need to make an extra step to benefit from it. WDYT?

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