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Intron AfriSpeech-200 Automatic Speech Recognition Challenge

$5 000 USD
Completed (over 3 years ago)
Automatic Speech Recognition
468 joined
41 active
Starti
17 Feb 23
Closei
28 May 23
Reveali
28 May 23
7th place solution
Platform · 29 May 2023, 16:44 · 4

I've only worked on the competition for it's last 6-7 days only, so I'm pretty happy to have landed on the 7th place :)

I used whisper's tiny, base, small and medium models. I've fine-tuned each and ensembled them for prediction with beam search.

Digging into the codebase to see how I can fine-tune and ensemble was quite an experience. Beam search is in whisper's code so it was free.

Discussion 4 answers
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Thank you for sharing you idea of your solution!

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Koleshjr

Congrats Could you kindly share a baseline notebook that runs on google collab ?

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I have a 3090 so I've never really used google collab.

Also I've thrown together everything in just a week's time, so I don't think I'll do that, sorry:(

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