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AMI beamformed mic option #1048

Merged
merged 2 commits into from
May 1, 2023
Merged

AMI beamformed mic option #1048

merged 2 commits into from
May 1, 2023

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desh2608
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AMI comes with official beamformed recordings, so we also add this option.

Usage: lhotse prepare ami --mic mdm8-bf /path/to/amicorpus data/

@desh2608 desh2608 requested a review from pzelasko May 1, 2023 16:58
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Cool, I didn’t know that. I’m curious; are there any results for this setup vs others?

@pzelasko pzelasko merged commit f1fd23d into lhotse-speech:master May 1, 2023
@pzelasko pzelasko added this to the v1.15 milestone May 1, 2023
@desh2608 desh2608 deleted the ami_bf branch May 1, 2023 17:47
@desh2608
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desh2608 commented May 1, 2023

I think these were created using BeamformIt (most likely using the Kaldi AMI recipe), so the same results from that recipe should hold. On the dev set, SDM gets 33.3% and MDM gets 31.8% with the latest chain TDNN model.

In general, users can simply download the MDM recordings and run beamforming, but I thought it would save storage and effort to provide an option for already beamformed mics.

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2 participants