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Several questions about open_stt HOT 5 CLOSED

snakers4 avatar snakers4 commented on May 23, 2024
Several questions

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Comments (5)

snakers4 avatar snakers4 commented on May 23, 2024

Hi,

(1)
Did not track
We do not have proper labels for speakers in this dataset

(2)
There is an issue where I posted a bench on the dataset with CER
You can just take a subset with low CER, i.e. CER < 5%
Most likely it will be free of noise
Also note that some dataset parts, i.e. prank calls, are very noisy by definition

(3)
Hard to say, but probably radio_2 or youtube

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snakers4 avatar snakers4 commented on May 23, 2024

We do not have proper labels for speakers in this dataset

Though we are planning to apply our speaker encoders retroactively, as soon as we have trained them

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JBloodless avatar JBloodless commented on May 23, 2024

Ok, what speaker_set in public meta means? Can I believe that speakers in one set is the same (have same pitches, spectral coloration etc.)?

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snakers4 avatar snakers4 commented on May 23, 2024

Ok, what speaker_set in public meta means? Can I believe that speakers in one set is the same (have same pitches, spectral coloration etc.)?

It is the same set of speakers within the same speaker_set
You can believe that if speaker_set_1 != speaker_set2, then in any 2 given audios from set1 and set2 speakers will be 100% different

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snakers4 avatar snakers4 commented on May 23, 2024

I.e. speaker_set1 may contain N speakers
speaker_set2 may contain M speakers different from N

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