Re:Mozilla Overhauls Speech-To-Text Contribution Interface
by amelius on Sunday July 01, 2018 @03:56PM
(#17437241)
Did they consider to use MTurk for this?
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Re:Mozilla Overhauls Speech-To-Text Contribution Interface
by nmstoker on Sunday July 01, 2018 @04:42PM
(#17437439)
If you think about it, this is a Mechanical Turk approach, just done for free with volunteers not with the financial impetus of MTurk. That's why they've given particular attention to the second pass over the data.
If you want to read more about it, the GitHub repo and in particular the issues cover a lot of the obvious questions like this. They're here: https://github.com/mozilla/voice-web/issues
Re:Mozilla Overhauls Speech-To-Text Contribution Interface
by punchingwater on Monday July 02, 2018 @05:09AM
(#17440273)
In the early days of this project, before we shipped the website (ie. ~March of 2017), we did some explorations around Mechanical Turk. The problem with the Mech Turk approach is that for recording your voices you need a lot of different people speaking (ie. 10s of thousands). But for languages other than English, Mech Turk simply doesn't have these kind of numbers. And indeed English is not that interesting to us, since there exists public data already in English (see LibriSpeech). There are of course other micro-task platforms popular in other countries (for instance, there's a myriad in Indonesia), but we didn't have the time to manage jobs on all these different platforms.
However, Mech Turk is better for things like validation, since you only need a handful of people doing the majority of work.
In any case, I have some very hacky tools we used for this exploration, if you are interested: https://github.com/mikehenrty/mech-turk/