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Improve accuracy of show language identification. #7

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shawnCaza opened this issue Jun 23, 2024 · 0 comments
Open

Improve accuracy of show language identification. #7

shawnCaza opened this issue Jun 23, 2024 · 0 comments
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bug Something isn't working Python - scraper Issues related to the python scraping / data processing portion of the code base.

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@shawnCaza
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shawnCaza commented Jun 23, 2024

At present, in the DB shows.lang is populated during the ai_ep_summary process.

Generally this seems to work well. However, the results are not always what is desired. For example: An English show that plays world music may be incorrectly labelled. This is currently the case for show.'id = 146152.

A tricky component of this is it's computationally expensive to transcribe an entire hour+ long episode. So I have been determining language based on short snippets. A show may also contain station ads that don't necessarily reflect the language of the show itself.

There is also one unusual case where a show is officially trilingual (show.'id = 3033), and a show that is half English and half French(show.id = 269938)

It's probably too much to handle all of the rare special cases, but some improvement on the current situation might be possible.

A loosely related issue is that I don't wish to create summaries for shows that are music only. As a result I've manually entered the value 'skip' in the lang column for such shows as a short term band aid solution.

@shawnCaza shawnCaza added bug Something isn't working Python - scraper Issues related to the python scraping / data processing portion of the code base. labels Jun 23, 2024
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