Does deep speech makes word prediction based on words in sentence, and if the words in sentence are not meaningful do they have any negative effect on the trained model?
Also when the vocabulary is created, should it be created with words or sentences?
Thanks in advance,
lissyx
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2
In order to get the content I am splitting long audios into chunks and, for these chunks I am writing the corresponding sentences, but the problem is that sometimes the splited audio contains non-meaningful sentences. Is it ok to use these for both acoustic model and the language model?
thanks
lissyx
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10
Like those two examples above ? They don’t feel such non-meaningful to me :).
I’d say if you really worry, don’t put them into the language model, but you should still be able to rely on their knowledge for the acoustic part.