How to choose a neural network architecture for speech command recognition?

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Ekaterina07102021-02-25 18:16:15

Python

Ekaterina0710, 2021-02-25 18:16:15

How to choose a neural network architecture for recognizing speech commands (individual words, without noise and interference)? What types of neural network architecture are now most widely used specifically for word recognition?

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2 answer(s)

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dmshar, 2021-02-25
@dmshar

Have you tried searching yourself?
https://www.azoft.ru/blog/how-to-train-a-neural-ne...
https://habr.com/ru/post/429778/
https://neurohive.io/ru/ tag/raspoznavanie-rechi/
https://moluch.ru/conf/tech/archive/3/712/
https://www.gramota.net/materials/1/2014/3/14.html
proceedings.spiiras.nw .ru/index.php/sp/article/vie...

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nshmyrev, 2021-03-04
@nshmyrev

It is better not only to choose an architecture, but to take a ready-made package for recognition. There will be a neural network, and a harness for training, and everything else:
https://colab.research.google.com/github/NVIDIA/Ne...