What are common tools for speech recognition ? What are the advantages and disadvantages of each?

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There are several ready tools for speech recognition, that one can use to train custom models given the appropriate dataset.

CMU Sphinx : Used more in an academic setting, one of the oldest libraries.

Kaldi – hard to set up, very flexible to use. Typically used by academics.

Deep Speech – Easy to set up, reasonably flexible to use

Google API : Speaker segmentation is supported.

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