How can I improve Watson Speech to Text accuracy?

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I understand that Watson Speech To Text is somewhat calibrated for colloquial conversation and for 1 or 2 speakers. I also know that it can deal with FLAC better than WAV and OGG.

I would like to know how could I improve the algorithm recognition, acoustically speaking.

I mean, does increasing volume help? Maybe using some compression filter? Noise reduction?

What kind of pre processing could help for this service?

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