Python Deep Learning by Gianmario Spacagna & Daniel Slater & Valentino Zocca & Peter Roelants

Author:Gianmario Spacagna & Daniel Slater & Valentino Zocca & Peter Roelants [Spacagna, Gianmario]
Language: eng
Format: azw3, epub
Publisher: Packt Publishing
Published: 2017-05-04T04:00:00+00:00

Speech recognition pipeline

Speech recognition tries to find a transcription of the most probable word sequence considering the acoustic observations provided; this is represented by the following:

transcription = argmax( P(words | audio features))

This probability function is typically modeled in different parts (note that the normalizing term P (audio features) is usually ignored):

P (words | audio features) = P (audio features | words) * P (words)

= P (audio features | phonemes) * P (phonemes | words) * P (words)

Download

Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.