A Basic Introduction to Speech Recognition (Hidden Markov Model & Neural Networks)
This video provides a very basic introduction to speech recognition, explaining linguistics (phonemes), the Hidden Markov Model and Neural Networks. In short: Speech Recognition for Dummies!
00:51 - From an analog to a digital environment
04:22 - Linguistics
05:47 - Hidden Markov Model
10:54 - Artificial Neural Networks
In August 2018, we organised a workshop at our job about speech recognition. Being in charge to explain the technology behind speech recognition, we created a dynamic session where we explained the concepts both in person and via video for a good visualization. To facilitate this interaction, we created digital versions of ourselves: e-Rodi & e-Hanni. Satisfied with the feedback during the workshop, we decided to also film the parts in between to make it a full story to share online. We hope this video can help you understand speech recognition better!
Enjoy!
Rodolphe & Hannes
NB: the probabilities used in the part of the HMM (e.g. 0,6; 0,9; ...) were just chosen to explain the concept and are not a true representation of the actual probabilities.
#speechrecognition #hiddenmarkovmodel #neuralnetworks #easilyexplained #speechprocessing
Watch video A Basic Introduction to Speech Recognition (Hidden Markov Model & Neural Networks) online without registration, duration hours minute second in high quality. This video was added by user Hannes van Lier 02 September 2018, don't forget to share it with your friends and acquaintances, it has been viewed on our site 62,60 once and liked it 2.1 thousand people.