Skip to main content

Blog

Learn About Our Meetup

5000+ Members

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

[D] Speech Pronunciation Recognition (and Feedback for pronunciation coaching)

Hi all,

I was checking out this video about an ‘AI-enabled speech pronunciation coaching app’ where it records your voice and gives feedback on your (English) pronunciation. With details on which part of the word needs more practice. Please watch a snippet of the video demonstrating it here.

Can someone recommend me papers/repositories explaining the algorithms and method that (most likely) enables the app to do exactly this?

My take on it will be using ASR (Automatic Speech Recognition) to do speech to phonemes and phonemes to a special grammar (e.g. ARPABET). Then the recognised speech, in the special grammar, is compared to the truth. If it matches, then your pronunciation is perfect. Otherwise, it will give you feedback on the specific part of the word that needs practice.

Thanks!

submitted by /u/VividFee
[link] [comments]