4 ms·
I'd like to know its accuracy on the sound of Rhabarberbarbara[0] or Nackenzacken[1]. [0]https://www.youtube.com/watch?v=l3_tRPRt9x8 https://www.youtube.com/w
by maratc 4y ago
I'd like to know its accuracy on the sound of Rhabarberbarbara[0] or Nackenzacken[1].
[0]https://www.youtube.com/watch?v=l3_tRPRt9x8 https://www.youtube.com/watch?v=l3_tRPRt9x8
[1]https://www.youtube.com/watch?v=Mngm8k4_qAc https://www.youtube.com/watch?v=Mngm8k4_qAc
- marshray 4y agoBet it'd do just fine - maybe better than humans. People just get confused by large numbers of similar syllables because we have to buffer them for more processing. I suspect a pure speech-to-text model doesn't need to worry so much about context and can just take the syllables one by one.
- fxtentacle 4y agoActually, this model uses attention layers which are kind of like a query/key=>value look-up and allow the model to merge the knowledge from neighboring time-steps into the current logit prediction. The result is that this model performs worse for highly repetitive words, just like humans do.
- marshray 4y agoThis stuff is so fascinating, I really need to learn more about it. :-)