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SLT 2022 Notes

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Attending an Offline Conference Again  I was fortunate to have an opportunity to attend the Spoken Language Technology workshop 2022, held from 9th to 12th January in Doha, Qatar. I presented my final PhD work at the conference. Going back to an (almost) in-person conference was so refreshing and I learned so many things. In this post, I'll summarise my takeaways from the SLT 2022 conference. The photo below is the conference venue, Marsa Malaz Kempinski.  Human Speech Processing and Neural Networks As a linguistics student (back in 2012), I've been always keen to learn studies on relevance of human language processing to computer speech processing. On this topic, I remember one of the keynote presentations and one poster. The first keynote talk by Nima Mesgarani was interesting, mentioning that the shallow layers of an RNN-T encoder learns acoustic and phonetic information occurring in short time frames while the later layers capture lexical and semantic information which ca...