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Beach Wreck Ignition: Challenges in open source voice
--client
lca
--show
lca2019
--room a1 14524 --force
Next: 13 Lets LISP like it's 1959
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Marks
Author(s):
Kathy Reid
Location
A1
Date
jan Thu 24
Days Raw Files
Start
14:25
First Raw Start
14:00
Duration
0:45:0
Offset
0:24:01
End
15:10
Last Raw End
15:26
Chapters
00:00
0:06:04
0:36:03
0:41:16
Total cuts_time
48 min.
https://2019.linux.conf.au/schedule/presentation/148/
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This session will look at why open source voice is so difficult, and what strategies are currently being applied to meet these challenges. Real time speech to text- including hardware limitations, difficulties with on-device STT, challenges with cloud based STT including responsiveness. Machine learning and training challenges - including debugging poor fit models, sourcing significant data sets and training new models Multiple languages, localisation and internationalisation - including language idiosyncrasies, slang and handling intent collisions across multiple Skills Voice user interaction - the challenge of producing a voice interaction that is both useful AND human-like
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