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Podcast: DataTalks.Club
Episode: Human-Centered AI for Disordered Speech Recognition - Katarzyna Foremniak
Description: We talked about:
00:00 DataTalks.Club intro
08:06 Background and career journey of Katarzyna
09:06 Transition from linguistics to computational linguistics
11:38 Merging linguistics and computer science
15:25 Understanding phonetics and morpho-syntax
17:28 Exploring morpho-syntax and its relation to grammar
20:33 Connection between phonetics and speech disorders
24:41 Improvement of voice recognition systems
27:31 Overview of speech recognition technology
30:24 Challenges of ASR systems with atypical speech
30:53 Strategies for improving recognition of disordered speech
37:07 Data augmentation for training models
40:17 Transfer learning in speech...