Kathleen Siminyu
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (15)
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Interdisciplinary Bridge
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Cross-Pollinator
(11)
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Renaissance Researcher
(6)
π₯
Mega-Team
(47)
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Keyword Champion
Conferences
ACL (3)
INTERSPEECH (2)
EMNLP (1)
Top co-authors
Keywords
low-resource language
(4)
automatic speech recognition
(2)
speech dataset
(2)
speech recognition
(2)
phoneme recognition
(1)
training datum
(1)
model degradation
(1)
demographic bia
(1)
multilingual speech
(1)
end-to-end model
(1)
phonetic representation
(1)
african language
(1)
linguistic diversity
(1)
endangered language
(1)
training set
(1)
speaker diversity
(1)
universal phone recognition
(1)
phonetically transcribed dataset
(1)
language-independent recognition
(1)
multilingual recognition
(1)
Papers
On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition
ACL 2025
Corpus Development of Kiswahili Speech Recognition Test and Evaluation sets, Preemptively Mitigating Demographic Bias Through Collaboration with Linguists
ACL 2022
Phoneme Recognition Through Fine Tuning of Phonetic Representations: A Case Study on Luhya Language Varieties
INTERSPEECH 2021
Tusom2021: A Phonetically Transcribed Speech Dataset from an Endangered Language for Universal Phone Recognition Experiments
INTERSPEECH 2021
AI4D - African Language Dataset Challenge
ACL 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
EMNLP 2020