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Katrin Tomanek — most-cited papers & profile · Speech Audio
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overview
Katrin Tomanek
10
papers ·
59
citations ·
21
h-index
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Most-cited papers
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech
2021 · 38 citations
On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech
2021 · 12 citations
Speech Recognition With Llms Adapted To Disordered Speech Using Reinforcement Learning
2024 · 4 citations
An analysis of degenerating speech due to progressive dysarthria on ASR performance
2022 · 1 citations
Towards a Single ASR Model That Generalizes to Disordered Speech
2024
Comparing Supervised Models And Learned Speech Representations For Classifying Intelligibility Of Disordered Speech On Selected Phrases
2021
Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets
2021
Assessing ASR Model Quality on Disordered Speech using BERTScore
2022
Learnings from curating a trustworthy, well-annotated, and useful dataset of disordered English speech
2024
Top co-authors
Jimmy Tobin
· 6
Subhashini Venugopalan
· 4
Jordan R. Green
· 3
Katie Seaver
· 3
Richard Cave
· 3
Marilyn Ladewig
· 2
Pan-Pan Jiang
· 2
Angad Chandorkar
· 1
Chirag Nagpal
· 1
Dirk Padfield
· 1
Fadi Biadsy
· 1
Fran\c{c}oise Beaufays
· 1
Topics
Speech Recognition
Speech Translation
Audio Understanding
Text-to-Speech
Speech Enhancement
Speaker Analysis