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02/13/2023
Towards Agile Text Classifiers for Everyone
Text-based safety classifiers are widely used for content moderation and...
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10/31/2022
An analysis of degenerating speech due to progressive dysarthria on ASR performance
Although personalized automatic speech recognition (ASR) models have rec...
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09/21/2022
Assessing ASR Model Quality on Disordered Speech using BERTScore
Word Error Rate (WER) is the primary metric used to assess automatic spe...
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05/08/2022
Context-Aware Abbreviation Expansion Using Large Language Models
Motivated by the need for accelerating text entry in augmentative and al...
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10/09/2021
Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets
This study investigates the performance of personalized automatic speech...
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09/14/2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech
Automatic Speech Recognition (ASR) systems are often optimized to work b...
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07/08/2021
Comparing Supervised Models And Learned Speech Representations For Classifying Intelligibility Of Disordered Speech On Selected Phrases
Automatic classification of disordered speech can provide an objective t...
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06/18/2021
On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech
While current state-of-the-art Automatic Speech Recognition (ASR) system...
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02/21/2019