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Residual adapters for parameter-efficient ASR adaptation to atypical and accented speech
Automatic Speech Recognition (ASR) systems are often optimized to work best for speakers
with canonical speech patterns. Unfortunately, these systems perform poorly when tested on …
with canonical speech patterns. Unfortunately, these systems perform poorly when tested on …
[HTML][HTML] Recent advancements in automatic disordered speech recognition: A survey paper
N Gohider, OA Basir - Natural Language Processing Journal, 2024 - Elsevier
Abstract Automatic Speech Recognition technology (ASR) has recently witnessed a
paradigm shift with respect to performance accuracy. Nevertheless, impaired speech …
paradigm shift with respect to performance accuracy. Nevertheless, impaired speech …
Analysis and classification of speech sounds of children with autism spectrum disorder using acoustic features
Children with autism spectrum disorder (ASD) produce speech sounds different from that of
Normal or non-ASD children. Hence, analyzing acoustic features can help characterizing the …
Normal or non-ASD children. Hence, analyzing acoustic features can help characterizing the …
“Alexa, you're really stupid”: A longitudinal field study on communication breakdowns between family members and a voice assistant
In this paper, we present the results of our long-term study on use of a voice assistant
(Amazon Alexa via Amazon Echo Dot) in nine families with children and no previous …
(Amazon Alexa via Amazon Echo Dot) in nine families with children and no previous …
Personalized automatic speech recognition trained on small disordered speech datasets
This study investigates the performance of personalized automatic speech recognition
(ASR) for recognizing disordered speech using small amounts of per-speaker adaptation …
(ASR) for recognizing disordered speech using small amounts of per-speaker adaptation …
Evaluation of AI tools for healthcare networks at the cloud-edge interaction to diagnose autism in educational environments
Y Pan, A Foroughi - Journal of Cloud Computing, 2024 - Springer
Physical, social, and routine environments can be challenging for learners with autism
spectrum disorder (ASD). ASD is a developmental disorder caused by neurological …
spectrum disorder (ASD). ASD is a developmental disorder caused by neurological …
Exploring adapters with conformers for children's automatic speech recognition
The high variability in acoustic, pronunciation, and linguistic characteristics of children's
speech makes of children's automatic speech recognition (ASR) a complex task. Training a …
speech makes of children's automatic speech recognition (ASR) a complex task. Training a …
Extending parrotron: An end-to-end, speech conversion and speech recognition model for atypical speech
We present an extended Parrotron model: a single, end-to-end network that enables voice
conversion and recognition simultaneously. Input spectrograms are transformed to output …
conversion and recognition simultaneously. Input spectrograms are transformed to output …
Diagnostic tools for detecting autism spectrum disorder: A review
The autism spectrum disorder (ASD) is a developmental disability caused by abnormalities
in the brain. Different methods have been used to diagnose ASD in the past, each with its …
in the brain. Different methods have been used to diagnose ASD in the past, each with its …
Improvement in automatic speech recognition of south asian accent using transfer learning of deepspeech2
Automatic speech recognition (ASR) has ensured a convenient and fast mode of
communication between humans and computers. It has become more accurate over the …
communication between humans and computers. It has become more accurate over the …