1 code implementation • 16 Dec 2023 • Matthew Perez, Duc Le, Amrit Romana, Elise Jones, Keli Licata, Emily Mower Provost
In this paper, we propose a novel, sequence-to-sequence (seq2seq) model that is trained end-to-end (E2E) to perform both ASR and paraphasia detection tasks.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 28 Sep 2021 • Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost
Lastly, we analyze the F-value scores of VTC features to visualize which channels are most related to motor score.
no code implementations • NAACL 2021 • Zakaria Aldeneh, Matthew Perez, Emily Mower Provost
Paralinguistics, the non-lexical components of speech, play a crucial role in human-human interaction.
no code implementations • 7 Aug 2020 • Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost
Speech is a critical biomarker for Huntington Disease (HD), with changes in speech increasing in severity as the disease progresses.