Matthew Perez

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Lexical Features

Cognitive Impairment

Speech Emotion Recognition

Amyotrophic Lateral Sclerosis

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Matthew Perez, Aneesha Sampath, Minxue Niu, Emily Mower Provost
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models. CoRR (2024)
James Tavernor, Matthew Perez, Emily Mower Provost
Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition. INTERSPEECH (2023)
Yang Yu, Matthew Perez, Ankur Bapna, Fadi Haik, Siamak Tazari, Yu Zhang
PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text. INTERSPEECH (2023)
Matthew Perez, Duc Le, Amrit Romana, Elise Jones, Keli Licata, Emily Mower Provost
Seq2seq for Automatic Paraphasia Detection in Aphasic Speech. CoRR (2023)
Amrit Romana, Minxue Niu, Matthew Perez, Angela Roberts, Emily Mower Provost
Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech. INTERSPEECH (2022)
Matthew Perez, Mimansa Jaiswal, Minxue Niu, Cristina Gorrostieta, Matthew Roddy, Kye Taylor, Reza Lotfian, John Kane, Emily Mower Provost
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition. INTERSPEECH (2022)
Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost
Articulatory Coordination for Speech Motor Tracking in Huntington Disease. CoRR (2021)
Amrit Romana, John Bandon, Matthew Perez, Stephanie Gutierrez, Richard Richter, Angela Roberts, Emily Mower Provost
Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson's Disease. Interspeech (2021)
Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost
Articulatory Coordination for Speech Motor Tracking in Huntington Disease. Interspeech (2021)
Zakaria Aldeneh, Matthew Perez, Emily Mower Provost
Learning Paralinguistic Features from Audiobooks through Style Voice Conversion. NAACL-HLT (2021)
Matthew Perez, Zakaria Aldeneh, Emily Mower Provost
Aphasic Speech Recognition using a Mixture of Speech Intelligibility Experts. CoRR (2020)
Matthew Perez, Zakaria Aldeneh, Emily Mower Provost
Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts. INTERSPEECH (2020)
Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost
Classification of Huntington Disease using Acoustic and Lexical Features. CoRR (2020)
Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost
Classification of Huntington Disease Using Acoustic and Lexical Features. INTERSPEECH (2018)
Louis Daudet, Nikhil Yadav, Matthew Perez, Christian Poellabauer, Sandra L. Schneider, Alan Huebner
Portable mTBI Assessment Using Temporal and Frequency Analysis of Speech. IEEE J. Biomed. Health Informatics 21 (2) (2017)