Matthew Perez

According to our database, Matthew Perez authored at least 14 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multimodal Classroom Diarization with GPT Re-scoring: Teacher or Student?

Matthew Perez, Berk Coker, Kemal Berk Kocabagli, Jessica Vitale, Alyssa Van Camp

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

2024

Machine Learning Approaches for Quantitative Analysis and Characterization of Pathological Speech Disorders

Matthew Perez

PhD thesis, 2024

Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models.

Matthew Perez, Aneesha Sampath, Minxue Niu, Emily Mower Provost

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

Seq2seq for Automatic Paraphasia Detection in Aphasic Speech.

Matthew Perez, Duc Le, Amrit Romana, Elise Jones, Keli Licata, Emily Mower Provost

CoRR, 2023

PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text.

Yang Yu, Matthew Perez, Ankur Bapna, Fadi Haik, Siamak Tazari, Yu Zhang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition.

James Tavernor, Matthew Perez, Emily Mower Provost

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech.

Amrit Romana, Minxue Niu, Matthew Perez, Angela Roberts, Emily Mower Provost

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Mind the gap: On the value of silence representations to lexical-based speech emotion recognition.

Matthew Perez, Mimansa Jaiswal, Minxue Niu, Cristina Gorrostieta, Matthew Roddy, Kye Taylor, Reza Lotfian, John Kane, Emily Mower Provost

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Learning Paralinguistic Features from Audiobooks through Style Voice Conversion.

Zakaria Aldeneh, Matthew Perez, Emily Mower Provost

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson's Disease.

Amrit Romana, John Bandon, Matthew Perez, Stephanie Gutierrez, Richard Richter, Angela Roberts, Emily Mower Provost

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Articulatory Coordination for Speech Motor Tracking in Huntington Disease.

Matthew Perez, Amrit Romana, Angela Roberts, Noelle Carlozzi, Jennifer Ann Miner, Praveen Dayalu, Emily Mower Provost

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts.

Matthew Perez, Zakaria Aldeneh, Emily Mower Provost

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2018

Classification of Huntington Disease Using Acoustic and Lexical Features.

Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Portable mTBI Assessment Using Temporal and Frequency Analysis of Speech.

Louis Daudet, Nikhil Yadav, Matthew Perez, Christian Poellabauer, Sandra L. Schneider, Alan Huebner

IEEE J. Biomed. Health Informatics, 2017