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)

Classification of Huntington Disease Using Acoustic and Lexical Features. - Matthew Perez; Wenyu Jin 001; Duc Le; Noelle Carlozzi; Praveen Dayalu; Angela Roberts 001; Emily Mower Provost (INTERSPEECH, 2018)

Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts. - Matthew Perez; Zakaria Aldeneh; Emily Mower Provost (INTERSPEECH, 2020)

Articulatory Coordination for Speech Motor Tracking in Huntington Disease. - Matthew Perez; Amrit Romana; Angela Roberts 001; Noelle Carlozzi; Jennifer Ann Miner; Praveen Dayalu; Emily Mower Provost (Interspeech, 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 001; Emily Mower Provost (Interspeech, 2021)

Learning Paralinguistic Features from Audiobooks through Style Voice Conversion. - Zakaria Aldeneh; Matthew Perez; Emily Mower Provost (NAACL-HLT, 2021)

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 (INTERSPEECH, 2022)

Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech. - Amrit Romana; Minxue Niu; Matthew Perez; Angela Roberts 001; Emily Mower Provost (INTERSPEECH, 2022)

Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition. - James Tavernor; Matthew Perez; Emily Mower Provost (INTERSPEECH, 2023)

PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text. - Yang Yu; Matthew Perez; Ankur Bapna; Fadi Haik; Siamak Tazari; Yu Zhang (INTERSPEECH, 2023)

Seq2seq for Automatic Paraphasia Detection in Aphasic Speech. - Matthew Perez; Duc Le; Amrit Romana; Elise Jones; Keli Licata; Emily Mower Provost (CoRR, 2023)

Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models. - Matthew Perez; Aneesha Sampath; Minxue Niu; Emily Mower Provost (INTERSPEECH, 2024)

Machine Learning Approaches for Quantitative Analysis and Characterization of Pathological Speech Disorders - Matthew Perez (2024)

Multimodal Classroom Diarization with GPT Re-scoring: Teacher or Student? - Matthew Perez; Berk Coker; Kemal Berk Kocabagli; Jessica Vitale; Alyssa Van Camp (AIED (5), 2025)