| 2025 | AIED | Multimodal Classroom Diarization with GPT Re-scoring: Teacher or Student? | Matthew Perez, Berk Coker, Kemal Berk Kocabagli, Jessica Vitale, Alyssa Van Camp |
| 2024 | Interspeech | Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models. | Matthew Perez, Aneesha Sampath, Minxue Niu, Emily Mower Provost |
| 2023 | Interspeech | Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition. | James Tavernor, Matthew Perez, Emily Mower Provost |
| 2023 | Interspeech | PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text. | Yang Yu, Matthew Perez, Ankur Bapna, Fadi Haik, Siamak Tazari, Yu Zhang |
| 2022 | Interspeech | 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 |
| 2022 | Interspeech | Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech. | Amrit Romana, Minxue Niu, Matthew Perez, Angela Roberts, Emily Mower Provost |
| 2021 | Interspeech | 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 |
| 2021 | Interspeech | 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 |
| 2021 | NAACL | Learning Paralinguistic Features from Audiobooks through Style Voice Conversion. | Zakaria Aldeneh, Matthew Perez, Emily Mower Provost |
| 2020 | Interspeech | Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts. | Matthew Perez, Zakaria Aldeneh, Emily Mower Provost |
| 2018 | Interspeech | Classification of Huntington Disease Using Acoustic and Lexical Features. | Matthew Perez, Wenyu Jin, Duc Le, Noelle Carlozzi, Praveen Dayalu, Angela Roberts, Emily Mower Provost |