Matthew Perez

10 papers · 2018–2024 · 2 venues · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🌍 Conference Polyglot · Bronze 🔥 Unstoppable · Bronze

💎 Century Club · Bronze 🌈 Renaissance Researcher (5)

Venues

Interspeech (9) NAACL (1)

Top co-authors

Emily Mower Provost (9) Angela Roberts (4) Minxue Niu (3) Amrit Romana (3) Praveen Dayalu (2) Zakaria Aldeneh (2) Noelle Carlozzi (2) Yu Zhang (1) James Tavernor (1) Stephanie Gutierrez (1)

Research topics

Machine Learning (8) Core Methods (6) Artificial Intelligence (4) Speech & Audio (4) Deep Learning (3) Analysis (3) Core AI (3) Healthcare & Medicine (2) Application Areas (2) Architectures (2) Clinical (2) Learning Paradigms (2) Learning Types (2) Recognition (2) Interdisciplinary (1)

Keywords

speech analysis (3) automatic speech recognition (3) acoustic feature (3) speech emotion recognition (3) huntington disease (2) disfluency detection (2) speech recognition (2) paralinguistic feature (2) voice conversion (1) clinical speech analysis (1) attention mechanism (1) continual learning (1) parkinson's disease (1) clinical diagnosis (1) transformer language model (1) domain adaptation (1) mixture of expert (1) speech intelligibility (1) multimodal learning (1) multi-class classification (1)

Papers

Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models Interspeech 2024 Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition Interspeech 2023 PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text Interspeech 2023 Enabling Off-the-Shelf Disfluency Detection and Categorization for Pathological Speech Interspeech 2022 Mind the gap: On the value of silence representations to lexical-based speech emotion recognition Interspeech 2022 Articulatory Coordination for Speech Motor Tracking in Huntington Disease Interspeech 2021 Automatically Detecting Errors and Disfluencies in Read Speech to Predict Cognitive Impairment in People with Parkinson’s Disease Interspeech 2021 Learning Paralinguistic Features from Audiobooks through Style Voice Conversion NAACL 2021 Aphasic Speech Recognition Using a Mixture of Speech Intelligibility Experts Interspeech 2020 Classification of Huntington Disease Using Acoustic and Lexical Features Interspeech 2018