Abner Hernandez

12 papers A 3Journal 5Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease. CoRR Abner Hernandez, Eunjung Yeo, Kwanghee Choi, Chin-Jou Li, Zhengjun Yue, Rohan Kumar Das, Jan Rusz, Mathew Magimai-Doss, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara, Andreas K. Maier, Elmar Nöth, David R. Mortensen, David Harwath, Paula Andrea Pérez-Toro
2025	J	`jnl`	Confidence-Guided Error Correction for Disordered Speech Recognition. CoRR Abner Hernandez, Tomás Arias-Vergara, Andreas K. Maier, Paula Andrea Pérez-Toro
2025	—	`conf`	Enhancing ASR Accuracy for Speakers with Parkinson's Disease Using Instruction-Tuned LLMs. TSD (2) Abner Hernandez, Tomás Arias-Vergara, Andreas K. Maier, Paula Andrea Pérez-Toro
2024	—	`conf`	Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation. TSD (2) Abner Hernandez, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Seung Hee Yang, Juan Rafael Orozco-Arroyave, Andreas K. Maier
2022	A	`conf`	Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. INTERSPEECH Paula Andrea Pérez-Toro, Philipp Klumpp, Abner Hernandez, Tomas Arias, Patricia Lillo, Andrea Slachevsky, Adolfo Martín García, Maria Schuster, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave
2022	—	`conf`	Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech. TSD Abner Hernandez, Philipp Klumpp, Badhan Das, Andreas K. Maier, Seung Hee Yang
2022	A	`conf`	Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. INTERSPEECH Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
2022	J	`jnl`	Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. CoRR Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
2022	J	`jnl`	Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. CoRR Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
2022	J	`jnl`	SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks. CoRR Aline Sindel, Abner Hernandez, Seung Hee Yang, Vincent Christlein, Andreas K. Maier
2021	—	`conf`	Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning. SPECOM Abner Hernandez, Seung Hee Yang
2020	A	`conf`	Dysarthria Detection and Severity Assessment Using Rhythm-Based Metrics. INTERSPEECH Abner Hernandez, Eun Jung Yeo, Sunhee Kim, Minhwa Chung