Abner Hernandez
Abner Hernandez, M.A.
Researcher
Martensstr. 3
91058 Erlangen
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
Martensstr. 3
91058 Erlangen
- Phone number: +49 9131 85-27872
- Fax number: +49 9131 85-27270
- Email: abner.hernandez@fau.de
- Website: https://lme.tf.fau.de/person/hernandez/
Academic CV
- Since 04/2021:
Ph.D. Researcher at Pattern Recognition Lab, FAU Erlangen-Nürnberg, Germany - 2018 – 2020:
Master’s in Computational Linguistics at Seoul National University – Seoul, South Korea - 2013 – 2017:
Bachelor’s in Linguistics at Simon Fraser University – Vancouver, Canada
Projects
No projects found.
Publications
2024
Conference Contributions
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Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation
27th International Conference on Text, Speech, and Dialogue, TSD 2024 (Brno, CZE, September 9, 2024 - September 13, 2024)
In: Elmar Nöth, Aleš Horák, Petr Sojka (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-70566-3_14
BibTeX: Download
2022
Conference Contributions
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Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech
25th International Conference on Text, Speech and Dialogue (Brno, Czech Republic, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Text, Speech, and Dialogue 25th International Conference, TSD 2022, Brno, Czech Republic, September 6–9, 2022, Proceedings, Springer Nature Switzerland AG: 2022
DOI: 10.1007/978-3-031-16270-1_24
URL: https://link.springer.com/chapter/10.1007/978-3-031-16270-1_24
BibTeX: Download - , , , , , :
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition
Interspeech (Seoul, September 18, 2022 - September 22, 2022)
In: Proceedings of Interspeech 2022 2022
DOI: 10.21437/Interspeech.2022-10674
URL: https://www.isca-speech.org/archive/interspeech_2022/hernandez22_interspeech.html
BibTeX: Download - , , , , , , , , , , :
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
DOI: 10.21437/Interspeech.2022-10883
BibTeX: Download - , , , , :
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks
OAGM Workshop 2021 (, November 24, 2021 - November 25, 2021)
In: Proceedings of the OAGM Workshop 2021. Computer Vision and Pattern Analysis Across Domains 2022
DOI: 10.3217/978-3-85125-869-1-10
URL: https://openlib.tugraz.at/download.php?id=621f329186973&location=browse
BibTeX: Download
2021
Conference Contributions
- , :
Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning
International Conference on Speech and Computer (Online, September 27, 2021 - September 30, 2021)
In: Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning 2021
DOI: 10.1007/978-3-030-87802-3_24
URL: https://link.springer.com/chapter/10.1007/978-3-030-87802-3_24
BibTeX: Download
Non-FAU Publications:
- Hernandez, A., Yeo, E. J., Kim, S., & Chung, M. (2020, October). Dysarthria Detection and Severity Assessment Using Rhythm-Based Metrics. In INTERSPEECH (pp. 2897-2901). URL: https://www.isca-speech.org/archive/interspeech_2020/hernandez20_interspeech.html
- Hernandez, A., Kim, S., & Chung, M. (2020). Prosody-Based Measures for Automatic Severity Assessment of Dysarthric Speech. Applied Sciences, 10(19), 6999. URL: https://www.mdpi.com/2076-3417/10/19/6999
- Hernandez, A., Lee, H. Y., & Chung, M. (2019). Acoustic Analysis of Fricatives in Dysarthric Speakers with Cerebral Palsy. Phonetics and Speech Sciences, 11(3), 23-29. URL: https://www.eksss.org/archive/view_article?pid=pss-11-3-23
Lectures
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