Abner Hernandez, M.A.

2026

Conference Contributions

• Hernandez A., Arias Vergara T., Maier A., Perez Toro PA.:
  Confidence-guided error correction for disordered speech recognition
  In: Proceedings of the 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain: 2026
  DOI: 10.1109/ICASSP55912.2026.11463078
  BibTeX: Download

2025

Conference Contributions

• Hernandez A., Arias-Vergara T., Maier A., Perez Toro PA.:
  Enhancing ASR Accuracy for Speakers with Parkinson’s Disease Using Instruction-Tuned LLMs
  28th International Conference on Text, Speech, and Dialogue, TSD 2025 (Erlangen, DEU, August 25, 2025 - August 28, 2025)
  In: Kamil Ekštein, Miloslav Konopík, Ondrej Pražák, František Pártl (ed.): Lecture Notes in Computer Science 2025
  DOI: 10.1007/978-3-032-02551-7_14
  BibTeX: Download

2024

Conference Contributions

• Hernandez A., Perez Toro PA., Arias-Vergara T., Vasquez-Correa JC., Yang SH., Orozco-Arroyave JR., Maier A.:
  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

• Hernandez A., Klumpp P., Das B., Maier A., Yang SH.:
  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
• Hernandez A., Perez Toro PA., Nöth E., Orozco Arroyave JR., Maier A., Yang SH.:
  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
• Perez Toro PA., Klumpp P., Hernandez A., Arias Vergara T., Lillo P., Slachevsky A., García AM., Schuster M., Maier A., Nöth E., Orozco Arroyave JR.:
  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
• Sindel A., Hernandez A., Yang SH., Christlein V., Maier A.:
  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

• Hernandez A., Yang SH.:
  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