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Prof. Dr. Munir Georges

Information

Prof. Dr. Munir Georges
E-Mail
Munir.Georges@thi.de
Phone
+49 841 9348-2331
Room
K305
Subject Area
Spoken- and Natural-Language Understanding

Team

Publications

Publications

2026

KLAUMANN GUBERT, Gabriel Vitor, Stefan KUGELE und Munir GEORGES, 2026. A Hybrid LLM-Guided Approach to Code Migration Using API-Derived Rules. Proceedings: 2026 IEEE/ACM Third International Conference on AI Foundation Models and Software Engineering, Forge 2026. New York: ACM. ISBN 979-8-4007-2477-0. Available at: https://doi.org/10.1145/3793655.3793734
SRINIVASAGAN, Gokul, Kai HARTUNG und Munir GEORGES, 2026. Entropy-aware Masking for Masked Language Modeling [Preprint]. arXiv. Available at: https://doi.org/10.48550/arXiv.2605.28526

2025

SIDDIG, Ibrahim, Sviatoslav TUGEEV und Munir GEORGES, 2025. Pattern-based parsing of German traffic regulations (StVO) for legal knowledge graph construction. In: GRAWUNDER, Sven, Editors Elektronische Sprachsignalverarbeitung 2025: Tagungsband der 36. Konferenz Halle/Saale, 5.–7. März 2025. Dresden: TUDpress, Page 255-264. ISBN 978-3-95908-803-9. Available at: https://www.essv.de/paper.php?id=1260
DE LIMA LUIZ, Anderson, Raviteja BODDU und Munir GEORGES, 2025. Evaluating Snippet Significance: A Framework for Audio and Text-Based Dialogue Summarization. ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, Conference Proceedings. Piscataway: IEEE. ISBN 979-8-3503-6874-1. Available at: https://doi.org/10.1109/ICASSP49660.2025.10888790
BODDU, Raviteja, Anderson DE LIMA LUIZ und Munir GEORGES, 2025. Significance-based summarization for lecture recordings: a multi-modal perspective. In: GRAWUNDER, Sven, Editors Elektronische Sprachsignalverarbeitung 2025: Tagungsband der 36. Konferenz Halle/Saale, 5.–7. März 2025. Dresden: TUDpress, Page 93-100. ISBN 978-3-95908-803-9. Available at: https://www.essv.de/paper.php?id=1240
LIU, Huiyu, Gokul SRINIVASAGAN und Munir GEORGES, 2025. Real-time audio transcriber for language barrier-free classrooms. In: GRAWUNDER, Sven, Editors Elektronische Sprachsignalverarbeitung 2025: Tagungsband der 36. Konferenz Halle/Saale, 5.–7. März 2025. Dresden: TUDpress, Page 146-154. ISBN 978-3-95908-803-9. Available at: https://www.essv.de/paper.php?id=1247
DE LIMA LUIZ, Anderson, Shubham Vijay KURLEKAR und Munir GEORGES, 2025. Scalable engine and the performance of different LLM models in a SLURM based HPC architecture. In: GRAWUNDER, Sven, Editors Elektronische Sprachsignalverarbeitung 2025: Tagungsband der 36. Konferenz Halle/Saale, 5.–7. März 2025. Dresden: TUDpress, Page 297-304. ISBN 978-3-95908-803-9. Available at: https://www.essv.de/paper.php?id=1265
KUMAR, Ankit und Munir GEORGES, 2025. DRI-GAN: A Novel Dual Real Input GAN with Triplet Loss for Cross-Lingual and Noisy SLU. Interspeech 2025. Grenoble: ISCA, Page 4118-4122. Available at: https://doi.org/10.21437/Interspeech.2025-1220
UPADHYAY, Navneet und Munir GEORGES, 2025. Transform-based nonlinear speech enhancement for monaural scenarios. International Journal of Speech Technology, 29(1), 10. ISSN 1572-8110. Available at: https://doi.org/10.1007/s10772-025-10239-4

2024

WU, Di und Munir GEORGES, 2024. A Pipeline for Automatic Construction and Applications of College Curriculum Knowledge Graph. TSD 2024 Paper Abstracts. Available at: https://www.tsdconference.org/tsd2024/abstracts.html#I1270
RANZENBERGER, Thomas, Carolin FREIER, Luca REINOLD, Korbinian RIEDHAMMER, Fabian SCHNEIDER, Christopher SIMIC, Claudia SIMON, Steffen FREISINGER, Munir GEORGES und Tobias BOCKLET, 2024. A Multidisciplinary Approach to AI-based self-motivated Learning and Teaching with Large Language Models. In: SCHULZ, Sandra und Natalie KIESLER, Editors DELFI 2024, Die 22. Fachtagung Bildungstechnologien der Gesellschaft für Informatik e.V.. Bonn: Gesellschaft für Informatik, Page 133-140. ISBN 978-3-88579-255-0. Available at: https://doi.org/10.18420/delfi2024_11
SRINIVASAGAN, Gokul und Munir GEORGES, 2024. Retrieval Augmented Spoken Language Generation for Transport Domain. In: NÖTH, Elmar, Aleš HORÁK und Petr SOJKA, Editors Text, Speech, and Dialogue: 27th International Conference, TSD 2024 Brno, Czech Republic, September 9–13, 2024 Proceedings, Part II. Cham: Springer, Page 3-12. ISBN 978-3-031-70566-3. Available at: https://doi.org/10.1007/978-3-031-70566-3_1
PAGONIS, Panagiotis, Kai HARTUNG, Di WU, Munir GEORGES und Sören GRÖTTRUP, 2024. Analysis of Knowledge Tracing performance on synthesised student data. Bamberg: Universität Bamberg. Available at: https://sme.uni-bamberg.de/ai4ai/
RANZENBERGER, Thomas, Tobias BOCKLET, Steffen FREISINGER, Munir GEORGES, Kevin GLOCKER, Aaricia HERYGERS, Korbinian RIEDHAMMER, Fabian SCHNEIDER, Christopher SIMIC und Khabbab ZAKARIA, 2024. Extending HAnS: Large Language Models for Question Answering, Summarization, and Topic Segmentation in an ML-based Learning Experience Platform. In: BAUMANN, Timo, Editors Elektronische Sprachsignalverarbeitung 2024, Tagungsband der 35. Konferenz, Regensburg, 6.-8. März 2024. Dresden: TUDPress, Page 219-224. ISBN 978-3-95908-325-6. Available at: https://doi.org/10.35096/othr/pub-7103
KUMAR, Ankit und Munir GEORGES, 2024. Joint-Average Mean and Variance Feature Matching (JAMVFM) Semi-supervised GAN with Additional-Objective Training Function for Intent Detection. In: NÖTH, Elmar, Aleš HORÁK und Petr SOJKA, Editors Text, Speech, and Dialogue: 27th International Conference, TSD 2024 Brno, Czech Republic, September 9–13, 2024 Proceedings, Part II. Cham: Springer, Page 275-287. ISBN 978-3-031-70566-3. Available at: https://doi.org/10.1007/978-3-031-70566-3_24
HARTUNG, Kai, Sambit MALLICK, Sören GRÖTTRUP und Munir GEORGES, 2024. Evaluation Metrics in LLM Code Generation. In: NÖTH, Elmar, Aleš HORÁK und Petr SOJKA, Editors Text, Speech, and Dialogue: 27th International Conference, TSD 2024 Brno, Czech Republic, September 9–13, 2024 Proceedings, Part I. Cham: Springer, Page 214-226. ISBN 978-3-031-70563-2. Available at: https://doi.org/10.1007/978-3-031-70563-2_17
FROHNMAIER, Mariano, Steffen FREISINGER, Madeline Faye HOLT und Munir GEORGES, 2024. NoiSLU: a Noisy speech corpus for Spoken Language Understanding in the Public Transport Domain. In: BAUMANN, Timo, Editors Elektronische Sprachsignalverarbeitung 2024, Tagungsband der 35. Konferenz, Regensburg, 6.-8. März 2024. Dresden: TUDpress, Page 86-93. ISBN 978-3-95908-325-6. Available at: https://doi.org/10.35096/othr/pub-7084

2023

GLOCKER, Kevin und Munir GEORGES, 2023. Hierarchical Multi-task Learning with Articulatory Attributes for Cross-Lingual Phoneme Recognition. In: ABBAS, Mourad, Editors Practical Solutions for Diverse Real-World NLP Applications. Cham: Springer, Page 59-75. ISBN 978-3-031-44259-9. Available at: https://doi.org/10.1007/978-3-031-44260-5_4
GEORGES, Munir, Aaricia HERYGERS, Friedrich ANNEMARIE und Roth BENJAMIN, GEORGES, Munir, Aaricia HERYGERS, Friedrich ANNEMARIE und Roth BENJAMIN, Editors, 2023. Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023). Stroudsburg: Association for Computational Lingustics. ISBN 979-8-89176-029-5. Available at: https://aclanthology.org/2023.konvens-main
JOSÉ SOUZA, Bruno, Lucas C. DE ASSIS, Dominik RÖSSLE, Roberto ZANETTI FREIRE, Daniel CREMERS, Torsten SCHÖN und Munir GEORGES, 2023. AImotion Challenge Results: a Framework for AirSim Autonomous Vehicles and Motion Replication. 2022 2nd International Conference on Computers and Automation (CompAuto 2022): Proceedings. Piscataway: IEEE, Page 42-47. ISBN 978-1-6654-8194-6. Available at: https://doi.org/10.1109/CompAuto55930.2022.00015
SRINIVASAGAN, Gokul, Michael DEISHER und Munir GEORGES, 2023. Compression of end-to-end non-autoregressive image-to-speech system for low-resourced devices [Preprint]. arXiv. Available at: https://doi.org/10.48550/arXiv.2312.00174
SRINIVASAGAN, Gokul, Michael DEISHER und Munir GEORGES, 2023. Compression of end-to-end non-autoregressive image-to-speech system for lowresourced devices. Speech Communication, 15th ITG Conference, 20.-22.09.2023 in Aachen, Germany. Berlin: VDE Verlag, Page 151-155. ISBN 978-3-8007-6164-7. Available at: https://doi.org/10.30420/456164029
HARTUNG, Kai, Aaricia HERYGERS, Shubham Vijay KURLEKAR, Khabbab ZAKARIA, Taylan VOLKAN, Sören GRÖTTRUP und Munir GEORGES, 2023. Measuring Sentiment Bias in Machine Translation. In: EKŠTEIN, Kamil, František PÁRTL und Miloslav KONOPÍK, Editors Text, Speech, and Dialogue: 26th International Conference: Proceedings. Cham: Springer, Page 82-93. ISBN 978-3-031-40498-6. Available at: https://doi.org/10.1007/978-3-031-40498-6_8
FREISINGER, Steffen, Fabian SCHNEIDER, Aaricia HERYGERS, Munir GEORGES, Tobias BOCKLET und Korbinian RIEDHAMMER, 2023. Unsupervised Multilingual Topic Segmentation of Video Lectures: What can Hierarchical Labels tell us about the Performance?. Proceedings 9th Workshop on Speech and Language Technology in Education (SLaTE). Baixas: International Speech Communication Association (ISCA), Page 141-145. Available at: https://doi.org/10.21437/SLaTE.2023-27
CHEN, Liu, Michael DEISHER und Munir GEORGES, 2023. An End-to-End Neural Network for Image-to-Audio Transformation. Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE. ISBN 978-1-7281-6327-7. Available at: https://doi.org/10.1109/ICASSP49357.2023.10096121
GLOCKER, Kevin, Aaricia HERYGERS und Munir GEORGES, 2023. Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes. INTERSPEECH 2023. Grenoble: ISCA, Page 2258-2262. Available at: https://doi.org/10.21437/Interspeech.2023-772
RANZENBERGER, Thomas, Tobias BOCKLET, Steffen FREISINGER, Lia FRISCHHOLZ, Munir GEORGES, Kevin GLOCKER, Aaricia HERYGERS, René PEINL, Korbinian RIEDHAMMER, Fabian SCHNEIDER, Christopher SIMIC und Khabbab ZAKARIA, 2023. The Hochschul-Assistenz-System HAnS: An ML-Based Learning Experience Platform. In: DRAXLER, Christoph, Editors Elektronische Sprachsignalverarbeitung 2023: Tagungsband der 34. Konferenz München, 1.-3. März 2023. Dresden: TUDpress, Page 168-169. ISBN 978-3-95908-303-4. Available at: https://www.essv.de/paper.php?id=1188
HERYGERS, Aaricia, Vass VERKHODANOVA, Matt COLER, Odette SCHARENBORG und Munir GEORGES, 2023. Bias in Flemish Automatic Speech Recognition. In: DRAXLER, Christoph, Editors Elektronische Sprachsignalverarbeitung 2023: Tagungsband der 34. Konferenz München, 1.-3. März 2023. Dresden: TUDpress, Page 158-165. ISBN 978-3-95908-303-4. Available at: https://www.essv.de/paper.php?id=1186

2022

HARTUNG, Kai, Gerhard JÄGER, Sören GRÖTTRUP und Munir GEORGES, 2022. Typological Word Order Correlations with Logistic Brownian Motion. In: VYLOMOVA, Ekaterina, Edoardo PONTI und Ryan COTTERELL, Editors Proceedings of the 4th Workshop on Computational Typology and Multilingual NLP (SIGTYP 2022). Stroudsburg: Association for Computational Linguistics, Page 22-26. ISBN 978-1-955917-93-3. Available at: https://aclanthology.org/2022.sigtyp-1.3
GLOCKER, Kevin und Munir GEORGES, 2022. Hierarchical Multi-Task Transformers for Crosslingual Low Resource Phoneme Recognition. Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022). Stroudsburg: Association for Computational Linguistics, Page 187-192. ISBN 978-1-959429-36-4. Available at: https://aclanthology.org/2022.icnlsp-1.21

2021

KENDRICK, Caroline, Mariano FROHNMAIER und Munir GEORGES, 2021. Audio-Visual Recipe Guidance for Smart Kitchen Devices. ICNLSP 2021: Proceedings of the 4th International Conference on Natural Language and Speech Processing. Stroudsburg: ACL, Page 257-261. ISBN 978-1-955917-18-6. Available at: https://aclanthology.org/2021.icnlsp-1.30

2020

GEORGES, Munir, Jonathan HUANG und Tobias BOCKLET, 2020. Compact Speaker Embedding: lrx-vector. Proceedings Interspeech 2020. Grenoble: ISCA, Page 3236-3240. Available at: https://doi.org/10.21437/Interspeech.2020-2106
GEORGES, Munir, 2020. DNN Optimization in Low-Power Speech Processing. CSCS '20: ACM Computer Science in Cars Symposium - Extended Abstracts. New York: ACM.

2019

GEORGES, Munir, Krzysztof CZARNOWSKI und Tobias BOCKLET, 2019. Ultra-Compact NLU: Neuronal Network Binarization as Regularization. Proceedings Interspeech 2019. Grenoble: ISCA, Page 809-813. Available at: https://doi.org/10.21437/Interspeech.2019-2591

2017

STEMMER, Georg, Munir GEORGES, Joachim HOFER, Piotr ROZEN, Josef BAUER, Jakub NOWICKI, Tobias BOCKLET, Hannah R. COLETT, Ohad FALIK, Michael DEISHER und Sylvia J. DOWNING, 2017. Speech Recognition and Understanding on Hardware-Accelerated DSP. Interspeech 2017: Situated interaction. Grenoble: ISCA, Page 2036-2037. Available at: https://doi.org/10.21437/Interspeech.2017

2014

GEORGES, Munir, Stephan KANTHAK und Dietrich KLAKOW, 2014. Accurate client-server based speech recognition keeping personal data on the client. 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Piscataway: IEEE, Page 3271-3275. ISBN 978-1-4799-2893-4. Available at: https://doi.org/10.1109/ICASSP.2014.6854205

2013

GEORGES, Munir, Stephan KANTHAK und Dietrich KLAKOW, 2013. Transducer-based speech recognition with dynamic language models. Proceedings Interspeech 2013. Grenoble: ISCA, Page 642-646. Available at: doi.org/10.21437/Interspeech.2013-185
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