TY - CHAP A1 - de Lima Luiz, Anderson A1 - Kurlekar, Shubham Vijay A1 - Georges, Munir ED - Grawunder, Sven T1 - Scalable engine and the performance of different LLM models in a SLURM based HPC architecture T2 - Elektronische Sprachsignalverarbeitung 2025: Tagungsband der 36. Konferenz Halle/Saale, 5.–7. März 2025 Y1 - 2025 UR - https://www.essv.de/paper.php?id=1265 SN - 978-3-95908-803-9 SP - 297 EP - 304 PB - TUDpress CY - Dresden ER - TY - CHAP A1 - Liu, Huiyu A1 - Srinivasagan, Gokul A1 - Georges, Munir ED - Grawunder, Sven T1 - Real-time audio transcriber for language barrier-free classrooms T2 - Elektronische Sprachsignalverarbeitung 2025: Tagungsband der 36. Konferenz Halle/Saale, 5.–7. März 2025 Y1 - 2025 UR - https://www.essv.de/paper.php?id=1247 SN - 978-3-95908-803-9 SP - 146 EP - 154 PB - TUDpress CY - Dresden ER - TY - CHAP A1 - Boddu, Raviteja A1 - de Lima Luiz, Anderson A1 - Georges, Munir ED - Grawunder, Sven T1 - Significance-based summarization for lecture recordings: a multi-modal perspective T2 - Elektronische Sprachsignalverarbeitung 2025: Tagungsband der 36. Konferenz Halle/Saale, 5.–7. März 2025 Y1 - 2025 UR - https://www.essv.de/paper.php?id=1240 SN - 978-3-95908-803-9 SP - 93 EP - 100 PB - TUDpress CY - Dresden ER - TY - CHAP A1 - de Lima Luiz, Anderson A1 - Boddu, Raviteja A1 - Georges, Munir T1 - Evaluating Snippet Significance: A Framework for Audio and Text-Based Dialogue Summarization T2 - ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing, Conference Proceedings UR - https://doi.org/10.1109/ICASSP49660.2025.10888790 Y1 - 2025 UR - https://doi.org/10.1109/ICASSP49660.2025.10888790 SN - 979-8-3503-6874-1 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Georges, Munir A1 - Huang, Jonathan A1 - Bocklet, Tobias T1 - Compact Speaker Embedding: lrx-vector T2 - Proceedings Interspeech 2020 UR - https://doi.org/10.21437/Interspeech.2020-2106 KW - speaker recognition KW - x-vector KW - low power Y1 - 2020 UR - https://doi.org/10.21437/Interspeech.2020-2106 SP - 3236 EP - 3240 PB - ISCA CY - Grenoble ER - TY - CHAP A1 - Georges, Munir T1 - DNN Optimization in Low-Power Speech Processing T2 - CSCS '20: ACM Computer Science in Cars Symposium - Extended Abstracts Y1 - 2020 PB - ACM CY - New York ER - TY - CHAP A1 - Glocker, Kevin A1 - Georges, Munir T1 - Hierarchical Multi-Task Transformers for Crosslingual Low Resource Phoneme Recognition T2 - Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022) N2 - This paper proposes a method for multilingual phoneme recognition in unseen, low resource languages. We propose a novel hierarchical multi-task classifier built on a hybrid convolution-transformer acoustic architecture where articulatory attribute and phoneme classifiers are optimized jointly. The model was evaluated on a subset of 24 languages from the Mozilla Common Voice corpus. We found that when using regular multi-task learning, negative transfer effects occurred between attribute and phoneme classifiers. They were reduced by the hierarchical architecture. When evaluating zero-shot crosslingual transfer on a data set with 95 languages, our hierarchical multi-task classifier achieves an absolute PER improvement of 2.78% compared to a phoneme-only baseline. KW - speech recognition KW - multilingual KW - zero-shot KW - multi-task learning Y1 - 2022 UR - https://aclanthology.org/2022.icnlsp-1.21 UR - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:573-30544 SN - 978-1-959429-36-4 SP - 187 EP - 192 PB - Association for Computational Linguistics CY - Stroudsburg ER - TY - CHAP A1 - Chen, Liu A1 - Deisher, Michael A1 - Georges, Munir T1 - An End-to-End Neural Network for Image-to-Audio Transformation T2 - Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) UR - https://doi.org/10.1109/ICASSP49357.2023.10096121 KW - OCR KW - TTS KW - image-to-speech Y1 - 2023 UR - https://doi.org/10.1109/ICASSP49357.2023.10096121 SN - 978-1-7281-6327-7 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Herygers, Aaricia A1 - Verkhodanova, Vass A1 - Coler, Matt A1 - Scharenborg, Odette A1 - Georges, Munir ED - Draxler, Christoph T1 - Bias in Flemish Automatic Speech Recognition T2 - Elektronische Sprachsignalverarbeitung 2023: Tagungsband der 34. Konferenz München, 1.-3. März 2023 KW - Automatic speech recognition KW - Bias Y1 - 2023 UR - https://www.essv.de/paper.php?id=1186 SN - 978-3-95908-303-4 SP - 158 EP - 165 PB - TUDpress CY - Dresden ER - TY - CHAP A1 - Ranzenberger, Thomas A1 - Bocklet, Tobias A1 - Freisinger, Steffen A1 - Frischholz, Lia A1 - Georges, Munir A1 - Glocker, Kevin A1 - Herygers, Aaricia A1 - Peinl, René A1 - Riedhammer, Korbinian A1 - Schneider, Fabian A1 - Simic, Christopher A1 - Zakaria, Khabbab ED - Draxler, Christoph T1 - The Hochschul-Assistenz-System HAnS: An ML-Based Learning Experience Platform T2 - Elektronische Sprachsignalverarbeitung 2023: Tagungsband der 34. Konferenz München, 1.-3. März 2023 Y1 - 2023 UR - https://www.essv.de/paper.php?id=1188 SN - 978-3-95908-303-4 SP - 168 EP - 169 PB - TUDpress CY - Dresden ER - TY - CHAP A1 - Kendrick, Caroline A1 - Frohnmaier, Mariano A1 - Georges, Munir T1 - Audio-Visual Recipe Guidance for Smart Kitchen Devices T2 - ICNLSP 2021: Proceedings of the 4th International Conference on Natural Language and Speech Processing UR - https://aclanthology.org/2021.icnlsp-1.30 Y1 - 2021 UR - https://aclanthology.org/2021.icnlsp-1.30 SN - 978-1-955917-18-6 SP - 257 EP - 261 PB - ACL CY - Stroudsburg ER - TY - CHAP A1 - Georges, Munir A1 - Czarnowski, Krzysztof A1 - Bocklet, Tobias T1 - Ultra-Compact NLU: Neuronal Network Binarization as Regularization T2 - Proceedings Interspeech 2019 UR - https://doi.org/10.21437/Interspeech.2019-2591 KW - ASR KW - NLU KW - SLU KW - binary DNN KW - regularization Y1 - 2019 UR - https://doi.org/10.21437/Interspeech.2019-2591 SP - 809 EP - 813 PB - ISCA CY - Grenoble ER - TY - CHAP A1 - Stemmer, Georg A1 - Georges, Munir A1 - Hofer, Joachim A1 - Rozen, Piotr A1 - Bauer, Josef A1 - Nowicki, Jakub A1 - Bocklet, Tobias A1 - Colett, Hannah R. A1 - Falik, Ohad A1 - Deisher, Michael A1 - Downing, Sylvia J. T1 - Speech Recognition and Understanding on Hardware-Accelerated DSP T2 - Interspeech 2017: Situated interaction UR - https://doi.org/10.21437/Interspeech.2017 KW - speech recognition KW - natural language understanding KW - neural network hardware Y1 - 2017 UR - https://doi.org/10.21437/Interspeech.2017 UR - https://www.isca-speech.org/archive/interspeech_2017/stemmer17_interspeech.html SP - 2036 EP - 2037 PB - ISCA CY - Grenoble ER - TY - CHAP A1 - Georges, Munir A1 - Kanthak, Stephan A1 - Klakow, Dietrich T1 - Accurate client-server based speech recognition keeping personal data on the client T2 - 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) UR - https://doi.org/10.1109/ICASSP.2014.6854205 KW - Dynamic Language Model KW - Acoustic Filler KW - Data Privacy KW - Client-Server Speech Recognition Y1 - 2014 UR - https://doi.org/10.1109/ICASSP.2014.6854205 SN - 978-1-4799-2893-4 SN - 2379-190X SN - 1520-6149 SP - 3271 EP - 3275 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Georges, Munir A1 - Kanthak, Stephan A1 - Klakow, Dietrich T1 - Transducer-based speech recognition with dynamic language models T2 - Proceedings Interspeech 2013 UR - doi.org/10.21437/Interspeech.2013-185 KW - embedded speech recognition KW - embedded grammars KW - Markov language models KW - transducer nesting Y1 - 2013 UR - doi.org/10.21437/Interspeech.2013-185 SP - 642 EP - 646 PB - ISCA CY - Grenoble ER - TY - CHAP A1 - Glocker, Kevin A1 - Herygers, Aaricia A1 - Georges, Munir T1 - Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes T2 - INTERSPEECH 2023 UR - https://doi.org/10.21437/Interspeech.2023-772 KW - speech recognition KW - cross-lingual KW - zero-shot KW - phoneme recognition Y1 - 2023 UR - https://doi.org/10.21437/Interspeech.2023-772 SP - 2258 EP - 2262 PB - ISCA CY - Grenoble ER - TY - CHAP A1 - Freisinger, Steffen A1 - Schneider, Fabian A1 - Herygers, Aaricia A1 - Georges, Munir A1 - Bocklet, Tobias A1 - Riedhammer, Korbinian T1 - Unsupervised Multilingual Topic Segmentation of Video Lectures: What can Hierarchical Labels tell us about the Performance? T2 - Proceedings 9th Workshop on Speech and Language Technology in Education (SLaTE) UR - https://doi.org/10.21437/SLaTE.2023-27 KW - topic segmentation KW - video lectures KW - hierarchical topics KW - multilingual Y1 - 2023 UR - https://doi.org/10.21437/SLaTE.2023-27 SP - 141 EP - 145 PB - International Speech Communication Association (ISCA) CY - Baixas ER - TY - CHAP A1 - Wu, Di A1 - Georges, Munir T1 - A Pipeline for Automatic Construction and Applications of College Curriculum Knowledge Graph T2 - TSD 2024 Paper Abstracts Y1 - 2024 UR - https://www.tsdconference.org/tsd2024/abstracts.html#I1270 ER - TY - CHAP A1 - Hartung, Kai A1 - Mallick, Sambit A1 - Gröttrup, Sören A1 - Georges, Munir ED - Nöth, Elmar ED - Horák, Aleš ED - Sojka, Petr T1 - Evaluation Metrics in LLM Code Generation T2 - Text, Speech, and Dialogue: 27th International Conference, TSD 2024 Brno, Czech Republic, September 9–13, 2024 Proceedings, Part I UR - https://doi.org/10.1007/978-3-031-70563-2_17 Y1 - 2024 UR - https://doi.org/10.1007/978-3-031-70563-2_17 SN - 978-3-031-70563-2 SN - 978-3-031-70562-5 SP - 214 EP - 226 PB - Springer CY - Cham ER - TY - CHAP A1 - Kumar, Ankit A1 - Georges, Munir ED - Nöth, Elmar ED - Horák, Aleš ED - Sojka, Petr T1 - Joint-Average Mean and Variance Feature Matching (JAMVFM) Semi-supervised GAN with Additional-Objective Training Function for Intent Detection T2 - Text, Speech, and Dialogue: 27th International Conference, TSD 2024 Brno, Czech Republic, September 9–13, 2024 Proceedings, Part II UR - https://doi.org/10.1007/978-3-031-70566-3_24 Y1 - 2024 UR - https://doi.org/10.1007/978-3-031-70566-3_24 SN - 978-3-031-70566-3 SN - 978-3-031-70565-6 SP - 275 EP - 287 PB - Springer CY - Cham ER -