How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection.

Ngoc Thang Vu http://www.ims.uni-stuttgart.de/institut/mitarbeiter/thangvu/index.en.html http://www.cis.uni-muenchen.de/~thangvu/ https://scholar.google.com/citations?user=Nxbi5YgAAAAJ University of Stuttgart, Institute for Natural Language Processing, Germany University of Munich, Center for Information and Language Processing, Germany

Yixuan Xiao Florian Lux Alejandro Pérez González de Martos Ngoc Thang Vu How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection. 2026 February abs/2602.16343 CoRR https://doi.org/10.48550/arXiv.2602.16343 db/journals/corr/corr2602.html#abs-2602-16343 streams/journals/corr

Yassine El Kheir Arnab Das Yixuan Xiao Xin Wang Feidi Kallel Enes Erdem Erdogan Ngoc Thang Vu Tim Polzehl Sebastian Möller 0001 DeepFense: A Unified, Modular, and Extensible Framework for Robust Deepfake Audio Detection. 2026 April abs/2604.08450 CoRR https://doi.org/10.48550/arXiv.2604.08450 db/journals/corr/corr2604.html#abs-2604-08450 streams/journals/corr

Esra Dönmez Pascal Tilli Hsiu-Yu Yang Ngoc Thang Vu Carina Silberer HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities. 2026 May abs/2605.06157 CoRR https://doi.org/10.48550/arXiv.2605.06157 db/journals/corr/corr2605.html#abs-2605-06157 streams/journals/corr

Lucas Möller Pascal Tilli Ngoc Thang Vu Sebastian Padó Explaining Caption-Image Interactions in CLIP Models with Second-Order Attributions. 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=HUUL19U7HP db/journals/tmlr/tmlr2025.html#MollerTVP25 streams/journals/tmlr

Sebastian Künzel Tanja Munz-Körner Pascal Tilli Noel Schäfer Sandeep Vidyapu Ngoc Thang Vu Daniel Weiskopf Visual explainable artificial intelligence for graph-based visual question answering and scene graph curation. 9 2025 December 8 Vis. Comput. Ind. Biomed. Art 1 https://doi.org/10.1186/s42492-025-00185-y db/journals/vciba/vciba8.html#KunzelMTSVVW25 streams/journals/vciba

Ufkun-Bayram Menderes Dominik Morar Ngoc Thang Vu Evaluating the Reliability and Utility of GPT-4o as a Medical Expert Across Different Interaction Modes. 7617-7624 2025 BIBM https://doi.org/10.1109/BIBM66473.2025.11356967 conf/bibm/2025 db/conf/bibm/bibm2025.html#MenderesMV25 Pascal Tilli Ngoc Thang Vu Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering. 2445-2455 2025 COLING https://aclanthology.org/2025.coling-main.167/ conf/coling/2025 db/conf/coling/coling2025.html#TilliV25 Injy Hamed Caroline Sabty Slim Abdennadher Ngoc Thang Vu Thamar Solorio Nizar Habash A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directions. 4561-4585 2025 COLING https://aclanthology.org/2025.coling-main.307/ conf/coling/2025 db/conf/coling/coling2025.html#HamedSAVSH25 Lindsey Vanderlyn Ngoc Thang Vu It's What You Say and How You Say It: Investigating the Effect of Linguistic vs. Behavioral Adaptation in Task-Oriented Chatbots. 6120-6149 2025 COLING https://aclanthology.org/2025.coling-main.410/ conf/coling/2025 db/conf/coling/coling2025.html#VanderlynV25 Tushar Dhyani Florian Lux Michele Mancusi Giorgio Fabbro Fritz Hohl Ngoc Thang Vu High-Resolution Speech Restoration with Latent Diffusion Model. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890277 conf/icassp/2025 db/conf/icassp/icassp2025.html#DhyaniLMFHV25 Yixuan Xiao Ngoc Thang Vu What Affects the Performance of Fake Audio Detection? Analyzing Factors in a Continual Learning Setting. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10888114 conf/icassp/2025 db/conf/icassp/icassp2025.html#XiaoV25 Paul Mayer Florian Lux Alejandro Pérez González de Martos Angelina Elizarova Lindsey Vanderlyn Dirk Väth Ngoc Thang Vu Investigating Stochastic Methods for Prosody Modeling in Speech Synthesis. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1940 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#MayerLMEVVV25 Sarina Meyer Ekaterina Kolos Ngoc Thang Vu First Steps Towards Voice Anonymization for Code-Switching Speech. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1027 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#MeyerKV25 Yixuan Xiao Ngoc Thang Vu Layer-Wise Decision Fusion for Fake Audio Detection Using XLS-R. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1543 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#XiaoV25 Lindsey Vanderlyn Dirk Väth Ngoc Thang Vu Understanding the Role of Mental Models in User Interaction with an Adaptive Dialog Agent. 989-1015 2025 NAACL (Findings) https://doi.org/10.18653/v1/2025.findings-naacl.56 https://aclanthology.org/2025.findings-naacl.56/ conf/naacl/2025f db/conf/naacl/naacl2025f.html#VanderlynVV25 streams/conf/naacl Noel Schäfer Sebastian Künzel Pascal Tilli Tanja Munz-Körner Sandeep Vidyapu Ngoc Thang Vu Daniel Weiskopf Extended Visual Analysis System for Scene-Graph-Based Visual Question Answering. 2025 May https://darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi:10.18419/DARUS-3909&version=1.0 DaRUS streams/repo/darus Yixuan Xiao Florian Lux Alejandro Pérez González de Martos Ngoc Thang Vu CodecDeepfakeDetection. Zenodo 2025 September https://doi.org/10.5281/zenodo.17225924 streams/repo/zenodo

Injy Hamed Caroline Sabty Slim Abdennadher Ngoc Thang Vu Thamar Solorio Nizar Habash A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directions. 2025 January abs/2501.13419 CoRR https://doi.org/10.48550/arXiv.2501.13419 db/journals/corr/corr2501.html#abs-2501-13419 streams/journals/corr

Injy Hamed Ngoc Thang Vu Nizar Habash The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR. 2025 March abs/2503.23576 CoRR https://doi.org/10.48550/arXiv.2503.23576 db/journals/corr/corr2503.html#abs-2503-23576 streams/journals/corr

Paul Mayer Florian Lux Alejandro Pérez González de Martos Angelina Elizarova Lindsey Vanderlyn Dirk Väth Ngoc Thang Vu Investigating Stochastic Methods for Prosody Modeling in Speech Synthesis. 2025 July abs/2507.00227 CoRR https://doi.org/10.48550/arXiv.2507.00227 db/journals/corr/corr2507.html#abs-2507-00227 streams/journals/corr

Daniel Grießhaber Maximilian Kimmich Johannes Maucher Ngoc Thang Vu A Toolbox for Improving Evolutionary Prompt Search. 2025 November abs/2511.05120 CoRR https://doi.org/10.48550/arXiv.2511.05120 db/journals/corr/corr2511.html#abs-2511-05120 streams/journals/corr

Wei Zhou 0067 Heike Adel Hendrik Schuff Ngoc Thang Vu Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings. 6867-6875 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.600 conf/coling/2024 db/conf/coling/coling2024.html#ZhouASV24 Pascal Tilli Ngoc Thang Vu Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering. 9204-9223 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.806 conf/coling/2024 db/conf/coling/coling2024.html#TilliV24 Maximilian Schmidt Andrea Bartezzaghi Ngoc Thang Vu Prompting-based Synthetic Data Generation for Few-Shot Question Answering. 13168-13178 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.1153 conf/coling/2024 db/conf/coling/coling2024.html#SchmidtBV24 Dirk Väth Lindsey Vanderlyn Ngoc Thang Vu Towards a Zero-Data, Controllable, Adaptive Dialog System. 16433-16449 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.1428 conf/coling/2024 db/conf/coling/coling2024.html#VathVV24 Nora Ketschik Nadja Schauffler André Blessing Markus Gärtner Kerstin Jung Florin Rheinwald Toni Bernhart Anna Kinder Julia Koch Sandra Richter Rebecca Sturm Gabriel Viehhauser Ngoc Thang Vu Jonas Kuhn Annotieren, Visualisieren, Explorieren - ein integrativer Ansatz zur Erschließung von Lyrik in Text und Rezitation. 2024 DHd https://doi.org/10.5281/zenodo.10698278 conf/dhd/2024 db/conf/dhd/dhd2024.html#KetschikSBGJRBKKRSVVK24 streams/conf/dhd Nora Ketschik Nadja Schauffler André Blessing Markus Gärtner Kerstin Jung Florin Rheinwald Toni Bernhart Anna Kinder Julia Koch Sandra Richter Rebecca Sturm Gabriel Viehhauser Ngoc Thang Vu Jonas Kuhn Annotieren, Visualisieren, Explorieren - ein integrativer Ansatz zur Erschließung von Lyrik in Text und Rezitation. 2024 DHd https://doi.org/10.5281/zenodo.10706050 conf/dhd/2024 db/conf/dhd/dhd2024.html#KetschikSBGJRBKKRSVVK24a streams/conf/dhd Maximilian Kimmich Andrea Bartezzaghi Jasmina Bogojeska Cristiano Malossi Ngoc Thang Vu Combining Data Generation and Active Learning for Low-Resource Question Answering. 131-147 2024 ICANN (7) https://doi.org/10.1007/978-3-031-72350-6_9 conf/icann/2024-7 db/conf/icann/icann2024-7.html#KimmichBBMV24 streams/conf/icann Thomas Bott Florian Lux Ngoc Thang Vu Controlling Emotion in Text-to-Speech with Natural Language Prompts. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1337 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#BottLV24 Florian Lux Sarina Meyer Lyonel Behringer Frank Zalkow Phat Do Matt Coler Emanuël A. P. Habets Ngoc Thang Vu Meta Learning Text-to-Speech Synthesis in over 7000 Languages. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1335 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#LuxMBZDCHV24 Sarina Meyer Florian Lux Ngoc Thang Vu Probing the Feasibility of Multilingual Speaker Anonymization. 2024 INTERSPEECH https://doi.org/10.21437/Interspeech.2024-1615 conf/interspeech/2024 db/conf/interspeech/interspeech2024.html#MeyerLV24 Daniel Ortega Steven Söhnel Ngoc Thang Vu Improving and Understanding Clarifying Question Generation in Conversational Search. 222-235 2024 TSD (2) https://doi.org/10.1007/978-3-031-70566-3_20 conf/tsd/2024-2 db/conf/tsd/tsd2024-2.html#OrtegaSV24 streams/conf/tsd Sarina Meyer Florian Lux Ngoc Thang Vu Multilingual Speaker Anonymization Trials for CommonVoice and Multilingual LibriSpeech. 2024 June https://doi.org/10.5281/zenodo.12801027 Zenodo streams/repo/zenodo

Wei Zhou 0067 Heike Adel Hendrik Schuff Ngoc Thang Vu Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings. 2024 abs/2403.05338 CoRR https://doi.org/10.48550/arXiv.2403.05338 db/journals/corr/corr2403.html#abs-2403-05338

Dirk Väth Lindsey Vanderlyn Ngoc Thang Vu Towards a Zero-Data, Controllable, Adaptive Dialog System. 2024 abs/2403.17582 CoRR https://doi.org/10.48550/arXiv.2403.17582 db/journals/corr/corr2403.html#abs-2403-17582

Pascal Tilli Ngoc Thang Vu Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering. 2024 abs/2403.17647 CoRR https://doi.org/10.48550/arXiv.2403.17647 db/journals/corr/corr2403.html#abs-2403-17647

Pavel Denisov Ngoc Thang Vu Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training. 2024 abs/2404.10922 CoRR https://doi.org/10.48550/arXiv.2404.10922 db/journals/corr/corr2404.html#abs-2404-10922

Maximilian Schmidt Andrea Bartezzaghi Ngoc Thang Vu Prompting-based Synthetic Data Generation for Few-Shot Question Answering. 2024 abs/2405.09335 CoRR https://doi.org/10.48550/arXiv.2405.09335 db/journals/corr/corr2405.html#abs-2405-09335

Florian Lux Sarina Meyer Lyonel Behringer Frank Zalkow Phat Do Matt Coler Emanuël A. P. Habets Ngoc Thang Vu Meta Learning Text-to-Speech Synthesis in over 7000 Languages. 2024 abs/2406.06403 CoRR https://doi.org/10.48550/arXiv.2406.06403 db/journals/corr/corr2406.html#abs-2406-06403

Thomas Bott Florian Lux Ngoc Thang Vu Controlling Emotion in Text-to-Speech with Natural Language Prompts. 2024 abs/2406.06406 CoRR https://doi.org/10.48550/arXiv.2406.06406 db/journals/corr/corr2406.html#abs-2406-06406

Sarina Meyer Florian Lux Ngoc Thang Vu Probing the Feasibility of Multilingual Speaker Anonymization. 2024 abs/2407.02937 CoRR https://doi.org/10.48550/arXiv.2407.02937 db/journals/corr/corr2407.html#abs-2407-02937 streams/journals/corr

Chia-Yu Li Ngoc Thang Vu Improving noisy student training for low-resource languages in End-to-End ASR using CycleGAN and inter-domain losses. 2024 abs/2407.21061 CoRR https://doi.org/10.48550/arXiv.2407.21061 db/journals/corr/corr2407.html#abs-2407-21061 streams/journals/corr

Lucas Möller Pascal Tilli Ngoc Thang Vu Sebastian Padó Explaining Vision-Language Similarities in Dual Encoders with Feature-Pair Attributions. 2024 abs/2408.14153 CoRR https://doi.org/10.48550/arXiv.2408.14153 db/journals/corr/corr2408.html#abs-2408-14153 streams/journals/corr

Lindsey Vanderlyn Dirk Väth Ngoc Thang Vu Investigating the effect of Mental Models in User Interaction with an Adaptive Dialog Agent. 2024 abs/2408.14154 CoRR https://doi.org/10.48550/arXiv.2408.14154 db/journals/corr/corr2408.html#abs-2408-14154 streams/journals/corr

Tushar Dhyani Florian Lux Michele Mancusi Giorgio Fabbro Fritz Hohl Ngoc Thang Vu High-Resolution Speech Restoration with Latent Diffusion Model. 2024 abs/2409.11145 CoRR https://doi.org/10.48550/arXiv.2409.11145 db/journals/corr/corr2409.html#abs-2409-11145 streams/journals/corr

Dirk Väth Ngoc Thang Vu A Zero-Shot approach to the Conversational Tree Search Task. 2024 abs/2410.05821 CoRR https://doi.org/10.48550/arXiv.2410.05821 db/journals/corr/corr2410.html#abs-2410-05821 streams/journals/corr

Pascal Tilli Ngoc Thang Vu Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering. 2024 abs/2412.08263 CoRR https://doi.org/10.48550/arXiv.2412.08263 db/journals/corr/corr2412.html#abs-2412-08263 streams/journals/corr

Anton Batliner Michael Neumann 0001 Felix Burkhardt Alice Baird Sarina Meyer Ngoc Thang Vu Björn W. Schuller Ethical Awareness in Paralinguistics: A Taxonomy of Applications. 1904-1921 2023 May 39 Int. J. Hum. Comput. Interact. 9 https://doi.org/10.1080/10447318.2022.2140385 db/journals/ijhci/ijhci39.html#BatlinerNBBMVS23

Hendrik Schuff Lindsey Vanderlyn Heike Adel Ngoc Thang Vu How to do human evaluation: A brief introduction to user studies in NLP. 1199-1222 2023 September 29 Nat. Lang. Eng. 5 https://doi.org/10.1017/s1351324922000535 db/journals/nle/nle29.html#SchuffVAV23

Dirk Väth Lindsey Vanderlyn Ngoc Thang Vu DIAGRAPH: An Open-Source Graphic Interface for Dialog Flow Design. 136-143 2023 ACL (demo) https://doi.org/10.18653/v1/2023.acl-demo.13 https://aclanthology.org/2023.acl-demo.13 conf/acl/2023d db/conf/acl/acl2023d.html#VathVV23 Manuel Mager Elisabeth Mager Katharina Kann Ngoc Thang Vu Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers. 4871-4897 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.268 https://aclanthology.org/2023.acl-long.268 conf/acl/2023-1 db/conf/acl/acl2023-1.html#MagerMKV23 Alon Jacovi Hendrik Schuff Heike Adel Ngoc Thang Vu Yoav Goldberg Neighboring Words Affect Human Interpretation of Saliency Explanations. 11816-11833 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.750 https://aclanthology.org/2023.findings-acl.750 conf/acl/2023f db/conf/acl/acl2023f.html#JacoviSAVG23 Pavel Denisov Ngoc Thang Vu Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding. 1-8 2023 ASRU https://doi.org/10.1109/ASRU57964.2023.10389655 conf/asru/2023 db/conf/asru/asru2023.html#DenisovV23 Florian Lux Julia Koch Sarina Meyer Thomas Bott Nadja Schauffler Pavel Denisov Antje Schweitzer Ngoc Thang Vu The IMS Toucan System for the Blizzard Challenge 2023. 2023 Blizzard Challenge https://doi.org/10.21437/Blizzard.2023-4 conf/blizzard/2023 db/conf/blizzard/blizzard2023.html#LuxKMBSDSV23 Esra Dönmez Pascal Tilli Hsiu-Yu Yang Ngoc Thang Vu Carina Silberer HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities. 364-388 2023 CoNLL https://doi.org/10.18653/v1/2023.conll-1.24 https://aclanthology.org/2023.conll-1.24 conf/conll/2023 db/conf/conll/conll2023.html#DonmezTYVS23 Dirk Väth Lindsey Vanderlyn Ngoc Thang Vu Conversational Tree Search: A New Hybrid Dialog Task. 1256-1272 2023 EACL https://doi.org/10.18653/v1/2023.eacl-main.91 https://aclanthology.org/2023.eacl-main.91 conf/eacl/2023 db/conf/eacl/eacl2023.html#VathVV23 Marwa Gaser Manuel Mager Injy Hamed Nizar Habash Slim Abdennadher Ngoc Thang Vu Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text. 3505-3520 2023 EACL https://doi.org/10.18653/v1/2023.eacl-main.256 https://aclanthology.org/2023.eacl-main.256 conf/eacl/2023 db/conf/eacl/eacl2023.html#GaserMHHAV23 Sarina Meyer Florian Lux Julia Koch Pavel Denisov Pascal Tilli Ngoc Thang Vu Prosody Is Not Identity: A Speaker Anonymization Approach Using Prosody Cloning. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10096607 conf/icassp/2023 db/conf/icassp/icassp2023.html#MeyerLKDTV23 Daniel Grießhaber Johannes Maucher Ngoc Thang Vu Regularisation for Efficient Softmax Parameter Generation in Low-Resource Text Classifiers. 5058-5066 2023 IJCAI https://doi.org/10.24963/ijcai.2023/562 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#GriesshaberMV23 Florian Lux Pascal Tilli Sarina Meyer Ngoc Thang Vu Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions. 4788-4792 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-858 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#LuxTMV23 Noel Schäfer Sebastian Künzel Tanja Munz-Körner Pascal Tilli Sandeep Vidyapu Ngoc Thang Vu Daniel Weiskopf Visual Analysis of Scene-Graph-Based Visual Question Answering. 25:1-25:8 2023 VINCI https://doi.org/10.1145/3615522.3615547 conf/vinci/2023 db/conf/vinci/vinci2023.html#SchaferKMTVVW23 Noel Schäfer Pascal Tilli Tanja Munz-Körner Sebastian Künzel Sandeep Vidyapu Ngoc Thang Vu Daniel Weiskopf Visual Analysis System for Scene-Graph-Based Visual Question Answering. 2023 July https://darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi:10.18419/darus-3589&version=1.0 DaRUS streams/repo/darus Noel Schäfer Pascal Tilli Tanja Munz-Körner Sebastian Künzel Sandeep Vidyapu Ngoc Thang Vu Daniel Weiskopf Model Parameters and Evaluation Data for our Visual Analysis System for Scene-Graph-Based Visual Question Answering. 2023 July https://darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi:10.18419/darus-3597&version=1.0 DaRUS streams/repo/darus

Dirk Väth Lindsey Vanderlyn Ngoc Thang Vu Conversational Tree Search: A New Hybrid Dialog Task. 2023 abs/2303.10227 CoRR https://doi.org/10.48550/arXiv.2303.10227 db/journals/corr/corr2303.html#abs-2303-10227

Daniel Ortega Sarina Meyer Antje Schweitzer Ngoc Thang Vu Modeling Speaker-Listener Interaction for Backchannel Prediction. 2023 abs/2304.04472 CoRR https://doi.org/10.48550/arXiv.2304.04472 db/journals/corr/corr2304.html#abs-2304-04472

Daniel Ortega Chia-Yu Li Ngoc Thang Vu Oh, Jeez! or Uh-huh? A Listener-aware Backchannel Predictor on ASR Transcriptions. 2023 abs/2304.04478 CoRR https://doi.org/10.48550/arXiv.2304.04478 db/journals/corr/corr2304.html#abs-2304-04478

Alon Jacovi Hendrik Schuff Heike Adel Ngoc Thang Vu Yoav Goldberg Neighboring Words Affect Human Interpretation of Saliency Explanations. 2023 abs/2305.02679 CoRR https://doi.org/10.48550/arXiv.2305.02679 db/journals/corr/corr2305.html#abs-2305-02679

Manuel Mager Elisabeth Mager Katharina Kann Ngoc Thang Vu Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers. 2023 abs/2305.19474 CoRR https://doi.org/10.48550/arXiv.2305.19474 db/journals/corr/corr2305.html#abs-2305-19474

Manuel Mager Rajat Bhatnagar Graham Neubig Ngoc Thang Vu Katharina Kann Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction. 2023 abs/2306.06804 CoRR https://doi.org/10.48550/arXiv.2306.06804 db/journals/corr/corr2306.html#abs-2306-06804

Sarina Meyer Xiaoxiao Miao Ngoc Thang Vu VoicePAT: An Efficient Open-source Evaluation Toolkit for Voice Privacy Research. 2023 abs/2309.08049 CoRR https://doi.org/10.48550/arXiv.2309.08049 db/journals/corr/corr2309.html#abs-2309-08049

Pavel Denisov Ngoc Thang Vu Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding. 2023 abs/2310.06103 CoRR https://doi.org/10.48550/arXiv.2310.06103 db/journals/corr/corr2310.html#abs-2310-06103

Injy Hamed Nizar Habash Ngoc Thang Vu Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study. 2023 abs/2310.15262 CoRR https://doi.org/10.48550/arXiv.2310.15262 db/journals/corr/corr2310.html#abs-2310-15262

Florian Lux Julia Koch Sarina Meyer Thomas Bott Nadja Schauffler Pavel Denisov Antje Schweitzer Ngoc Thang Vu The IMS Toucan System for the Blizzard Challenge 2023. 2023 abs/2310.17499 CoRR https://doi.org/10.48550/arXiv.2310.17499 db/journals/corr/corr2310.html#abs-2310-17499

Florian Lux Pascal Tilli Sarina Meyer Ngoc Thang Vu Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions. 2023 abs/2310.17502 CoRR https://doi.org/10.48550/arXiv.2310.17502 db/journals/corr/corr2310.html#abs-2310-17502

Tanja Munz Dirk Väth Paul Kuznecov Ngoc Thang Vu Daniel Weiskopf Visualization-based improvement of neural machine translation. 45-60 2022 103 Comput. Graph. https://doi.org/10.1016/j.cag.2021.12.003 db/journals/cg/cg103.html#MunzVKVW22

Injy Hamed Pavel Denisov Chia-Yu Li Mohamed Elmahdy 0001 Slim Abdennadher Ngoc Thang Vu Investigations on speech recognition systems for low-resource dialectal Arabic-English code-switching speech. 101278 2022 72 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2021.101278 db/journals/csl/csl72.html#HamedDLEAV22

Katharina Kann Abteen Ebrahimi Manuel Mager Arturo Oncevay John E. Ortega Annette Rios Angela Fan Ximena Gutierrez-Vasques Luis Chiruzzo Gustavo Alberto Giménez Lugo Ricardo Ramos Iván Vladimir Meza Ruíz Elisabeth Mager Vishrav Chaudhary Graham Neubig Alexis Palmer Rolando Coto-Solano Ngoc Thang Vu AmericasNLI: Machine translation and natural language inference systems for Indigenous languages of the Americas. 2022 5 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2022.995667 db/journals/frai/frai5.html#KannEMOORFGCLRRMCNPSV22

Injy Hamed Alia El Bolock Cornelia Herbert Slim Abdennadher Ngoc Thang Vu The Who in Code-Switching: A Case Study for Predicting Egyptian Arabic-English Code-Switching Levels Based on Character Profiles. 2250010:1-2250010:22 2022 March 32 Int. J. Asian Lang. Process. 1 https://doi.org/10.1142/S2717554522500102 db/journals/jclc/jclc32.html#HamedBHAV22

Manuel Mager Arturo Oncevay Elisabeth Mager Katharina Kann Ngoc Thang Vu BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages. 961-971 2022 ACL (Findings) https://doi.org/10.18653/v1/2022.findings-acl.78 https://aclanthology.org/2022.findings-acl.78 conf/acl/2022f db/conf/acl/acl2022f.html#MagerOMKV22 Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo Angela Fan John E. Ortega Ricardo Ramos Annette Rios Iván Vladimir Meza Ruíz Gustavo Giménez Lugo Elisabeth Mager Graham Neubig Alexis Palmer Rolando Coto-Solano Ngoc Thang Vu Katharina Kann AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages. 6279-6299 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.435 https://aclanthology.org/2022.acl-long.435 conf/acl/2022-1 db/conf/acl/acl2022-1.html#EbrahimiMOCCFOR22 Florian Lux Ngoc Thang Vu Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features. 6858-6868 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.472 https://aclanthology.org/2022.acl-long.472 conf/acl/2022-1 db/conf/acl/acl2022-1.html#LuxV22 Hendrik Schuff Alon Jacovi Heike Adel Yoav Goldberg Ngoc Thang Vu Human Interpretation of Saliency-based Explanation Over Text. 611-636 2022 FAccT https://doi.org/10.1145/3531146.3533127 https://www.wikidata.org/entity/Q130840379 conf/fat/2022 db/conf/fat/facct2022.html#SchuffJAGV22 Siddhant Arora Siddharth Dalmia Pavel Denisov Xuankai Chang Yushi Ueda Yifan Peng 0003 Yuekai Zhang Sujay Kumar Karthik Ganesan 0003 Brian Yan Ngoc Thang Vu Alan W. Black Shinji Watanabe 0001 ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet. 7167-7171 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9747674 conf/icassp/2022 db/conf/icassp/icassp2022.html#AroraDDCUPZKGYV22 Lindsey Vanderlyn Talita Anthonio Daniel Ortega Michael Roth 0001 Ngoc Thang Vu Toward Implicit Reference in Dialog: A Survey of Methods and Data. 587-600 2022 AACL/IJCNLP (1) https://doi.org/10.18653/v1/2022.aacl-main.45 https://aclanthology.org/2022.aacl-main.45 conf/ijcnlp/2022-1 db/conf/ijcnlp/ijcnlp2022-1.html#VanderlynAORV22 Florian Lux Julia Koch Ngoc Thang Vu Low-Resource Multilingual and Zero-Shot Multispeaker TTS. 741-751 2022 AACL/IJCNLP (1) https://doi.org/10.18653/v1/2022.aacl-main.56 https://aclanthology.org/2022.aacl-main.56 conf/ijcnlp/2022-1 db/conf/ijcnlp/ijcnlp2022-1.html#LuxKV22 Julia Koch Florian Lux Nadja Schauffler Toni Bernhart Felix Dieterle Jonas Kuhn Sandra Richter Gabriel Viehhauser Ngoc Thang Vu PoeticTTS - Controllable Poetry Reading for Literary Studies. 1223-1227 2022 INTERSPEECH https://doi.org/10.21437/Interspeech.2022-10841 conf/interspeech/2022 db/conf/interspeech/interspeech2022.html#KochLSBDKRVV22 Sarina Meyer Florian Lux Pavel Denisov Julia Koch Pascal Tilli Ngoc Thang Vu Speaker Anonymization with Phonetic Intermediate Representations. 4925-4929 2022 INTERSPEECH https://doi.org/10.21437/Interspeech.2022-10703 conf/interspeech/2022 db/conf/interspeech/interspeech2022.html#MeyerLDKTV22 Nadja Schauffler Toni Bernhart André Blessing Gunilla Eschenbach Markus Gärtner Kerstin Jung Anna Kinder Julia Koch Sandra Richter Gabriel Viehhauser Ngoc Thang Vu Lorenz Wesemann Jonas Kuhn »textklang« - Towards a Multi-Modal Exploration Platform for German Poetry. 5345-5355 2022 LREC https://aclanthology.org/2022.lrec-1.572 conf/lrec/2022 db/conf/lrec/lrec2022.html#SchaufflerBBEGJ22 Chia-Yu Li Ngoc Thang Vu Improving Semi-Supervised End-To-End Automatic Speech Recognition Using Cyclegan and Inter-Domain Losses. 822-829 2022 SLT https://doi.org/10.1109/SLT54892.2023.10022448 conf/slt/2022 db/conf/slt/slt2022.html#LiV22 Florian Lux Ching-Yi Chen Ngoc Thang Vu Combining Contrastive and Non-Contrastive Losses for Fine-Tuning Pretrained Models in Speech Analysis. 876-883 2022 SLT https://doi.org/10.1109/SLT54892.2023.10022897 conf/slt/2022 db/conf/slt/slt2022.html#LuxCV22 Sarina Meyer Pascal Tilli Pavel Denisov Florian Lux Julia Koch Ngoc Thang Vu Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy. 912-919 2022 SLT https://doi.org/10.1109/SLT54892.2023.10022601 conf/slt/2022 db/conf/slt/slt2022.html#MeyerTDLKV22 Florian Lux Julia Koch Ngoc Thang Vu Exact Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech. 962-969 2022 SLT https://doi.org/10.1109/SLT54892.2023.10022433 conf/slt/2022 db/conf/slt/slt2022.html#LuxKV22 Injy Hamed Nizar Habash Slim Abdennadher Ngoc Thang Vu ArzEn-ST: A Three-way Speech Translation Corpus for Code-Switched Egyptian Arabic-English. 119-130 2022 WANLP@EMNLP https://doi.org/10.18653/v1/2022.wanlp-1.12 https://aclanthology.org/2022.wanlp-1.12 conf/wanlp/2022 db/conf/wanlp/wanlp2022.html#HamedHAV22 Tanja Munz Dirk Väth Paul Kuznecov Ngoc Thang Vu Daniel Weiskopf NMTVis - Extended Neural Machine Translation Visualization System. 2022 January https://darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi:10.18419/darus-2124&version=1.0 DaRUS streams/repo/darus

Hendrik Schuff Alon Jacovi Heike Adel Yoav Goldberg Ngoc Thang Vu Human Interpretation of Saliency-based Explanation Over Text. 2022 abs/2201.11569 CoRR https://arxiv.org/abs/2201.11569 db/journals/corr/corr2201.html#abs-2201-11569

Florian Lux Ngoc Thang Vu Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features. 2022 abs/2203.03191 CoRR https://doi.org/10.48550/arXiv.2203.03191 db/journals/corr/corr2203.html#abs-2203-03191

Hung-yi Lee Shang-Wen Li 0001 Ngoc Thang Vu Meta Learning for Natural Language Processing: A Survey. 2022 abs/2205.01500 CoRR https://doi.org/10.48550/arXiv.2205.01500 db/journals/corr/corr2205.html#abs-2205-01500

Injy Hamed Nizar Habash Slim Abdennadher Ngoc Thang Vu Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation. 2022 abs/2205.12649 CoRR https://doi.org/10.48550/arXiv.2205.12649 db/journals/corr/corr2205.html#abs-2205-12649

Florian Lux Julia Koch Ngoc Thang Vu Prosody Cloning in Zero-Shot Multispeaker Text-to-Speech. 2022 abs/2206.12229 CoRR https://doi.org/10.48550/arXiv.2206.12229 db/journals/corr/corr2206.html#abs-2206-12229

Sarina Meyer Florian Lux Pavel Denisov Julia Koch Pascal Tilli Ngoc Thang Vu Speaker Anonymization with Phonetic Intermediate Representations. 2022 abs/2207.04834 CoRR https://doi.org/10.48550/arXiv.2207.04834 db/journals/corr/corr2207.html#abs-2207-04834

Julia Koch Florian Lux Nadja Schauffler Toni Bernhart Felix Dieterle Jonas Kuhn Sandra Richter Gabriel Viehhauser Ngoc Thang Vu PoeticTTS - Controllable Poetry Reading for Literary Studies. 2022 abs/2207.05549 CoRR https://doi.org/10.48550/arXiv.2207.05549 db/journals/corr/corr2207.html#abs-2207-05549

Injy Hamed Alia El Bolock Cornelia Herbert Slim Abdennadher Ngoc Thang Vu The Who in Code-Switching: A Case Study for Predicting Egyptian Arabic-English Code-Switching Levels based on Character Profiles. 2022 abs/2208.00433 CoRR https://doi.org/10.48550/arXiv.2208.00433 db/journals/corr/corr2208.html#abs-2208-00433

Marwa Gaser Manuel Mager Injy Hamed Nizar Habash Slim Abdennadher Ngoc Thang Vu Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text. 2022 abs/2210.06990 CoRR https://doi.org/10.48550/arXiv.2210.06990 db/journals/corr/corr2210.html#abs-2210-06990

Sarina Meyer Pascal Tilli Pavel Denisov Florian Lux Julia Koch Ngoc Thang Vu Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy. 2022 abs/2210.07002 CoRR https://doi.org/10.48550/arXiv.2210.07002 db/journals/corr/corr2210.html#abs-2210-07002

Hendrik Schuff Heike Adel Peng Qi Ngoc Thang Vu How (Not) To Evaluate Explanation Quality. 2022 abs/2210.07126 CoRR https://doi.org/10.48550/arXiv.2210.07126 db/journals/corr/corr2210.html#abs-2210-07126

Chia-Yu Li Ngoc Thang Vu Improving Semi-supervised End-to-end Automatic Speech Recognition using CycleGAN and Inter-domain Losses. 2022 abs/2210.11642 CoRR https://doi.org/10.48550/arXiv.2210.11642 db/journals/corr/corr2210.html#abs-2210-11642

Florian Lux Julia Koch Ngoc Thang Vu Low-Resource Multilingual and Zero-Shot Multispeaker TTS. 2022 abs/2210.12223 CoRR https://doi.org/10.48550/arXiv.2210.12223 db/journals/corr/corr2210.html#abs-2210-12223

Florian Lux Ching-Yi Chen Ngoc Thang Vu Combining Contrastive and Non-Contrastive Losses for Fine-Tuning Pretrained Models in Speech Analysis. 2022 abs/2211.01964 CoRR https://doi.org/10.48550/arXiv.2211.01964 db/journals/corr/corr2211.html#abs-2211-01964

Injy Hamed Nizar Habash Slim Abdennadher Ngoc Thang Vu ArzEn-ST: A Three-way Speech Translation Corpus for Code-Switched Egyptian Arabic - English. 2022 abs/2211.12000 CoRR https://doi.org/10.48550/arXiv.2211.12000 db/journals/corr/corr2211.html#abs-2211-12000

Chia-Yu Li Ngoc Thang Vu Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN. 830-836 2021 ASRU https://doi.org/10.1109/ASRU51503.2021.9688310 conf/asru/2021 db/conf/asru/asru2021.html#LiV21 Hendrik Schuff Hsiu-Yu Yang Heike Adel Ngoc Thang Vu Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings. 26-41 2021 BlackboxNLP@EMNLP https://doi.org/10.18653/v1/2021.blackboxnlp-1.3 https://aclanthology.org/2021.blackboxnlp-1.3 conf/blackboxnlp/2021 db/conf/blackboxnlp/blackboxnlp2021.html#SchuffYAV21 Florian Lux Julia Koch Antje Schweitzer Ngoc Thang Vu The IMS Toucan system for the Blizzard Challenge 2021. 2021 Blizzard Challenge https://doi.org/10.21437/Blizzard.2021-2 conf/blizzard/2021 db/conf/blizzard/blizzard2021.html#LuxKSV21 Katharina Weitz Lindsey Vanderlyn Ngoc Thang Vu Elisabeth André "It's our fault!": Insights Into Users' Understanding and Interaction With an Explanatory Collaborative Dialog System. 1-16 2021 CoNLL https://doi.org/10.18653/v1/2021.conll-1.1 conf/conll/2021 db/conf/conll/conll2021.html#WeitzVVA21 Lindsey Vanderlyn Gianna Weber Michael Neumann 0001 Dirk Väth Sarina Meyer Ngoc Thang Vu "It seemed like an annoying woman": On the Perception and Ethical Considerations of Affective Language in Text-Based Conversational Agents. 44-57 2021 CoNLL https://doi.org/10.18653/v1/2021.conll-1.4 conf/conll/2021 db/conf/conll/conll2021.html#VanderlynWNVMV21 Cennet Oguz Ngoc Thang Vu Few-shot Learning for Slot Tagging with Attentive Relational Network. 1566-1572 2021 EACL https://doi.org/10.18653/v1/2021.eacl-main.134 https://aclanthology.org/2021.eacl-main.134/ conf/eacl/2021 db/conf/eacl/eacl2021.html#OguzV21 Dirk Väth Pascal Tilli Ngoc Thang Vu Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking. 114-123 2021 EMNLP (Demos) https://doi.org/10.18653/v1/2021.emnlp-demo.14 https://aclanthology.org/2021.emnlp-demo.14 conf/emnlp/2021-d db/conf/emnlp/emnlp2021-d.html#VathTV21 Tanja Munz Dirk Väth Paul Kuznecov Ngoc Thang Vu Daniel Weiskopf Visual-Interactive Neural Machine Translation. 265-274 2021 Graphics Interface https://doi.org/10.20380/GI2021.30 conf/graphicsinterface/2021 db/conf/graphicsinterface/graphicsinterface2021.html#MunzVKVW21 Injy Hamed Alia El Bolock Nader Rizk Cornelia Herbert Slim Abdennadher Ngoc Thang Vu Predicting User Code-Switching Level from Sociological and Psychological Profiles. 395-400 2021 IALP https://doi.org/10.1109/IALP54817.2021.9675266 conf/ialp/2021 db/conf/ialp/ialp2021.html#HamedBRHAV21 Florian Lux Ngoc Thang Vu Meta-Learning for Improving Rare Word Recognition in End-to-End ASR. 5974-5978 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9414298 conf/icassp/2021 db/conf/icassp/icassp2021.html#LuxV21 Pavel Denisov Manuel Mager Ngoc Thang Vu IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task. 175-181 2021 IWSLT https://doi.org/10.18653/v1/2021.iwslt-1.21 https://aclanthology.org/2021.iwslt-1.21 conf/iwslt/2021 db/conf/iwslt/iwslt2021.html#DenisovMV21 Michael Neumann 0001 Ngoc Thang Vu Investigations on audiovisual emotion recognition in noisy conditions. 358-364 2021 SLT https://doi.org/10.1109/SLT48900.2021.9383588 conf/slt/2021 db/conf/slt/slt2021.html#NeumannV21 Tanja Munz Dirk Väth Paul Kuznecov Ngoc Thang Vu Daniel Weiskopf NMTVis - Neural Machine Translation Visualization System. 2021 May https://darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi:10.18419/darus-1849&version=1.0 DaRUS streams/repo/darus Tanja Munz Dirk Väth Paul Kuznecov Ngoc Thang Vu Daniel Weiskopf NMTVis - Trained Models for our Visual Analytics System. 2021 May https://darus.uni-stuttgart.de/dataset.xhtml?persistentId=doi:10.18419/darus-1850&version=1.0 DaRUS streams/repo/darus

Florian Lux Ngoc Thang Vu Meta-Learning for improving rare word recognition in end-to-end ASR. 2021 abs/2102.12624 CoRR https://arxiv.org/abs/2102.12624 db/journals/corr/corr2102.html#abs-2102-12624

Michael Neumann 0001 Ngoc Thang Vu Investigations on Audiovisual Emotion Recognition in Noisy Conditions. 2021 abs/2103.01894 CoRR https://arxiv.org/abs/2103.01894 db/journals/corr/corr2103.html#abs-2103-01894

Cennet Oguz Ngoc Thang Vu Few-shot Learning for Slot Tagging with Attentive Relational Network. 2021 abs/2103.02333 CoRR https://arxiv.org/abs/2103.02333 db/journals/corr/corr2103.html#abs-2103-02333

Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo Angela Fan John E. Ortega Ricardo Ramos Annette Rios Ivan Vladimir Gustavo Alberto Giménez Lugo Elisabeth Mager Graham Neubig Alexis Palmer Rolando Coto-Solano Ngoc Thang Vu Katharina Kann AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages. 2021 abs/2104.08726 CoRR https://arxiv.org/abs/2104.08726 db/journals/corr/corr2104.html#abs-2104-08726

Pavel Denisov Manuel Mager Ngoc Thang Vu IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task. 2021 abs/2106.16055 CoRR https://arxiv.org/abs/2106.16055 db/journals/corr/corr2106.html#abs-2106-16055

Hendrik Schuff Heike Adel Ngoc Thang Vu Thought Flow Nets: From Single Predictions to Trains of Model Thought. 2021 abs/2107.12220 CoRR https://arxiv.org/abs/2107.12220 db/journals/corr/corr2107.html#abs-2107-12220

Injy Hamed Pavel Denisov Chia-Yu Li Mohamed Elmahdy 0001 Slim Abdennadher Ngoc Thang Vu Investigations on Speech Recognition Systems for Low-Resource Dialectal Arabic-English Code-Switching Speech. 2021 abs/2108.12881 CoRR https://arxiv.org/abs/2108.12881 db/journals/corr/corr2108.html#abs-2108-12881

Hendrik Schuff Hsiu-Yu Yang Heike Adel Ngoc Thang Vu Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings. 2021 abs/2109.07833 CoRR https://arxiv.org/abs/2109.07833 db/journals/corr/corr2109.html#abs-2109-07833

Dirk Väth Pascal Tilli Ngoc Thang Vu Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking. 2021 abs/2110.05159 CoRR https://arxiv.org/abs/2110.05159 db/journals/corr/corr2110.html#abs-2110-05159

Siddhant Arora Siddharth Dalmia Pavel Denisov Xuankai Chang Yushi Ueda Yifan Peng 0003 Yuekai Zhang Sujay Kumar Karthik Ganesan 0003 Brian Yan Ngoc Thang Vu Alan W. Black Shinji Watanabe 0001 ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet. 2021 abs/2111.14706 CoRR https://arxiv.org/abs/2111.14706 db/journals/corr/corr2111.html#abs-2111-14706

Chia-Yu Li Ngoc Thang Vu Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN. 2021 abs/2112.06309 CoRR https://arxiv.org/abs/2112.06309 db/journals/corr/corr2112.html#abs-2112-06309

Chia-Yu Li Ngoc Thang Vu Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks. 2021 abs/2112.06327 CoRR https://arxiv.org/abs/2112.06327 db/journals/corr/corr2112.html#abs-2112-06327

Injy Hamed Alia El Bolock Nader Rizk Cornelia Herbert Slim Abdennadher Ngoc Thang Vu Predicting User Code-Switching Level from Sociological and Psychological Profiles. 2021 abs/2112.06462 CoRR https://arxiv.org/abs/2112.06462 db/journals/corr/corr2112.html#abs-2112-06462

Chia-Yu Li Ngoc Thang Vu Investigation of Densely Connected Convolutional Networks with Domain Adversarial Learning for Noise Robust Speech Recognition. 2021 abs/2112.10108 CoRR https://arxiv.org/abs/2112.10108 db/journals/corr/corr2112.html#abs-2112-10108

Chia-Yu Li Ngoc Thang Vu Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching. 2021 abs/2112.10202 CoRR https://arxiv.org/abs/2112.10202 db/journals/corr/corr2112.html#abs-2112-10202

Daniel Grießhaber Ngoc Thang Vu Johannes Maucher Low-resource text classification using domain-adversarial learning. 101056 2020 62 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2019.101056 https://www.wikidata.org/entity/Q126546867 db/journals/csl/csl62.html#GriesshaberVM20

Sabrina Stehwien Antje Schweitzer Ngoc Thang Vu Acoustic and temporal representations in convolutional neural network models of prosodic events. 128-141 2020 125 Speech Commun. https://doi.org/10.1016/j.specom.2020.10.005 db/journals/speech/speech125.html#StehwienSV20

Chia-Yu Li Daniel Ortega Dirk Väth Florian Lux Lindsey Vanderlyn Maximilian Schmidt Michael Neumann 0001 Moritz Völkel Pavel Denisov Sabrina Jenne Zorica Kacarevic Ngoc Thang Vu ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents. 279-286 2020 ACL (demo) https://doi.org/10.18653/v1/2020.acl-demos.31 https://aclanthology.org/2020.acl-demos.31/ conf/acl/2020-d db/conf/acl/acl2020-d.html#LiOVLVSNVDJKV20 Xiang Yu Simon Tannert Ngoc Thang Vu Jonas Kuhn Fast and Accurate Non-Projective Dependency Tree Linearization. 1451-1462 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.134 https://aclanthology.org/2020.acl-main.134/ conf/acl/2020 db/conf/acl/acl2020.html#YuTVK20 Frank Heyen Tanja Munz Michael Neumann 0001 Daniel Ortega Ngoc Thang Vu Daniel Weiskopf Michael Sedlmair ClaVis: An Interactive Visual Comparison System for Classifiers. 9:1-9:9 2020 AVI https://doi.org/10.1145/3399715.3399814 conf/avi/2020 db/conf/avi/avi2020.html#HeyenMNOVWS20 Daniel Grießhaber Johannes Maucher Ngoc Thang Vu Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning. 1158-1171 2020 COLING https://doi.org/10.18653/v1/2020.coling-main.100 https://aclanthology.org/2020.coling-main.100/ conf/coling/2020 db/conf/coling/coling2020.html#GriesshaberMV20 Ekta Sood Simon Tannert Diego Frassinelli Andreas Bulling Ngoc Thang Vu Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension. 12-25 2020 CoNLL https://doi.org/10.18653/v1/2020.conll-1.2 https://aclanthology.org/2020.conll-1.2/ conf/conll/2020 db/conf/conll/conll2020.html#SoodTFBV20 Cennet Oguz Ngoc Thang Vu A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings. 73-82 2020 SustaiNLP@EMNLP https://doi.org/10.18653/v1/2020.sustainlp-1.10 conf/emnlp/2020sustainlp db/conf/emnlp/sustainlp2020.html#OguzV20 Hendrik Schuff Heike Adel Ngoc Thang Vu F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. 7076-7095 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.575 https://aclanthology.org/2020.emnlp-main.575/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#SchuffAV20 Daniel Ortega Chia-Yu Li Ngoc Thang Vu OH, JEEZ! or UH-HUH? A Listener-Aware Backchannel Predictor on ASR Transcriptions. 8064-8068 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9054223 conf/icassp/2020 db/conf/icassp/icassp2020.html#OrtegaLV20 Pavel Denisov Ngoc Thang Vu Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning. 881-885 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2456 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#DenisovV20 Chia-Yu Li Ngoc Thang Vu Improving Code-Switching Language Modeling with Artificially Generated Texts Using Cycle-Consistent Adversarial Networks. 1057-1061 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2177 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#LiV20 Mohamed Balabel Injy Hamed Slim Abdennadher Ngoc Thang Vu Özlem Çetinoglu Cairo Student Code-Switch (CSCS) Corpus: An Annotated Egyptian Arabic-English Corpus. 3973-3977 2020 LREC https://aclanthology.org/2020.lrec-1.489/ conf/lrec/2020 db/conf/lrec/lrec2020.html#BalabelHAVC20 Injy Hamed Ngoc Thang Vu Slim Abdennadher ArzEn: A Speech Corpus for Code-switched Egyptian Arabic-English. 4237-4246 2020 LREC https://aclanthology.org/2020.lrec-1.523/ conf/lrec/2020 db/conf/lrec/lrec2020.html#HamedVA20 Alia El Bolock Injy Khairy Yomna Abdelrahman Ngoc Thang Vu Cornelia Herbert Slim Abdennadher Who, When and Why: The 3 Ws of Code-Switching. 83-94 2020 PAAMS (Workshops) https://doi.org/10.1007/978-3-030-51999-5_7 conf/paams/2020w db/conf/paams/paams2020w.html#BolockKAVHA20 Xiang Yu Ngoc Thang Vu Jonas Kuhn Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection. 70-78 2020 SIGMORPHON https://doi.org/10.18653/v1/2020.sigmorphon-1.5 https://aclanthology.org/2020.sigmorphon-1.5/ conf/sigmorphon/2020 db/conf/sigmorphon/sigmorphon2020.html#YuVK20

Pavel Denisov Ngoc Thang Vu Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning. 2020 abs/2007.01836 CoRR https://arxiv.org/abs/2007.01836 db/journals/corr/corr2007.html#abs-2007-01836

Hendrik Schuff Heike Adel Ngoc Thang Vu F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. 2020 abs/2010.06283 CoRR https://arxiv.org/abs/2010.06283 db/journals/corr/corr2010.html#abs-2010-06283

Ekta Sood Simon Tannert Diego Frassinelli Andreas Bulling Ngoc Thang Vu Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension. 2020 abs/2010.06396 CoRR https://arxiv.org/abs/2010.06396 db/journals/corr/corr2010.html#abs-2010-06396

Daniel Grießhaber Johannes Maucher Ngoc Thang Vu Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning. 2020 abs/2012.02462 CoRR https://arxiv.org/abs/2012.02462 db/journals/corr/corr2012.html#abs-2012-02462

Daniel Ortega Dirk Väth Gianna Weber Lindsey Vanderlyn Maximilian Schmidt Moritz Völkel Zorica Karacevic Ngoc Thang Vu ADVISER: A Dialog System Framework for Education & Research. 93-98 2019 ACL (3) https://doi.org/10.18653/v1/p19-3016 https://aclanthology.org/P19-3016/ conf/acl/2019-3 db/conf/acl/acl2019-3.html#OrtegaVWVSVKV19 Xiang Yu Ngoc Thang Vu Jonas Kuhn Learning the Dyck Language with Attention-based Seq2Seq Models. 138-146 2019 BlackboxNLP@ACL https://doi.org/10.18653/v1/W19-4815 conf/blackboxnlp/2019 db/conf/blackboxnlp/blackboxnlp2019.html#YuVK19 Xiang Yu Agnieszka Falenska Marina Haid Ngoc Thang Vu Jonas Kuhn IMSurReal: IMS at the Surface Realization Shared Task 2019. 50-58 2019 MSR@EMNLP-IJCNLP https://doi.org/10.18653/v1/D19-6306 conf/emnlp/2019msr db/conf/emnlp/msr2019.html#YuFHVK19 Chia-Yu Li Ngoc Thang Vu Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching. 160-165 2019 IALP https://doi.org/10.1109/IALP48816.2019.9037688 conf/ialp/2019 db/conf/ialp/ialp2019.html#LiV19 Daniel Ortega Chia-Yu Li Gisela Vallejo Pavel Denisov Ngoc Thang Vu Context-aware Neural-based Dialog Act Classification on Automatically Generated Transcriptions. 7265-7269 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8682881 conf/icassp/2019 db/conf/icassp/icassp2019.html#OrtegaLVDV19 Michael Neumann 0001 Ngoc Thang Vu Improving Speech Emotion Recognition with Unsupervised Representation Learning on Unlabeled Speech. 7390-7394 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8682541 conf/icassp/2019 db/conf/icassp/icassp2019.html#NeumannV19 Xiang Yu Agnieszka Falenska Ngoc Thang Vu Jonas Kuhn Head-First Linearization with Tree-Structured Representation. 279-289 2019 INLG https://aclanthology.org/W19-8636/ https://doi.org/10.18653/v1/W19-8636 conf/inlg/2019 db/conf/inlg/inlg2019.html#YuFVK19 Katrin Angerbauer Heike Adel Ngoc Thang Vu Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience. 594-598 2019 INTERSPEECH https://doi.org/10.21437/Interspeech.2019-1750 conf/interspeech/2019 db/conf/interspeech/interspeech2019.html#AngerbauerAV19 Fang Bao Michael Neumann 0001 Ngoc Thang Vu CycleGAN-Based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition. 2828-2832 2019 INTERSPEECH https://doi.org/10.21437/Interspeech.2019-2293 conf/interspeech/2019 db/conf/interspeech/interspeech2019.html#BaoNV19 Sabrina Jenne Ngoc Thang Vu Multimodal Articulation-Based Pronunciation Error Detection with Spectrogram and Acoustic Features. 3549-3553 2019 INTERSPEECH https://doi.org/10.21437/Interspeech.2019-1677 conf/interspeech/2019 db/conf/interspeech/interspeech2019.html#JenneV19 Pavel Denisov Ngoc Thang Vu End-to-End Multi-Speaker Speech Recognition Using Speaker Embeddings and Transfer Learning. 4425-4429 2019 INTERSPEECH https://doi.org/10.21437/Interspeech.2019-1130 conf/interspeech/2019 db/conf/interspeech/interspeech2019.html#DenisovV19 Dirk Väth Ngoc Thang Vu To Combine or Not To Combine? A Rainbow Deep Reinforcement Learning Agent for Dialog Policies. 62-67 2019 SIGdial https://doi.org/10.18653/v1/W19-5908 conf/sigdial/2019 db/conf/sigdial/sigdial2019.html#VathV19 Injy Hamed Moritz Zhu Mohamed Elmahdy 0001 Slim Abdennadher Ngoc Thang Vu Code-Switching Language Modeling with Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English. 160-170 2019 SPECOM https://doi.org/10.1007/978-3-030-26061-3_17 conf/specom/2019 db/conf/specom/specom2019.html#HamedZ0AV19

Daniel Ortega Chia-Yu Li Gisela Vallejo Pavel Denisov Ngoc Thang Vu Context-aware Neural-based Dialog Act Classification on Automatically Generated Transcriptions. 2019 abs/1902.11060 CoRR http://arxiv.org/abs/1902.11060 db/journals/corr/corr1902.html#abs-1902-11060

Pavel Denisov Ngoc Thang Vu End-to-End Multi-Speaker Speech Recognition using Speaker Embeddings and Transfer Learning. 2019 abs/1908.04737 CoRR http://arxiv.org/abs/1908.04737 db/journals/corr/corr1908.html#abs-1908-04737

Pavel Denisov Ngoc Thang Vu IMS-Speech: A Speech to Text Tool. 2019 abs/1908.04743 CoRR http://arxiv.org/abs/1908.04743 db/journals/corr/corr1908.html#abs-1908-04743

Injy Hamed Moritz Zhu Mohamed Elmahdy 0001 Slim Abdennadher Ngoc Thang Vu Code-switching Language Modeling With Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English. 2019 abs/1909.10892 CoRR http://arxiv.org/abs/1909.10892 db/journals/corr/corr1909.html#abs-1909-10892

Pavel Denisov Ngoc Thang Vu Marc Ferras Font Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition. 1-5 2018 ITG Symposium on Speech Communication https://ieeexplore.ieee.org/document/8578018 conf/ITGspeech/2018 db/conf/ITGspeech/ITGspeech2018.html#DenisovVF18 Chia-Yu Li Ngoc Thang Vu Densely Connected Convolutional Networks for Speech Recognition. 1-5 2018 ITG Symposium on Speech Communication https://ieeexplore.ieee.org/document/8578047 conf/ITGspeech/2018 db/conf/ITGspeech/ITGspeech2018.html#LiV18 Xiang Yu Ngoc Thang Vu Jonas Kuhn Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning. 183-191 2018 UDW@EMNLP https://doi.org/10.18653/v1/w18-6021 https://aclanthology.org/W18-6021/ conf/acludw/2018 db/conf/acludw/acludw2018.html#YuVK18 Matthias Blohm Glorianna Jagfeld Ekta Sood Xiang Yu Ngoc Thang Vu Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension. 108-118 2018 CoNLL https://doi.org/10.18653/v1/k18-1011 https://aclanthology.org/K18-1011/ conf/conll/2018 db/conf/conll/conll2018.html#BlohmJSYV18 Michael Wand 0002 Jürgen Schmidhuber Ngoc Thang Vu Investigations on End- to-End Audiovisual Fusion. 3041-3045 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8461900 conf/icassp/2018 db/conf/icassp/icassp2018.html#WandSV18 Michael Neumann 0001 Ngoc Thang Vu CRoss-lingual and Multilingual Speech Emotion Recognition on English and French. 5769-5773 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8462162 conf/icassp/2018 db/conf/icassp/icassp2018.html#NeumannV18 Daniel Ortega Ngoc Thang Vu Lexico-Acoustic Neural-Based Models for Dialog Act Classification. 6194-6198 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8461371 conf/icassp/2018 db/conf/icassp/icassp2018.html#OrtegaV18 Glorianna Jagfeld Sabrina Jenne Ngoc Thang Vu Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity. 221-232 2018 INLG https://doi.org/10.18653/v1/w18-6529 https://aclanthology.org/W18-6529/ conf/inlg/2018 db/conf/inlg/inlg2018.html#JagfeldJV18 Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness. 199-205 2018 NAACL-HLT (2) https://doi.org/10.18653/v1/n18-2032 https://aclanthology.org/N18-2032/ conf/naacl/2018-2 db/conf/naacl/naacl2018-2.html#NguyenWV18 Daniel Grießhaber Ngoc Thang Vu Johannes Maucher Low-Resource Text Classification Using Domain-Adversarial Learning. 129-139 2018 SLSP https://doi.org/10.1007/978-3-030-00810-9_12 conf/slsp/2018 db/conf/slsp/slsp2018.html#GriesshaberVM18

Michael Neumann 0001 Ngoc Thang Vu Cross-lingual and Multilingual Speech Emotion Recognition on English and French. 2018 abs/1803.00357 CoRR http://arxiv.org/abs/1803.00357 db/journals/corr/corr1803.html#abs-1803-00357

Daniel Ortega Ngoc Thang Vu Lexico-acoustic Neural-based Models for Dialog Act Classification. 2018 abs/1803.00831 CoRR http://arxiv.org/abs/1803.00831 db/journals/corr/corr1803.html#abs-1803-00831

Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Introducing two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness. 2018 abs/1804.05388 CoRR http://arxiv.org/abs/1804.05388 db/journals/corr/corr1804.html#abs-1804-05388

Michael Wand 0002 Ngoc Thang Vu Jürgen Schmidhuber Investigations on End-to-End Audiovisual Fusion. 2018 abs/1804.11127 CoRR http://arxiv.org/abs/1804.11127 db/journals/corr/corr1804.html#abs-1804-11127

Sabrina Stehwien Ngoc Thang Vu Antje Schweitzer Effects of Word Embeddings on Neural Network-based Pitch Accent Detection. 2018 abs/1805.05237 CoRR http://arxiv.org/abs/1805.05237 db/journals/corr/corr1805.html#abs-1805-05237

Daniel Grießhaber Ngoc Thang Vu Johannes Maucher Low-Resource Text Classification using Domain-Adversarial Learning. 2018 abs/1807.05195 CoRR http://arxiv.org/abs/1807.05195 db/journals/corr/corr1807.html#abs-1807-05195

Pavel Denisov Ngoc Thang Vu Marc Ferras Font Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition. 2018 abs/1807.11284 CoRR http://arxiv.org/abs/1807.11284 db/journals/corr/corr1807.html#abs-1807-11284

Chia-Yu Li Ngoc Thang Vu Densely Connected Convolutional Networks for Speech Recognition. 2018 abs/1808.03570 CoRR http://arxiv.org/abs/1808.03570 db/journals/corr/corr1808.html#abs-1808-03570

Matthias Blohm Glorianna Jagfeld Ekta Sood Xiang Yu Ngoc Thang Vu Comparing Attention-based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension. 2018 abs/1808.08744 CoRR http://arxiv.org/abs/1808.08744 db/journals/corr/corr1808.html#abs-1808-08744

Glorianna Jagfeld Sabrina Jenne Ngoc Thang Vu Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity. 2018 abs/1810.04864 CoRR http://arxiv.org/abs/1810.04864 db/journals/corr/corr1810.html#abs-1810-04864

Xiang Yu Ngoc Thang Vu Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages. 672-678 2017 ACL (2) https://doi.org/10.18653/v1/P17-2106 conf/acl/2017-2 db/conf/acl/acl2017-2.html#YuV17 Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network. 76-85 2017 EACL (1) https://doi.org/10.18653/v1/e17-1008 https://aclanthology.org/E17-1008/ conf/eacl/2017-1 db/conf/eacl/eacl2017-1.html#NguyenWV17 Glorianna Jagfeld Ngoc Thang Vu Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking. 10-17 2017 SCNLP@EMNLP 2017 https://doi.org/10.18653/v1/w17-4602 https://aclanthology.org/W17-4602/ conf/emnlp/2017scnlp db/conf/emnlp/scnlp2017.html#JagfeldV17 Moritz Stiefel Ngoc Thang Vu Enriching ASR Lattices with POS Tags for Dependency Parsing. 37-47 2017 SCNLP@EMNLP 2017 https://doi.org/10.18653/v1/w17-4605 https://aclanthology.org/W17-4605/ conf/emnlp/2017scnlp db/conf/emnlp/scnlp2017.html#StiefelV17 Ina Rösiger Sabrina Stehwien Arndt Riester Ngoc Thang Vu Improving coreference resolution with automatically predicted prosodic information. 78-83 2017 SCNLP@EMNLP 2017 https://doi.org/10.18653/v1/w17-4610 https://aclanthology.org/W17-4610/ conf/emnlp/2017scnlp db/conf/emnlp/scnlp2017.html#RosigerSRV17 Xiang Yu Agnieszka Falenska Ngoc Thang Vu A General-Purpose Tagger with Convolutional Neural Networks. 124-129 2017 SWCN@EMNLP https://doi.org/10.18653/v1/w17-4118 https://aclanthology.org/W17-4118/ conf/emnlp/2017swcm db/conf/emnlp/swcm2017.html#YuFV17 Kim Anh Nguyen 0001 Maximilian Köper Sabine Schulte im Walde Ngoc Thang Vu Hierarchical Embeddings for Hypernymy Detection and Directionality. 233-243 2017 EMNLP https://doi.org/10.18653/v1/d17-1022 https://aclanthology.org/D17-1022/ conf/emnlp/2017 db/conf/emnlp/emnlp2017.html#NguyenKWV17 Michael Neumann 0001 Ngoc Thang Vu Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. 1263-1267 2017 INTERSPEECH https://doi.org/10.21437/Interspeech.2017-917 conf/interspeech/2017 db/conf/interspeech/interspeech2017.html#NeumannV17 Sabrina Stehwien Ngoc Thang Vu Prosodic Event Recognition Using Convolutional Neural Networks with Context Information. 2326-2330 2017 INTERSPEECH https://doi.org/10.21437/Interspeech.2017-1159 conf/interspeech/2017 db/conf/interspeech/interspeech2017.html#StehwienV17 Daniel Ortega Ngoc Thang Vu Neural-based Context Representation Learning for Dialog Act Classification. 247-252 2017 SIGDIAL Conference https://doi.org/10.18653/v1/w17-5530 https://aclanthology.org/W17-5530/ conf/sigdial/2017 db/conf/sigdial/sigdial2017.html#OrtegaV17

Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network. 2017 abs/1701.02962 CoRR http://arxiv.org/abs/1701.02962 db/journals/corr/corr1701.html#NguyenWV17

Xiang Yu Ngoc Thang Vu Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages. 2017 abs/1705.10814 CoRR http://arxiv.org/abs/1705.10814 db/journals/corr/corr1705.html#YuV17

Michael Neumann 0001 Ngoc Thang Vu Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. 2017 abs/1706.00612 CoRR http://arxiv.org/abs/1706.00612 db/journals/corr/corr1706.html#NeumannV17

Sabrina Stehwien Ngoc Thang Vu Prosodic Event Recognition using Convolutional Neural Networks with Context Information. 2017 abs/1706.00741 CoRR http://arxiv.org/abs/1706.00741 db/journals/corr/corr1706.html#StehwienV17

Xiang Yu Agnieszka Falenska Ngoc Thang Vu A General-Purpose Tagger with Convolutional Neural Networks. 2017 abs/1706.01723 CoRR http://arxiv.org/abs/1706.01723 db/journals/corr/corr1706.html#YuFV17

Glorianna Jagfeld Ngoc Thang Vu EncodingWord Confusion Networks with Recurrent Neural Networks for Dialog State Tracking. 2017 abs/1707.05853 CoRR http://arxiv.org/abs/1707.05853 db/journals/corr/corr1707.html#JagfeldV17

Kim Anh Nguyen 0001 Maximilian Köper Sabine Schulte im Walde Ngoc Thang Vu Hierarchical Embeddings for Hypernymy Detection and Directionality. 2017 abs/1707.07273 CoRR http://arxiv.org/abs/1707.07273 db/journals/corr/corr1707.html#NguyenKWV17

Ina Rösiger Sabrina Stehwien Arndt Riester Ngoc Thang Vu Improving coreference resolution with automatically predicted prosodic information. 2017 abs/1707.09231 CoRR http://arxiv.org/abs/1707.09231 db/journals/corr/corr1707.html#RosigerSRV17

Daniel Ortega Ngoc Thang Vu Neural-based Context Representation Learning for Dialog Act Classification. 2017 abs/1708.02561 CoRR http://arxiv.org/abs/1708.02561 db/journals/corr/corr1708.html#abs-1708-02561

Heike Adel Ngoc Thang Vu Katrin Kirchhoff Dominic Telaar Tanja Schultz Syntactic and Semantic Features For Code-Switching Factored Language Models. 2017 abs/1710.01809 CoRR http://arxiv.org/abs/1710.01809 db/journals/corr/corr1710.html#abs-1710-01809

Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction. 2016 ACL (2) https://doi.org/10.18653/v1/p16-2074 https://aclanthology.org/P16-2074/ conf/acl/2016-2 db/conf/acl/acl2016-2.html#NguyenWV16 Özlem Çetinoglu Sarah Schulz Ngoc Thang Vu Challenges of Computational Processing of Code-Switching. 1-11 2016 CodeSwitch@EMNLP https://doi.org/10.18653/v1/W16-5801 conf/acl-codeswitch/2016 db/conf/acl-codeswitch/acl-codeswitch2016.html#CetinogluSV16 Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Neural-based Noise Filtering from Word Embeddings. 2699-2707 2016 COLING https://aclanthology.org/C16-1254/ conf/coling/2016 db/conf/coling/coling2016.html#NguyenWV16 Ngoc Thang Vu Pankaj Gupta 0003 Heike Adel Hinrich Schütze Bi-directional recurrent neural network with ranking loss for spoken language understanding. 6060-6064 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472841 conf/icassp/2016 db/conf/icassp/icassp2016.html#VuGAS16 Sabrina Stehwien Ngoc Thang Vu Exploring the Correlation of Pitch Accents and Semantic Slots for Spoken Language Understanding. 730-734 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-511 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#StehwienV16 Antje Schweitzer Ngoc Thang Vu Cross-Gender and Cross-Dialect Tone Recognition for Vietnamese. 1064-1068 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-405 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#SchweitzerV16 Ngoc Thang Vu Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding. 3250-3254 2016 INTERSPEECH https://doi.org/10.21437/Interspeech.2016-395 conf/interspeech/2016 db/conf/interspeech/interspeech2016.html#Vu16 Dieu-Thu Le Ngoc Thang Vu André Blessing Towards a text analysis system for political debates. 2016 LaTeCH@ACL https://doi.org/10.18653/v1/w16-2117 https://aclanthology.org/W16-2117/ conf/latech/2016 db/conf/latech/latech2016.html#LeVB16 Ngoc Thang Vu Heike Adel Pankaj Gupta 0003 Hinrich Schütze Combining Recurrent and Convolutional Neural Networks for Relation Classification. 534-539 2016 HLT-NAACL https://doi.org/10.18653/v1/n16-1065 https://aclanthology.org/N16-1065/ conf/naacl/2016 db/conf/naacl/naacl2016.html#VuAGS16

Ngoc Thang Vu Heike Adel Pankaj Gupta 0003 Hinrich Schütze Combining Recurrent and Convolutional Neural Networks for Relation Classification. 2016 abs/1605.07333 CoRR http://arxiv.org/abs/1605.07333 db/journals/corr/corr1605.html#VuAGS16

Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction. 2016 abs/1605.07766 CoRR http://arxiv.org/abs/1605.07766 db/journals/corr/corr1605.html#NguyenWV16

Ngoc Thang Vu Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding. 2016 abs/1606.07783 CoRR http://arxiv.org/abs/1606.07783 db/journals/corr/corr1606.html#Vu16a

Kim Anh Nguyen 0001 Sabine Schulte im Walde Ngoc Thang Vu Neural-based Noise Filtering from Word Embeddings. 2016 abs/1610.01874 CoRR http://arxiv.org/abs/1610.01874 db/journals/corr/corr1610.html#NguyenWV16a

Özlem Çetinoglu Sarah Schulz Ngoc Thang Vu Challenges of Computational Processing of Code-Switching. 2016 abs/1610.02213 CoRR http://arxiv.org/abs/1610.02213 db/journals/corr/corr1610.html#CetinogluSV16

Heike Adel Ngoc Thang Vu Katrin Kirchhoff Dominic Telaar Tanja Schultz Syntactic and Semantic Features For Code-Switching Factored Language Models. 431-440 2015 23 IEEE ACM Trans. Audio Speech Lang. Process. 3 https://doi.org/10.1109/TASLP.2015.2389622 https://www.wikidata.org/entity/Q107470547 db/journals/taslp/taslp23.html#AdelVKTS15

Sebastian Ebert Ngoc Thang Vu Hinrich Schütze CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter. 527-532 2015 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s15-2088 https://aclanthology.org/S15-2088/ conf/semeval/2015 db/conf/semeval/semeval2015.html#EbertVS15 Sebastian Ebert Ngoc Thang Vu Hinrich Schütze A Linguistically Informed Convolutional Neural Network. 109-114 2015 WASSA@EMNLP https://doi.org/10.18653/v1/w15-2915 https://aclanthology.org/W15-2915/ conf/wassa/2015 db/conf/wassa/wassa2015.html#EbertVS15 Ngoc Thang Vu Automatic Speech Recognition for Low-resource Languages and Accents Using Multilingual and Crosslingual Information. 2014 1-181 Karlsruhe Institute of Technology 978-3-8440-2892-8 http://digbib.ubka.uni-karlsruhe.de/volltexte/1000041124 https://nbn-resolving.org/urn:nbn:de:swb:90-411240 https://nbn-resolving.org/urn:nbn:de:101:1-201409148606 https://d-nb.info/1051848229 https://d-nb.info/1052812619 https://d-nb.info/1058315811 Ngoc Thang Vu Tanja Schultz Exploration of the Impact of Maximum Entropy in Recurrent Neural Network Language Models for Code-Switching Speech. 34-41 2014 CodeSwitch@EMNLP https://doi.org/10.3115/v1/W14-3904 conf/acl-codeswitch/2014 db/conf/acl-codeswitch/acl-codeswitch2014.html#VuS14 Ngoc Thang Vu David Imseng Daniel Povey Petr Motlícek Tanja Schultz Hervé Bourlard Multilingual deep neural network based acoustic modeling for rapid language adaptation. 7639-7643 2014 ICASSP https://doi.org/10.1109/ICASSP.2014.6855086 https://www.wikidata.org/entity/Q107470565 conf/icassp/2014 db/conf/icassp/icassp2014.html#VuIPMSB14 Ngoc Thang Vu Yuanfan Wang Marten Klose Zlatka Mihaylova Tanja Schultz Improving ASR performance on non-native speech using multilingual and crosslingual information. 11-15 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-3 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#VuWKMS14 Heike Adel Katrin Kirchhoff Ngoc Thang Vu Dominic Telaar Tanja Schultz Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding. 651-655 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-165 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#AdelKVTS14 Ngoc Thang Vu Jochen Weiner Tanja Schultz Investigating the learning effect of multilingual bottle-neck features for ASR. 825-829 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-210 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#VuWS14 Heike Adel Dominic Telaar Ngoc Thang Vu Katrin Kirchhoff Tanja Schultz Combining recurrent neural networks and factored language models during decoding of code-Switching speech. 1415-1419 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-347 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#AdelTVKS14 Dominic Telaar Michael Wand 0002 Dirk Gehrig Felix Putze Christoph Amma Dominic Heger Ngoc Thang Vu Mark Erhardt Tim Schlippe Matthias Janke Christian Herff Tanja Schultz BioKIT - real-time decoder for biosignal processing. 2650-2654 2014 INTERSPEECH https://doi.org/10.21437/Interspeech.2014-567 conf/interspeech/2014 db/conf/interspeech/interspeech2014.html#TelaarWGPAHVESJHS14 Heike Adel Katrin Kirchhoff Dominic Telaar Ngoc Thang Vu Tim Schlippe Tanja Schultz Features for factored language models for code-Switching speech. 32-38 2014 SLTU https://www.isca-archive.org/sltu_2014/adel14_sltu.html conf/sltu/2014 db/conf/sltu/sltu2014.html#AdelKTVSS14 Heike Adel Ngoc Thang Vu Tanja Schultz Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling. 206-211 2013 ACL (2) https://aclanthology.org/P13-2037/ conf/acl/2013-2 db/conf/acl/acl2013-2.html#AdelVS13 Tanja Schultz Ngoc Thang Vu Tim Schlippe GlobalPhone: A multilingual text & speech database in 20 languages. 8126-8130 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6639248 https://www.wikidata.org/entity/Q107470573 conf/icassp/2013 db/conf/icassp/icassp2013.html#SchultzVS13 Heike Adel Ngoc Thang Vu Franziska Kraus Tim Schlippe Haizhou Li 0001 Tanja Schultz Recurrent neural network language modeling for code switching conversational speech. 8411-8415 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6639306 https://www.wikidata.org/entity/Q107470581 conf/icassp/2013 db/conf/icassp/icassp2013.html#AdelVKSLS13 Ngoc Thang Vu Tanja Schultz Multilingual multilayer perceptron for rapid language adaptation between and across language families. 515-519 2013 INTERSPEECH https://doi.org/10.21437/Interspeech.2013-146 conf/interspeech/2013 db/conf/interspeech/interspeech2013.html#VuS13 Melvin Jose Johnson Premkumar Ngoc Thang Vu Tanja Schultz Experiments towards a better LVCSR system for tamil. 2202-2206 2013 INTERSPEECH https://doi.org/10.21437/Interspeech.2013-519 conf/interspeech/2013 db/conf/interspeech/interspeech2013.html#PremkumarVS13 Tim Schlippe Lukasz Gren Ngoc Thang Vu Tanja Schultz Unsupervised language model adaptation for automatic speech recognition of broadcast news using web 2.0. 2698-2702 2013 INTERSPEECH https://doi.org/10.21437/Interspeech.2013-620 conf/interspeech/2013 db/conf/interspeech/interspeech2013.html#SchlippeGVS13 Ngoc Thang Vu Heike Adel Tanja Schultz An Investigation of Code-Switching Attitude Dependent Language Modeling. 297-308 2013 SLSP https://doi.org/10.1007/978-3-642-39593-2_26 https://www.wikidata.org/entity/Q107470568 conf/slsp/2013 db/conf/slsp/slsp2013.html#VuAS13 Melvin Jose J. Ngoc Thang Vu Tanja Schultz Initial Experiments with Tamil LVCSR. 81-84 2012 IALP https://doi.org/10.1109/IALP.2012.46 https://doi.ieeecomputersociety.org/10.1109/IALP.2012.46 https://www.wikidata.org/entity/Q107470597 conf/ialp/2012 db/conf/ialp/ialp2012.html#JVS12 Daniel Povey Mirko Hannemann Gilles Boulianne Lukás Burget Arnab Ghoshal Milos Janda Martin Karafiát Stefan Kombrink Petr Motlícek Yanmin Qian Korbinian Riedhammer Karel Veselý Ngoc Thang Vu Generating exact lattices in the WFST framework. 4213-4216 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288848 conf/icassp/2012 db/conf/icassp/icassp2012.html#PoveyHBBGJKKMQRVV12 Ngoc Thang Vu Tanja Schultz Daniel Povey Modeling gender dependency in the Subspace GMM framework. 4345-4348 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288881 https://www.wikidata.org/entity/Q107470598 conf/icassp/2012 db/conf/icassp/icassp2012.html#VuSP12 Ngoc Thang Vu Dau-Cheng Lyu Jochen Weiner Dominic Telaar Tim Schlippe Fabian Blaicher Engsiong Chng Tanja Schultz Haizhou Li 0001 A first speech recognition system for Mandarin-English code-switch conversational speech. 4889-4892 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6289015 https://www.wikidata.org/entity/Q107470585 conf/icassp/2012 db/conf/icassp/icassp2012.html#VuLWTSBCSL12 Tim Schlippe Sebastian Ochs 0002 Ngoc Thang Vu Tanja Schultz Automatic Error Recovery for Pronunciation Dictionaries. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-603 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#SchlippeOVS12 2298-2301 Ngoc Thang Vu Wojtek Breiter Florian Metze Tanja Schultz Initialization Schemes for Multilayer Perceptron Training and their Impact on ASR Performance using Multilingual Data. 2012 INTERSPEECH https://doi.org/10.21437/Interspeech.2012-12 conf/interspeech/2012 db/conf/interspeech/interspeech2012.html#VuBMS12 2586-2589 Tim Schlippe Edy Guevara Komgang Djomgang Ngoc Thang Vu Sebastian Ochs 0002 Tanja Schultz Hausa large vocabulary continuous speech recognition. 11-14 2012 SLTU https://www.isca-archive.org/sltu_2012/schlippe12_sltu.html conf/sltu/2012 db/conf/sltu/sltu2012.html#SchlippeDVOS12 Jochen Weiner Ngoc Thang Vu Dominic Telaar Florian Metze Tanja Schultz Dau-Cheng Lyu Engsiong Chng Haizhou Li 0001 Integration of language identification into a recognition system for spoken conversations containing code-Switches. 76-79 2012 SLTU https://www.isca-archive.org/sltu_2012/weiner12_sltu.html conf/sltu/2012 db/conf/sltu/sltu2012.html#WeinerVTMSLCL12 Ngoc Thang Vu Florian Metze Tanja Schultz Multilingual bottle-neck features and its application for under-resourced languages. 90-93 2012 SLTU https://www.isca-archive.org/sltu_2012/vu12_sltu.html conf/sltu/2012 db/conf/sltu/sltu2012.html#VuMS12 Ngoc Thang Vu Franziska Kraus Tanja Schultz Cross-language bootstrapping based on completely unsupervised training using multilingual A-stabil. 5000-5003 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5947479 https://www.wikidata.org/entity/Q107470607 conf/icassp/2011 db/conf/icassp/icassp2011.html#VuKS11 Ngoc Thang Vu Franziska Kraus Tanja Schultz Rapid Building of an ASR System for Under-Resourced Languages Based on Multilingual Unsupervised Training. 3145-3148 2011 INTERSPEECH conf/interspeech/2011 db/conf/interspeech/interspeech2011.html#VuKS11 https://doi.org/10.21437/Interspeech.2011-787 Lori Lamel Sandrine Courcinous Julien Despres Jean-Luc Gauvain Yvan Josse Kevin Kilgour Florian Kraft Viet Bac Le Hermann Ney Markus Nußbaum-Thom Ilya Oparin Tim Schlippe Ralf Schlüter Tanja Schultz Thiago Fraga-Silva Sebastian Stüker Martin Sundermeyer Bianca Vieru Ngoc Thang Vu Alex Waibel Cécile Woehrling Speech recognition for machine translation in Quaero. 121-128 2011 IWSLT https://www.isca-archive.org/iwslt_2011/lamel11_iwslt.html conf/iwslt/2011 db/conf/iwslt/iwslt2011.html#LamelCDGJKKLNNOSSSFSSVVWW11 Ngoc Thang Vu Tim Schlippe Franziska Kraus Tanja Schultz Rapid bootstrapping of five eastern european languages using the rapid language adaptation toolkit. 865-868 2010 INTERSPEECH https://doi.org/10.21437/Interspeech.2010-292 conf/interspeech/2010 db/conf/interspeech/interspeech2010.html#VuSKS10 Ngoc Thang Vu Franziska Kraus Tanja Schultz Multilingual a-stabil: A new confidence score for multilingual unsupervised training. 183-188 2010 SLT https://doi.org/10.1109/SLT.2010.5700848 https://www.wikidata.org/entity/Q107470619 conf/slt/2010 db/conf/slt/slt2010.html#VuKS10 Ngoc Thang Vu Tanja Schultz Optimization on Vietnamese large vocabulary speech recognition. 104-110 2010 SLTU https://www.isca-archive.org/sltu_2010/vu10_sltu.html conf/sltu/2010 db/conf/sltu/sltu2010.html#VuS10 Ngoc Thang Vu Tanja Schultz Vietnamese large vocabulary continuous speech recognition. 333-338 2009 ASRU https://doi.org/10.1109/ASRU.2009.5373424 conf/asru/2009 db/conf/asru/asru2009.html#VuS09 Yomna Abdelrahman Slim Abdennadher Heike Adel Christoph Amma Elisabeth André Katrin Angerbauer Talita Anthonio Siddhant Arora Alice Baird Mohamed Balabel Fang Bao Andrea Bartezzaghi Anton Batliner Lyonel Behringer Toni Bernhart Rajat Bhatnagar Alan W. Black Fabian Blaicher André Blessing Matthias Blohm Jasmina Bogojeska Alia El Bolock Thomas Bott Gilles Boulianne Hervé Bourlard Wojtek Breiter Andreas Bulling Lukás Burget Felix Burkhardt Özlem Çetinoglu Xuankai Chang Vishrav Chaudhary Ching-Yi Chen Luis Chiruzzo Matt Coler Rolando Coto-Solano Sandrine Courcinous Siddharth Dalmia Arnab Das Pavel Denisov Julien Despres Tushar Dhyani Felix Dieterle Edy Guevara Komgang Djomgang Phat Do Esra Dönmez Sebastian Ebert Abteen Ebrahimi Angelina Elizarova Mohamed Elmahdy 0001 Enes Erdem Erdogan Mark Erhardt Gunilla Eschenbach Giorgio Fabbro Agnieszka Falenska Angela Fan Marc FerrasMarc Ferras Font Thiago Fraga-Silva Diego Frassinelli Karthik Ganesan 0003 Markus Gärtner Marwa Gaser Jean-Luc Gauvain Dirk Gehrig Arnab Ghoshal Yoav Goldberg Lukasz Gren Daniel Grießhaber Pankaj Gupta 0003 Ximena Gutierrez-Vasques Nizar Habash Emanuël A. P. Habets Marina Haid Injy Hamed Mirko Hannemann Dominic Heger Cornelia Herbert Christian Herff Frank Heyen Fritz Hohl David Imseng Melvin Jose J. Alon Jacovi Glorianna Jagfeld Milos Janda Matthias Janke Sabrina Jenne Yvan Josse Kerstin Jung Zorica Kacarevic Feidi Kallel Katharina Kann Zorica Karacevic Martin Karafiát Nora Ketschik Injy Khairy Yassine El Kheir Kevin Kilgour Maximilian Kimmich Anna Kinder Katrin Kirchhoff Marten Klose Julia Koch Ekaterina Kolos Stefan Kombrink Maximilian Köper Florian Kraft Franziska Kraus Jonas Kuhn Sujay Kumar Sebastian Künzel Paul Kuznecov Lori Lamel Dieu-Thu Le Viet Bac Le Hung-yi Lee Chia-Yu Li Haizhou Li 0001 Shang-Wen Li 0001 Gustavo Giménez LugoGustavo Alberto Giménez Lugo Florian Lux Dau-Cheng Lyu Elisabeth Mager Manuel Mager Cristiano Malossi Michele Mancusi Alejandro Pérez González de Martos Johannes Maucher Paul Mayer Ufkun-Bayram Menderes Florian Metze Sarina Meyer Iván V. MezaIván Vladimir Meza Ruíz Xiaoxiao Miao Zlatka Mihaylova Lucas Möller Sebastian Möller 0001 Dominik Morar Petr Motlícek Tanja Munz-KörnerTanja Munz Graham Neubig Michael Neumann 0001 Hermann Ney Kim Anh Nguyen 0001 Markus Nußbaum-Thom Sebastian Ochs 0002 Cennet Oguz Arturo Oncevay Ilya Oparin Daniel Ortega John E. Ortega Sebastian Padó Alexis Palmer Yifan Peng 0003 Tim Polzehl Daniel Povey Melvin Jose Johnson Premkumar Felix Putze Peng Qi Yanmin Qian Ricardo Ramos Florin Rheinwald Sandra Richter Korbinian Riedhammer Arndt Riester Annette Rios Nader Rizk Ina Rösiger Michael Roth 0001 Caroline Sabty Noel Schäfer Nadja Schauffler Tim Schlippe Ralf Schlüter Jürgen Schmidhuber Maximilian Schmidt Hendrik Schuff Björn W. Schuller Tanja Schultz Sarah Schulz Hinrich Schütze Antje Schweitzer Michael Sedlmair Carina Silberer Chng Eng SiongEngsiong Chng Steven Söhnel Thamar Solorio Ekta Sood Sabrina Stehwien Moritz Stiefel Sebastian Stüker Rebecca Sturm Martin Sundermeyer Simon Tannert Dominic Telaar Pascal Tilli Yushi Ueda Gisela Vallejo Lindsey Vanderlyn Dirk Väth Karel Veselý Sandeep Vidyapu Gabriel Viehhauser Bianca Vieru-DimulescuBianca Vieru Ivan Vladimir Moritz Völkel Alex Waibel Sabine Schulte im Walde Michael Wand 0002 Xin Wang Yuanfan Wang Shinji Watanabe 0001 Gianna Weber Jochen Weiner Daniel Weiskopf Katharina Weitz Lorenz Wesemann Cécile Woehrling Yixuan Xiao Brian Yan Hsiu-Yu Yang Xiang Yu Frank Zalkow Yuekai Zhang Wei Zhou 0067 Moritz Zhu