Matthias Sperber

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 62

Top Venues

CoRR

IWSLT

INTERSPEECH

WMT

Karlsruhe Institute of Technology, Germany (PHD)

Education History

Karlsruhe Institute of Technology, Germany

PHD

Publications

Matthias Sperber, Ondrej Bojar, Barry Haddow, Dávid Javorský, Xutai Ma, Matteo Negri, Jan Niehues, Peter Polák, Elizabeth Salesky, Katsuhito Sudoh, Marco Turchi
Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation. CoRR (2024)
Matthias Sperber, Ondrej Bojar, Barry Haddow, Dávid Javorský, Xutai Ma, Matteo Negri, Jan Niehues, Peter Polák, Elizabeth Salesky, Katsuhito Sudoh, Marco Turchi
Evaluating the IWSLT2023 Speech Translation Tasks: Human Annotations, Automatic Metrics, and Segmentation. LREC/COLING (2024)
Sweta Agrawal, Antonios Anastasopoulos, Luisa Bentivogli, Ondrej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, Mingda Chen, William Chen, Khalid Choukri, Alexandra Chronopoulou, Anna Currey, Thierry Declerck, Qianqian Dong, Kevin Duh, Yannick Estève, Marcello Federico, Souhir Gahbiche, Barry Haddow, Benjamin Hsu, Phu Mon Htut, Hirofumi Inaguma, Dávid Javorský, John Judge, Yasumasa Kano, Tom Ko, Rishu Kumar, Pengwei Li, Xutai Ma, Prashant Mathur, Evgeny Matusov, Paul McNamee, John P. McCrae, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Ha Nguyen, Jan Niehues, Xing Niu, Atul Kr. Ojha, John E. Ortega, Proyag Pal, Juan Pino, Lonneke van der Plas, Peter Polák, Elijah Rippeth, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Yun Tang, Brian Thompson, Kevin Tran, Marco Turchi, Alex Waibel, Mingxuan Wang, Shinji Watanabe, Rodolfo Zevallos
Findings of the IWSLT 2023 Evaluation Campaign. IWSLT@ACL (2023)
Javier Ferrando, Matthias Sperber, Hendra Setiawan, Dominic Telaar, Sasa Hasan
Automating Behavioral Testing in Machine Translation. WMT (2023)
Javier Ferrando, Matthias Sperber, Hendra Setiawan, Dominic Telaar, Sasa Hasan
Automating Behavioral Testing in Machine Translation. CoRR (2023)
Mozhdeh Gheini, Tatiana Likhomanenko, Matthias Sperber, Hendra Setiawan
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data. ACL (Findings) (2023)
Belen Alastruey, Matthias Sperber, Christian Gollan, Dominic Telaar, Tim Ng, Aashish Agarwal
Towards Real-World Streaming Speech Translation for Code-Switched Speech. CoRR (2023)
Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondrej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vera Kloudová, Surafel Melaku Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Miguel Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe
Findings of the IWSLT 2022 Evaluation Campaign. IWSLT@ACL (2022)
Orion Weller, Matthias Sperber, Telmo Pires, Hendra Setiawan, Christian Gollan, Dominic Telaar, Matthias Paulik
End-to-End Speech Translation for Code Switched Speech. CoRR (2022)
Orion Weller, Matthias Sperber, Telmo Pires, Hendra Setiawan, Christian Gollan, Dominic Telaar, Matthias Paulik
End-to-End Speech Translation for Code Switched Speech. ACL (Findings) (2022)
Mozhdeh Gheini, Tatiana Likhomanenko, Matthias Sperber, Hendra Setiawan
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data. CoRR (2022)
Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers
Streaming Models for Joint Speech Recognition and Translation. EACL (2021)
Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers
Streaming Models for Joint Speech Recognition and Translation. CoRR (2021)
Matthias Sperber, Hendra Setiawan, Christian Gollan, Udhay Nallasamy, Matthias Paulik
Consistent Transcription and Translation of Speech. Trans. Assoc. Comput. Linguistics 8 (2020)
Hendra Setiawan, Matthias Sperber, Udhay Nallasamy, Matthias Paulik
Variational Neural Machine Translation with Normalizing Flows. CoRR (2020)
Hendra Setiawan, Matthias Sperber, Udhyakumar Nallasamy, Matthias Paulik
Variational Neural Machine Translation with Normalizing Flows. ACL (2020)
Matthias Sperber, Matthias Paulik
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are. CoRR (2020)
Thai Son Nguyen, Jan Niehues, Eunah Cho, Thanh-Le Ha, Kevin Kilgour, Markus Müller, Matthias Sperber, Sebastian Stüker, Alex Waibel
Low Latency ASR for Simultaneous Speech Translation. CoRR (2020)
Matthias Sperber, Hendra Setiawan, Christian Gollan, Udhyakumar Nallasamy, Matthias Paulik
Consistent Transcription and Translation of Speech. CoRR (2020)
Matthias Sperber, Matthias Paulik
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are. ACL (2020)
Elizabeth Salesky, Matthias Sperber, Alan W. Black
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation. CoRR (2019)
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation. Trans. Assoc. Comput. Linguistics 7 (2019)
Matthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel
Self-Attentional Models for Lattice Inputs. CoRR (2019)
Elizabeth Salesky, Matthias Sperber, Alexander H. Waibel
Fluent Translations from Disfluent Speech in End-to-End Speech Translation. NAACL-HLT (1) (2019)
Zhong Zhou, Matthias Sperber, Alexander H. Waibel
Paraphrases as Foreign Languages in Multilingual Neural Machine Translation. ACL (2) (2019)
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation. CoRR (2019)
Matthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel
Self-Attentional Models for Lattice Inputs. ACL (1) (2019)
Elizabeth Salesky, Matthias Sperber, Alan W. Black
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation. ACL (1) (2019)
Elizabeth Salesky, Matthias Sperber, Alex Waibel
Fluent Translations from Disfluent Speech in End-to-End Speech Translation. CoRR (2019)
Florian Dessloch, Thanh-Le Ha, Markus Müller, Jan Niehues, Thai Son Nguyen, Ngoc-Quan Pham, Elizabeth Salesky, Matthias Sperber, Sebastian Stüker, Thomas Zenkel, Alexander H. Waibel
KIT Lecture Translator: Multilingual Speech Translation with One-Shot Learning. COLING (Demos) (2018)
Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang
XNMT: The eXtensible Neural Machine Translation Toolkit. AMTA (1) (2018)
Thai Son Nguyen, Matthias Sperber, Sebastian Stüker, Alex Waibel
Building Real-Time Speech Recognition Without CMVN. SPECOM (2018)
Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang
XNMT: The eXtensible Neural Machine Translation Toolkit. CoRR (2018)
Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha, Matthias Sperber, Alex Waibel
Low-Latency Neural Speech Translation. INTERSPEECH (2018)
Zhong Zhou, Matthias Sperber, Alex Waibel
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation. CoRR (2018)
Thanh-Le Ha, Jan Niehues, Matthias Sperber, Ngoc-Quan Pham, Alexander H. Waibel
KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus. LREC (2018)
Matthias Sperber, Jan Niehues, Graham Neubig, Sebastian Stüker, Alex Waibel
Self-Attentional Acoustic Models. INTERSPEECH (2018)
Matthias Sperber, Ngoc-Quan Pham, Thai-Son Nguyen, Jan Niehues, Markus Müller, Thanh-Le Ha, Sebastian Stüker, Alex Waibel
KIT's IWSLT 2018 SLT Translation System. IWSLT (2018)
Zhong Zhou, Matthias Sperber, Alex Waibel
Paraphrases as Foreign Languages in Multilingual Neural Machine Translation. CoRR (2018)
Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha, Matthias Sperber, Alex Waibel
Low-Latency Neural Speech Translation. CoRR (2018)
Zhong Zhou, Matthias Sperber, Alexander H. Waibel
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation. WMT (2018)
Matthias Sperber, Jan Niehues, Graham Neubig, Sebastian Stüker, Alex Waibel
Self-Attentional Acoustic Models. CoRR (2018)
Thomas Zenkel, Matthias Sperber, Jan Niehues, Markus Müller, Ngoc-Quan Pham, Sebastian Stüker, Alex Waibel
Open Source Toolkit for Speech to Text Translation. Prague Bull. Math. Linguistics 111 (2018)
Thai Son Nguyen, Kevin Kilgour, Matthias Sperber, Alex Waibel
Improved Speaker Adaptation by Combining I-vector and fMLLR with Deep Bottleneck Networks. SPECOM (2017)
Thomas Zenkel, Ramon Sanabria, Florian Metze, Jan Niehues, Matthias Sperber, Sebastian Stüker, Alex Waibel
Comparison of Decoding Strategies for CTC Acoustic Models. CoRR (2017)
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel
Neural Lattice-to-Sequence Models for Uncertain Inputs. EMNLP (2017)
Matthias Sperber, Graham Neubig, Jan Niehues, Satoshi Nakamura, Alex Waibel
Transcribing Against Time. CoRR (2017)
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel
Neural Lattice-to-Sequence Models for Uncertain Inputs. CoRR (2017)
Thai-Son Nguyen, Markus Müller, Matthias Sperber, Thomas Zenkel, Sebastian Stüker, Alex Waibel
The 2017 KIT IWSLT Speech-to-Text Systems for English and German. IWSLT (2017)
Ngoc-Quan Pham, Jan Niehues, Thanh-Le Ha, Eunah Cho, Matthias Sperber, Alexander H. Waibel
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2017. WMT (2017)
Thomas Zenkel, Ramon Sanabria, Florian Metze, Jan Niehues, Matthias Sperber, Sebastian Stüker, Alex Waibel
Comparison of Decoding Strategies for CTC Acoustic Models. INTERSPEECH (2017)
Ngoc-Quan Pham, Matthias Sperber, Elizabeth Salesky, Thanh-Le Ha, Jan Niehues, Alexander Waibel
KIT's Multilingual Neural Machine Translation systems for IWSLT 2017. IWSLT (2017)
Matthias Sperber, Jan Niehues, Alex Waibel
Toward Robust Neural Machine Translation for Noisy Input Sequences. IWSLT (2017)
Matthias Sperber, Graham Neubig, Jan Niehues, Satoshi Nakamura, Alex Waibel
Transcribing against time. Speech Commun. 93 (2017)
Micha Wetzel, Matthias Sperber, Alexander Waibel
Audio Segmentation for Robust Real-Time Speech Recognition Based on Neural Networks. IWSLT (2016)
Thanh-Le Ha, Eunah Cho, Jan Niehues, Mohammed Mediani, Matthias Sperber, Alexandre Allauzen, Alexander H. Waibel
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2016. WMT (2016)
Thai-Son Nguyen, Markus Müller, Matthias Sperber, Thomas Zenkel, Kevin Kilgour, Sebastian Stüker, Alex Waibel
The 2016 KIT IWSLT Speech-to-Text Systems for English and German. IWSLT (2016)
Eunah Cho, Jan Niehues, Thanh-Le Ha, Matthias Sperber, Mohammed Mediani, Alex Waibel
Adaptation and Combination of NMT Systems: The KIT Translation Systems for IWSLT 2016. IWSLT (2016)
Jan Niehues, Thai Son Nguyen, Eunah Cho, Thanh-Le Ha, Kevin Kilgour, Markus Müller, Matthias Sperber, Sebastian Stüker, Alex Waibel
Dynamic Transcription for Low-Latency Speech Translation. INTERSPEECH (2016)
Matthias Sperber, Graham Neubig, Satoshi Nakamura, Alex Waibel
Optimizing Computer-Assisted Transcription Quality with Iterative User Interfaces. LREC (2016)
Markus Müller, Thai Son Nguyen, Jan Niehues, Eunah Cho, Bastian Krüger, Thanh-Le Ha, Kevin Kilgour, Matthias Sperber, Mohammed Mediani, Sebastian Stüker, Alex Waibel
Lecture Translator - Speech translation framework for simultaneous lecture translation. HLT-NAACL Demos (2016)
Matthias Sperber, Graham Neubig, Jan Niehues, Sebastian Stüker, Alex Waibel
Lightly Supervised Quality Estimation. COLING (2016)
Markus Müller, Tai Son Nguyen, Matthias Sperber, Kevin Kilgour, Sebastian Stüker, Alex Waibel
The 2015 KIT IWSLT speech-to-text systems for English and German. IWSLT (Evaluation Campaign) (2015)
Matthias Sperber, Mirjam Simantzik, Graham Neubig, Satoshi Nakamura, Alex Waibel
Segmentation for Efficient Supervised Language Annotation with an Explicit Cost-Utility Tradeoff. Trans. Assoc. Comput. Linguistics 2 (2014)
Matthias Sperber, Graham Neubig, Satoshi Nakamura, Alex Waibel
On-the-fly user modeling for cost-sensitive correction of speech transcripts. SLT (2014)
Kevin Kilgour, Michael Heck, Markus Müller, Matthias Sperber, Sebastian Stüker, Alex Waibel
The 2014 KIT IWSLT speech-to-text systems for English, German and Italian. IWSLT (Evaluation Campaign) (2014)
Matthias Sperber, Graham Neubig, Christian Fügen, Satoshi Nakamura, Alex Waibel
Efficient speech transcription through respeaking. INTERSPEECH (2013)
Kevin Kilgour, Christian Mohr, Michael Heck, Quoc Bao Nguyen, Van Huy Nguyen, Evgeniy Shin, Igor Tseyzer, Jonas Gehring, Markus Müller, Matthias Sperber, Sebastian Stüker, Alex Waibel
The 2013 KIT IWSLT speech-to-text systems for German and English. IWSLT (Evaluation Campaign) (2013)
Michael Heck, Keigo Kubo, Matthias Sperber, Sakriani Sakti, Sebastian Stüker, Christian Saam, Kevin Kilgour, Christian Mohr, Graham Neubig, Tomoki Toda, Satoshi Nakamura, Alex Waibel
The KIT-NAIST (contrastive) English ASR system for IWSLT 2012. IWSLT (2012)
Christian Saam, Christian Mohr, Kevin Kilgour, Michael Heck, Matthias Sperber, Keigo Kubo, Sebastian Stüker, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura, Alex Waibel
The 2012 KIT and KIT-NAIST English ASR systems for the IWSLT evaluation. IWSLT (2012)
Markus E. Nebel, Sebastian Wild, Michael Holzhauser, Lars Hüttenberger, Raphael Reitzig, Matthias Sperber, Thorsten Stoeck
Jaguc - a Software package for Environmental Diversity Analyses. J. Bioinform. Comput. Biol. 9 (6) (2011)
Matthias Sperber, Martin Klinkigt, Koichi Kise, Masakazu Iwamura, Benjamin Adrian, Andreas Dengel
Handwriting Reconstruction for a Camera Pen Using Random Dot Patterns. ICFHR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Sperber