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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 Hits 1 – 20 of 57 1 Findings of the IWSLT 2020 Evaluation campaign Niehues, Jan; Federico, Marcello; Ma, Xutai. - : Association for Computational Linguistics, 2022 BASE Show details 2 KIT Lecture Translator: Multilingual Speech Translation with One-Shot Learning Nguyen, Thai-Son; Zenkel, Thomas; Waibel, Alex. - : Association for Computational Linguistics, 2022 BASE Show details 3 Lecture Translator Speech translation framework for simultaneous lecture translation Waibel, Alex; Nguyen, Thai-Son; Cho, Eunah. - : Association for Computational Linguistics, 2022 BASE Show details 4 Open Source Toolkit for Speech to Text Translation Zenkel, Thomas; Sperber, Matthias; Niehues, Jan... In: The Prague Bulletin of Mathematical Linguistics, 111 (1), 125–135 ; ISSN: 0032-6585, 1804-0462 (2022) BASE Show details 5 Lightly Supervised Quality Estimation Waibel, Alex; Niehues, Jan; Stüker, Sebastian. - : Association for Computational Linguistics, 2022 BASE Show details 6 ELITR Multilingual Live Subtitling: Demo and Strategy ... Bojar, Ondřej; Macháček, Dominik; Sagar, Sangeet. - : ACL Anthology, 2021 BASE Show details 7 Efficient Weight factorization for Multilingual Speech Recognition ... Pham, Ngoc-Quan; Nguyen, Tuan-Nam; Stueker, Sebastian; Waibel, Alexander. - : arXiv, 2021 Abstract: End-to-end multilingual speech recognition involves using a single model training on a compositional speech corpus including many languages, resulting in a single neural network to handle transcribing different languages. Due to the fact that each language in the training data has different characteristics, the shared network may struggle to optimize for all various languages simultaneously. In this paper we propose a novel multilingual architecture that targets the core operation in neural networks: linear transformation functions. The key idea of the method is to assign fast weight matrices for each language by decomposing each weight matrix into a shared component and a language dependent component. The latter is then factorized into vectors using rank-1 assumptions to reduce the number of parameters per language. This efficient factorization scheme is proved to be effective in two multilingual settings with $7$ and $27$ languages, reducing the word error rates by $26\%$ and $27\%$ rel. for two popular ... : Submitted to Interspeech 2021 ... Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD URL: https://dx.doi.org/10.48550/arxiv.2105.03010 https://arxiv.org/abs/2105.03010 BASE Hide details 8 Efficientweight factorization for multilingual speech recognition Pham, Ngoc-Quan; Nguyen, Tuan-Nam; Stueker, Sebastian. - : Curran Associates, Inc., 2021 BASE Show details 9 Findings of the IWSLT 2020 Evaluation campaign ... Ansari, Ebrahim; Axelrod, Amittai; Bach, Nguyen. - : Association for Computational Linguistics, 2020 BASE Show details 10 Super-Human Performance in Online Low-latency Recognition of Conversational Speech ... Nguyen, Thai-Son; Stueker, Sebastian; Waibel, Alex. - : arXiv, 2020 BASE Show details 11 Neural Language Codes for Multilingual Acoustic Models ... Müller, Markus; Stüker, Sebastian; Waibel, Alex. - : arXiv, 2018 BASE Show details 12 Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop ... Scharenborg, Odette; Besacier, Laurent; Black, Alan. - : arXiv, 2018 BASE Show details 13 19: Grundlagen der Automatischen Spracherkennung, Vorlesung, WS 2017/18, 24.01.2018 Stüker, Sebastian; KIT. - 2018 BASE Show details 14 Open Source Toolkit for Speech to Text Translation Zenkel Thomas; Sperber Matthias; Niehues Jan... In: Prague Bulletin of Mathematical Linguistics , Vol 111, Iss 1, Pp 125-135 (2018) (2018) BASE Show details 15 Multilingual Adaptation of RNN Based ASR Systems ... Müller, Markus; Stüker, Sebastian; Waibel, Alex. - : arXiv, 2017 BASE Show details 16 Phonemic and Graphemic Multilingual CTC Based Speech Recognition ... Müller, Markus; Stüker, Sebastian; Waibel, Alex. - : arXiv, 2017 BASE Show details 17 Comparison of Decoding Strategies for CTC Acoustic Models ... Zenkel, Thomas; Sanabria, Ramon; Metze, Florian. - : arXiv, 2017 BASE Show details 18 13: Grundbegriffe der Informatik, Vorlesung, WS 2017/18, 01.12.2017 Stüker, Sebastian; KIT. - 2017 BASE Show details 19 Grundlagen der Automatischen Spracherkennung, Vorlesung, WS 2016/17, 18.01.2017, 18 Stüker, Sebastian; KIT. - 2017 BASE Show details 20 03: Grundlagen der Automatischen Spracherkennung, Vorlesung, WS 2017/18, 30.10.2017 Stüker, Sebastian; KIT. - 2017 BASE Show details Page: 1 2 3

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