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Title:: CTC-Segmentation of Large Corpora for German End-to-End Speech Recognition
Document type:: Konferenzbeitrag
Author(s):: Kürzinger, Ludwig; Winkelbauer, Dominik; Li, Lujun; Watzel, Tobias; Rigoll, Gerhard
Abstract:: Recent end-to-end Automatic Speech Recognition (ASR) systems demonstrated the ability to outperform conventional hybrid DNN/HMM ASR. Aside from architectural improvements in those systems, those models grew in terms of depth, parameters and model capacity. However, these models also require more training data to achieve comparable performance.
Editor:: Karpov, Alexey; Potapova, Rodmonga
Book / Congress title:: Speech and Computer
Publisher:: Springer International Publishing
Publisher address:: Cham
Year:: 2020
Month:: Sep
Pages:: 267--278
Print-ISBN:: 978-3-030-60276-5
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mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Computation, Information and Technology Departments Computer Engineering Mensch-Maschine-Kommunikation (Prof. Rigoll)Publication Year 2020

mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Computation, Information and Technology Departments Computer Engineering Mensch-Maschine-Kommunikation (Prof. Rigoll)Author Kürzinger

mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Computation, Information and Technology Departments Computer Engineering Mensch-Maschine-Kommunikation (Prof. Rigoll)Author Lujun Li

mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Computation, Information and Technology Departments Computer Engineering Mensch-Maschine-Kommunikation (Prof. Rigoll)Author Rigoll

mediaTUM Gesamtbestand Hochschulbibliographie 2020 Fakultäten Elektrotechnik und Informationstechnik Mensch-Maschine-Kommunikation (Prof. Rigoll)

mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Computation, Information and Technology Departments Computer Engineering Mensch-Maschine-Kommunikation (Prof. Rigoll)Author Watzel