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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
BibTeX
Occurrences:
- mediaTUM GesamtbestandEinrichtungenSchools TUM School of Computation, Information and TechnologyDepartmentsComputer EngineeringMensch-Maschine-Kommunikation (Prof. Rigoll)AuthorLujun Li
- mediaTUM GesamtbestandHochschulbibliographie2020FakultätenElektrotechnik und InformationstechnikMensch-Maschine-Kommunikation (Prof. Rigoll)
- mediaTUM GesamtbestandEinrichtungenSchools TUM School of Computation, Information and TechnologyDepartmentsComputer EngineeringMensch-Maschine-Kommunikation (Prof. Rigoll)AuthorRigoll
- mediaTUM GesamtbestandEinrichtungenSchools TUM School of Computation, Information and TechnologyDepartmentsComputer EngineeringMensch-Maschine-Kommunikation (Prof. Rigoll)AuthorWatzel