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Extraction of transforming sequences and sentence histories from writing process data : a first step towards linguistic modeling of writing ...
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ZHAW-CAI : ensemble method for Swiss German speech to Standard German text ...
Ulasik, Malgorzata Anna; Hürlimann, Manuela; Dubel, Bogumila. - : CEUR Workshop Proceedings, 2021
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ZHAW-InIT at GermEval 2020 task 4 : low-resource speech-to-text ...
Abstract: This paper presents the contribution of ZHAW-InIT to Task 4 ”Low-Resource STT” at GermEval 2020. The goal of the task is to develop a system for translating Swiss German dialect speech into Standard German text in the domain of parliamentary debates. Our approach is based on Jasper, a CNN Acoustic Model, which we fine-tune on the task data. We enhance the base system with an extended Language Model containing in-domain data and speed perturbation and run further experiments with post-processing. Our submission achieved first place with a final Word Error Rate of 40.29%. ...
Keyword: 410.285 Computerlinguistik
URL: https://digitalcollection.zhaw.ch/handle/11475/21550
https://dx.doi.org/10.21256/zhaw-21550
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