Shigehiko Schamoni | DeepAI

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Featured Co-authors

Stefan Riezler
41 publications
Tsz Kin Lam
7 publications
Michael Hagmann
3 publications
Mayumi Ohta
3 publications
Julian Hitschler
3 publications
Toshitaka Kuwa
1 publication
Verena Schneider-Lindner
1 publication
Manfred Thiel
1 publication
Holger A. Lindner
1 publication

∙ 10/27/2022

Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation

Data augmentation is a technique to generate new training data based on ...

0 Tsz Kin Lam, et al. ∙

∙ 09/01/2022

Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis

Ensembling neural networks is a long-standing technique for improving th...

0 Shigehiko Schamoni, et al. ∙

∙ 03/16/2022

Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation

End-to-end speech translation relies on data that pair source-language s...

0 Tsz Kin Lam, et al. ∙

∙ 04/03/2021

On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR

We propose an on-the-fly data augmentation method for automatic speech r...

0 Tsz Kin Lam, et al. ∙

∙ 10/30/2020

Embedding Meta-Textual Information for Improved Learning to Rank

Neural approaches to learning term embeddings have led to improved compu...

0 Toshitaka Kuwa, et al. ∙

∙ 10/21/2020

Cascaded Models With Cyclic Feedback For Direct Speech Translation

Direct speech translation describes a scenario where only speech inputs ...

0 Tsz Kin Lam, et al. ∙

∙ 09/20/2019

Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction

Sepsis is the leading cause of death in non-coronary intensive care unit...

0 Shigehiko Schamoni, et al. ∙

∙ 07/04/2019

Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation

We propose an interactive-predictive neural machine translation framewor...

0 Tsz Kin Lam, et al. ∙

∙ 01/15/2016

Multimodal Pivots for Image Caption Translation

We present an approach to improve statistical machine translation of ima...

0 Julian Hitschler, et al. ∙

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