Sabrina Stehwien

Sabrina Stehwien
PhD student

Phone +49 711 685-84577
Universität Stuttgart
Institut für Maschinelle Sprachverarbeitung
Pfaffenwaldring 5 b
70569 Stuttgart

SFB-732 / A8



  • Sabrina Stehwien, Ngoc Thang Vu, Antje Schweitzer. Effects of Word Embeddings on Neural Network-based Pitch Accent Detection. Proceedings of Speech Prosody 2018. Poznań, Poland PDF [poster]
  • Katrin Schweitzer, Kerstin Eckart, Markus Gärtner, Agnieszka Falenska, Arndt Riester, Ina Rösiger, Antje Schweitzer, Sabrina Stehwien, Jonas Kuhn: German Radio Interviews: the GRAIN release of the SFB732 Silver Standard Collection. Proceedings of LREC 2018. Miyazaki, Japan PDF



  • Ina Rösiger, Sabrina Stehwien, Arndt Riester, Ngoc Thang Vu. Improving coreference resolution with automatically predicted prosodic information. 1st Workshop on Speech-Centric Natural Language Processing (SCNLP) 2017. Copenhagen, Denmark [Workshop proceedings and materials]
  • Sabrina Stehwien and Ngoc Thang Vu. Prosodic Event Recognition using Convolutional Neural Networks with Context Information. Proceedings of Interspeech 2017. Stockholm, Sweden PDF [slides]
  • Sabrina Stehwien and Ngoc Thang Vu. First step towards enhancing word embeddings with pitch accent features for DNN-based slot filling on recognized text. 28th Conference on Electronic Speech Signal Processing (ESSV 2017), pp. 194-201. Saarbrücken, Germany [slides]



  • Sabrina Stehwien and Ngoc Thang Vu. Exploring the Correlation of Pitch Accents and Semantic Slots for Spoken Language Understanding. Proceedings of Interspeech 2016, pp.730-735. San Francisco, USA PDF [poster]
  • Sabrina Stehwien and Sebastian Padó. Native Language Identification across Text Types: How Special are Scientists? Italian Journal of Computational Linguistics, vol. 2, no.1, pp. 32-45, 2016 PDF



  • Sabrina Stehwien and Sebastian Padó. Generalization in Native Language Identification - Learners versus Scientists. Proceedings of CLiC-IT 2015, pp. 264-268. Trento, Italy PDF [corpus] (honorable mention for best paper)