Sabrina Stehwien

Sabrina Stehwien

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

SFB 732 / A8


WiSe 2018/19: Computational Prosody (MSc Computational Linguistics)

SoSe 2016: Team Laboratory for MSc Computational Linguistics: Phonetics and Speech Recognition using Kaldi (with Thang Vu and Antje Schweitzer)

WiSe 2016/17, WiSe 2017/18: Single sessions on pronunciation modeling (Lecture Speech Recognition, MSc Computational Linguistics, Prof. Thang Vu) 



  • Sabrina Stehwien, Antje Schweitzer, Ngoc Thang Vu. Convolutional neural networks can learn duration for detecting pitch accents and lexical stress. Tagungsband der 30. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2019). Dresden, Germany PDF [Folien]



  • 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. Myazaki, 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 PDF [Folien]
  • Sabrina Stehwien and Ngoc Thang Vu. Prosodic Event Recognition using Convolutional Neural Networks with Context information. Proceedings of Interspeech 2017. Stockholm, Sweden PDF [Folien]
  • Sabrina Stehwien and Ngoc Thang Vu. First step towards enhancing word embeddings with pitch accent features for DNN-based slot filling on recognized text. Tagungsband der 28. Konferenz Elektronische Sprachsignalverarbeitung (ESSV 2017), pp. 194-201. Saarbrücken, Germany [Folien]



  • 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 [Korpus] (honorable mention for best paper)