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  • Signal Processing and Machine Learning Group
  • Timo Lohrenz, M.Sc.
Logo Institut für Nachrichtentechnik der TU Braunschweig
  • Signal Processing and Machine Learning Group
    • Prof. Dr.-Ing. Tim Fingscheidt
    • Prof. a.D. Dr.-Ing. Erwin Paulus
    • Akad. Direktor a.D. Dr.-Ing. Volker Märgner
    • Eike-Asslo Erichsen-Rua
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    • Zhengyang Li, M.Sc.
    • Timo Lohrenz, M.Sc.
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    • Ziyi Xu, M.Sc.
    • ⤶ Institute
    • ⌂ IfN

Timo Lohrenz, M.Sc.

Timo Lohrenz
Timo Lohrenz, M.Sc.
R311, Schleinitzstraße 22
+49 531 391 2404
t.lohrenz(at)tu-braunschweig.de
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Research Topics

(Click on pictures to open corresponding paper)

 

  • Hybrid and end-to-end automatic speech recognition
  • Fusion of information sources (e.g., audio/video) 
Fusion Transformer Model
Relaxed Attention
  • Transformer neural networks for sequence modeling
  • Regularization methods für attention-based networks 

Vacant student theses/jobs

BesserLesen HiWi

Research assistant (m/w/d) for a research project about automatic mispronunciation detection (BesserLesen).

 

Lectures & Seminars

Spoken Language Processing
Seminar Spoken Language Processing

 

Miscellaneous

Interspeech 2021 contribution about information fusion for end-to-end transformer model for automatic speech recognition

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Blogpost about our joint research project with comNet GmbH and Porsche AG
AI-Assisted IT Monitoring

We develop a neural network-based anomaly detection for monitoring of large IT environments. Our aim is an AI model that detects complex anomalies and therefore helps the IT team to avoid faulty hosts and costly downtime.

 

Click Here to Learn More

Curriculum Vitae

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Working Experience
2019 - heute    Machine Learning Engineer for ai.lift @ iTUBS mbh
2015 - heute    Early Stage Researcher @ the Institute for Communications Technology am IfN
2013 - 2015      Research Assistant @ the Institute for Communications Technology am IfN
2012 - 2013      Undergraduate Internship @ Siemens Audiology GmbH in Erlangen, Germany


Education
2012 - 2015     M.Sc. studies in electrical engineering, focus on Communications Technology @TU Braunschweig
2009 - 2012     B.Sc. studies in electrical engineering, focus on Communications Technology @ TU Braunschweig
2008                 General University Entrance Qualification @ Neue Oberschule Braunschweig

Born 1988 in Braunschweig, Germany 

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