PROF. DR.-ING. MOHAMMED KRINI

Krini, Mohammed | Intelligent Systems

Forschungsschwerpunkt:
Intelligent Systems

Technische Hochschule Aschaffenburg
Fakultät: Ingenieurwissenschaften

E-Mail: Mohammed.Krinith-abde
Telefon: +49 6021/4206-517

Expertisen



Labore & Institute


Forschungsprojekte

Vespah Improving Speech Intelligibility

Vespah Improving Speech Intelligibility

IntelligentMobility   ArtificalIntelligenceDataSciene   IntelligentSensorsSignals

Improving speech intelligibility in vehicle interiors using digital real-time signal processing.
 

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VerSpiFah Acoustic Voice Signal Enhancement

VerSpiFah Acoustic Voice Signal Enhancement

IntelligentMobility   ArtificalIntelligenceDataScience   IntelligentSensorsSignals

Improved voice communication in moving vehicles. Development of advanced methods for speech signal enhancement.

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KIBU: Learning together for a smart data-enhanced future

ArtificalIntelligenceDataScience   InformationManagement
The KIBU project enables local companies in the Bavarian Lower Main region to use the possibilities of Artificial Intelligence. Through knowledge transfer, employees of SMEs are trained in the application of AI methods.

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KAnIS Autonomous Intralogistric Systems

KAnIS Autonomous Intralogistric Systems

ArtificialIntelligenceDataSciences   ElectronicsElectricDrives   RoboticsAutomation   IntelligentMobility   IntelligentSensorsSignals

Network and automate industrial trucks in order to optimize profitability, efficiency and safety. Development and application of interdisciplinary methods and tools.
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NaReRoKI: Sustainable environmental resource efficiency & business resilience through RPA & AI

ArtificalIntelligenceDataScience   InformationManagement   InnovationManagement
Through the further training of specialists and managers and the application of methods from the fields of robotic process automation, artificial intelligence and resource efficiency, SMEs become more ecologically sustainable, more efficient and more robust in the face of crises.
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Curriculum Vitae

seit 2020TH AschaffenburgForschungsprofessur
seit 2016TH AschaffenburgProfessur
2013 - 2016paragon AG, DelbrückLeiter der Forschungs- und Entwicklungsabteilung Akustik
2012 - 2016Christian-Albrechts-Universität KielLehrbeauftragter für das Fach Neuronale Netze
2011 - 2013Nuance Communications Deutschland GmbHSenior Research Engineer
2009 - 2011SVOX Deutschland GmbH (spin-off der ETH Zürich)Research Scientist
Juni 2009TU DarmstadtPromotion zum Doktor Ingenieur (Dr.-Ing.)
2005 - 2009Harman / Becker Automotive Systems und TU DarmstadtWissenschaftlicher Mitarbeiter
2003 - 2005TU DarmstadtDiplom-Ingenieur
1999 - 2003Hochschule Rhein-MainDiplom-Ingenieur (FH)

Interesse an fachübergreifenden Forschungsthemen

  • Mensch-Maschine-Interaktion
  • Autonomes Fahren
  • Medizintechnik
  • Mensch-Roboter-Kollaboration

Publikationen

  • Seitz, Christopher, Krini, Mohammed, 2019. DNNs versus Codebooks based Spectral Envelope Estimation for Partial Reconstruction of Speech Signals. In: Workshop on Speech and Audio in the Northeast (SANE’19), New York.
  • Krini, Mohammed, Madhu, Nilesh, 2019. Generalized Refinement of Short-Term Fourier Spectra in Time- and Frequency Domain and its Combination with Polyphase Filterbanks. In: IEEE International Symposium on Signal Processing and Information Technology (ISSPIT'19), Ajman.
  • Krini, Mohammed, Madhu, Nilesh, 2019. Improved F0 Estimation by Generalised Spectral Refinement Applied to DFT-Modulated Polyphase Filterbanks. In: International Symposium on Embedded Computing and System Design, Amrita Vishwa Vidyapeetham. ISBN 9781728141770.
  • Seitz, Christopher, Krini, Mohammed, 2019. Schätzung der Spektralen Einhüllenden - Ein Vergleich von Tiefen Neuronalen Netzen und Codebüchern. In: 20th Electronic Speech Signal Processing Conference (ESSV ’19), Dresden.
  • Seitz, Christopher, Krini, Mohammed, 2019. Spectral Envelope Estimation Based on Deep Neural Networks and its use for Speech Reconstruction. In: 45th German Annual Conference on Acoustics (DAGA’19), Rostock.
  • Krini, Mohammed, Rachor, Alexander, 2019. DFT-Filterbanks with Spectral Refinement and its Comparison with Polyphase Filterbanks. In: 23rd International Congress on Acoustics (ICA'19), Aachen.
  • Herbert, Matthias, Mirza, Zafar Baig, Krini, Mohammed, 2018. Real-Time Implementation of an Adaptive Beamformer-Postfilter System for Seat belt Microphones on Sharc ADSP-21489. In: 44th German Annual Conference on Acoustics (DAGA’18), München.
  • Krini, Mohammed, Mirza, Zafar Baig, 2018. An Adaptive Beamformer-Postfilter System for Seat belt Microphones and its Efficient Implementation on Sharc ADSP-21489. In: 16th IEEE International Workshop on Acoustic Signal Enhancement (IWAENC ’18), Chiyoda, Tokyo.
  • Krini, Mohammed, 2017. Refinement Methods as Preprocessing or Postprocessing for Short-Term Spectra Analysis. In: 19th Electronic Speech Signal Processing Conference (ESSV ’17), Saarbrücken.
  • Rajan, Vasudev Kandade, Krini, Mohammed, Schmidt, Gerhard, 2016. Signal Processing Techniques for Seat Belt Micro-phone Arrays. In: EURASIP Journal on Advances in Signal Processing.
  • Krini, Mohammed, Mirza, Zafar Baig, Rodemer, Klaus, 2016. A Practical Beamformer-Postfilter System for Microphone Arrays on Seat Belts. In: 12. ITG Symposium Speech Communication (ITG’16), Paderborn.

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