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Jürgen Geiger
Jürgen Geiger
Harman Becker Automotive Systems GmbH
Verified email at tum.de
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Year
Deep learning for environmentally robust speech recognition: An overview of recent developments
Z Zhang, J Geiger, J Pohjalainen, AED Mousa, W Jin, B Schuller
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (5), 1-28, 2018
2092018
The TUM Gait from Audio, Image and Depth (GAID) Database: Multimodal Recognition of Subjects and Traits
M Hofmann, J Geiger, S Bachmann, B Schuller, G Rigoll
Journal of Visual Communication and Image Representation (JVCI), Special …, 2014
1962014
LARGE-SCALE AUDIO FEATURE EXTRACTION AND SVM FOR ACOUSTIC SCENE CLASSIFICATION
JT Geiger, B Schuller, G Rigoll
WASPAA, 2013
1332013
Robust speech recognition using long short-term memory recurrent neural networks for hybrid acoustic modelling
JT Geiger, Z Zhang, F Weninger, B Schuller, G Rigoll
Proc. INTERSPEECH 2014, Singapore, Singapore, 2014
802014
Feature enhancement by deep LSTM networks for ASR in reverberant multisource environments
F Weninger, J Geiger, M Wöllmer, B Schuller, G Rigoll
Computer Speech & Language 28 (4), 888-902, 2014
652014
IMPROVING EVENT DETECTION FOR AUDIO SURVEILLANCE USING GABOR FILTERBANK FEATURES
JT Geiger, K Helwani
EUSIPCO, 2015
572015
The Munich 2011 CHiME Challenge Contribution: NMF-BLSTM Speech Enhancement and Recognition for Reverberated Multisource Environments
F Weninger, J Geiger, M Wöllmer, B Schuller, G Rigoll
542011
Acoustic gait-based person identification using hidden Markov models
JT Geiger, M Kneißl, BW Schuller, G Rigoll
Proceedings of the 2014 Workshop on Mapping Personality Traits Challenge and …, 2014
502014
NON-NEGATIVE MATRIX FACTORIZATION FOR HIGHLY NOISE-ROBUST ASR: TO ENHANCE OR TO RECOGNIZE?
F Weninger, M Wöllmer, J Geiger, B Schuller, JF Gemmeke, ...
ICASSP, 2012
492012
THE MERL/MELCO/TUM SYSTEM FOR THE REVERB CHALLENGE USING DEEP RECURRENT NEURAL NETWORK FEATURE ENHANCEMENT
F Weninger, S Watanabe, J Le Roux, JR Hershey, Y Tachioka, J Geiger, ...
REVERB Workshop, 2014
412014
Detecting Overlapping Speech with Long Short-Term Memory Recurrent Neural Networks
JT Geiger, F Eyben, B Schuller, G Rigoll
Interspeech, 2013
372013
GMM-UBM based open-set online speaker diarization
J Geiger, F Wallhoff, G Rigoll
Proc. INTERSPEECH 2010, Makuhari, Japan, 2330-2333, 2010
362010
Memory-Enhanced Neural Networks and NMF for Robust ASR
J Geiger, F Weninger, J Gemmeke, M Wollmer, B Schuller, G Rigoll
Audio, Speech, and Language Processing, IEEE/ACM Transactions on 20 (6 …, 2014
332014
THE TUM+ TUT+ KUL APPROACH TO THE 2ND CHIME CHALLENGE: MULTI-STREAM ASR EXPLOITING BLSTM NETWORKS AND SPARSE NMF
JT Geiger, F Weninger, A Hurmalainen, JF Gemmeke, M Wöllmer, ...
CHiME Workshop, 2013
33*2013
Speech Overlap Detection and Attribution Using Convolutive Non-Negative Sparse Coding
R Vipperla, J Geiger, S Bozonnet, D Wang, N Evans, B Schuller, G Rigoll
Proc. ICASSP, 4181-4184, 2012
332012
RECOGNISING ACOUSTIC SCENES WITH LARGE-SCALE AUDIO FEATURE EXTRACTION AND SVM
JT Geiger, B Schuller, G Rigoll
262013
Signal processing apparatus for enhancing a voice component within a multi-channel audio signal
J Geiger, P Grosche
US Patent 10,210,883, 2019
212019
Optimizing the number of states for HMM-based on-line handwritten whiteboard recognition
J Geiger, J Schenk, F Wallhoff, G Rigoll
Proc. 12th Intern. Conf. on Frontiers in Handwriting Recognition, ICFHR 2010 …, 2010
212010
Investigating NMF speech enhancement for neural network based acoustic models
JT Geiger, JF Gemmeke, B Schuller, G Rigoll
Proc. INTERSPEECH 2014, ISCA, Singapore, Singapore, 2014
202014
GAIT-BASED PERSON IDENTIFICATION BY SPECTRAL, CEPSTRAL AND ENERGY-RELATED AUDIO FEATURES
JT Geiger, M Hofmann, B Schuller, G Rigoll
ICASSP, 2013
202013
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