Asynchronous stochastic optimization for sequence training of deep neural networks
Heigold, Georg, McDermott, Erik, Vanhoucke, Vincent, Senior, Andrew, Bacchiani, Michiel
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
ViViT: A Video Vision Transformer
Arnab, Anurag, Dehghani, Mostafa, Heigold, Georg, Sun, Chen, Lucic, Mario, Schmid, Cordelia
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
End-to-end text-dependent speaker verification
Heigold, Georg, Moreno, Ignacio, Bengio, Samy, Shazeer, Noam
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Small-footprint keyword spotting using deep neural networks
Guoguo Chen, Parada, Carolina, Heigold, Georg
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
A Gaussian Mixture Model layer jointly optimized with discriminative features within a Deep Neural Network architecture
Variani, Ehsan, McDermott, Erik, Heigold, Georg
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Multiframe deep neural networks for acoustic modeling
Vanhoucke, Vincent, Devin, Matthieu, Heigold, Georg
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
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Conference Proceeding
Latent Log-Linear Models for Handwritten Digit Classification
Deselaers, T., Gass, T., Heigold, G., Ney, H.
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2012)
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2012)
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Journal Article
Speech Recognition With Flat Direct Models
Nguyen, Patrick, Heigold, Georg, Zweig, Geoffrey
Published in IEEE journal of selected topics in signal processing (01.12.2010)
Published in IEEE journal of selected topics in signal processing (01.12.2010)
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Journal Article
Equivalence of Generative and Log-Linear Models
Heigold, G, Ney, H, Lehnen, P, Gass, T, Schluter, R
Published in IEEE transactions on audio, speech, and language processing (01.07.2011)
Published in IEEE transactions on audio, speech, and language processing (01.07.2011)
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Journal Article
Introduction to the Special Section on Large-Scale Optimization for Audio, Speech, and Language Processing
Kanevsky, Dimitri, He, Xiaodong, Heigold, Georg, Li, Haizhou, Wright, Stephen J.
Published in IEEE transactions on audio, speech, and language processing (01.11.2013)
Published in IEEE transactions on audio, speech, and language processing (01.11.2013)
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Journal Article
GMM-free DNN acoustic model training
Senior, Andrew, Heigold, Georg, Bacchiani, Michiel, Liao, Hank
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
셀프-어텐션 기반 뉴럴 네트워크들을 사용하는 이미지들의 프로세싱
ZHAI XIAOHUA, HOULSBY NEIL MATTHEW TINMOUTH, GELLY SYLVAIN, DEGHANI MOSTAFA, MINDERER MATTHIAS JOHANNES LORENZ, UNTERTHINER THOMAS, KOLESNIKOV ALEXANDER, BEYER LUCAS KLAUS, WEISSENBORN DIRK, USZKOREIT JAKOB D, DOSOVITSKIY ALEXEY, HEIGOLD GEORG
Year of Publication 06.01.2023
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Year of Publication 06.01.2023
Patent
Deep neural networks with auxiliary Gaussian mixture models for real-time speech recognition
Xin Lei, Hui Lin, Heigold, Georg
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
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Conference Proceeding