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1

Hyperspectral image classification using non-negative tensor factorization and 3D convolutional neural networks

Mirzaei, Sayeh, Van hamme, Hugo, Khosravani, Shima

Journal:

Signal Processing: Image Communication

Year:

2019

Language:

english

File:

PDF, 1.39 MB

english, 2019

2

Sparse conjugate directions pursuit with application to fixed-size kernel models

Peter Karsmakers, Kristiaan Pelckmans, Kris De Brabanter, Hugo Van hamme, Johan A. K. Suykens

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.62 MB

english, 2011

3

Automatic voice onset time estimation from reassignment spectra

Veronique Stouten, Hugo Van hamme

Journal:

Speech Communication

Year:

2009

Language:

english

File:

PDF, 1.24 MB

english, 2009

4

Human language technology and communicative disabilities: requirements and possibilities for the future

Marina B. Ruiter, Lilian J. Beijer, Catia Cucchiarini, Emiel J. Krahmer, Toni C. M. Rietveld, Helmer Strik, Hugo Van hamme

Journal:

Language Resources and Evaluation

Year:

2012

Language:

english

File:

PDF, 164 KB

english, 2012

5

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Histogram equalization and noise masking for robust speech recognition

Zhang, Xueru, Demuynck, Kris, Van hamme, Hugo

Year:

2010

Language:

english

File:

PDF, 154 KB

english, 2010

6

Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement

Sun, Meng, Zhang, Xiongwei, Van hamme, Hugo, Zheng, Thomas Fang

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2016

Language:

english

File:

PDF, 2.74 MB

english, 2016

7

[IEEE 2019 Symposium on VLSI Circuits - Kyoto, Japan (2019.6.9-2019.6.14)] 2019 Symposium on VLSI Circuits - 18μW SoC for near-microphone Keyword Spotting and Speaker Verification

Giraldo, J. S. P, Lauwereins, Steven, Badami, Komail, Van Hamme, Hugo, Verhelst, Marian

Year:

2019

Language:

english

File:

PDF, 209 KB

english, 2019

8

State Gradients for Analyzing Memory in LSTM Language Models

Verwimp, Lyan, Van hamme, Hugo, Wambacq, Patrick

Journal:

Computer Speech & Language

Year:

2019

Language:

english

File:

PDF, 1.19 MB

english, 2019

9

Acoustic Event Classification using Low-Resolution Multi-label Non-negative Matrix Deconvolution

Vuegen, Lode, Karsmakers, Peter, Van Hamme, Hugo, Vanrumste, Bart

Journal:

Journal of the Audio Engineering Society

Year:

2018

File:

PDF, 565 KB

2018

10

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Multitask Learning with Capsule Networks for Speech-to-Intent Applications

Poncelet, Jakob, hamme, Hugo Van

Year:

2020

File:

PDF, 325 KB

2020

11

Model-based feature enhancement with uncertainty decoding for noise robust ASR

Veronique Stouten, Hugo Van hamme, Patrick Wambacq

Journal:

Speech Communication

Year:

2006

Language:

english

File:

PDF, 737 KB

english, 2006

12

Unsupervised learning of time–frequency patches as a noise-robust representation of speech

Maarten Van Segbroeck, Hugo Van hamme

Journal:

Speech Communication

Year:

2009

Language:

english

File:

PDF, 1.02 MB

english, 2009

13

Developing a reading tutor: Design and evaluation of dedicated speech recognition and synthesis modules

Jacques Duchateau, Yuk On Kong, Leen Cleuren, Lukas Latacz, Jan Roelens, Abdurrahman Samir, Kris Demuynck, Pol Ghesquière, Werner Verhelst, Hugo Van hamme

Journal:

Speech Communication

Year:

2009

Language:

english

File:

PDF, 246 KB

english, 2009

14

Joint training of non-negative Tucker decomposition and discrete density hidden Markov models

Sun, Meng, Van hamme, Hugo

Journal:

Computer Speech & Language

Year:

2013

Language:

english

File:

PDF, 974 KB

english, 2013

15

Multi-candidate missing data imputation for robust speech recognition

Yujun Wang, Hugo Van hamme

Journal:

EURASIP Journal on Audio, Speech, and Music Processing

Year:

2012

Language:

english

File:

PDF, 433 KB

english, 2012

16

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - Speaker age estimation using Hidden Markov Model weight supervectors

Bahari, Mohamad Hasan, Van hamme, Hugo

Year:

2012

Language:

english

File:

PDF, 222 KB

english, 2012

17

Rapid speaker adaptation in latent speaker space with non-negative matrix factorization

Zhang, Xueru, Demuynck, Kris, Van hamme, Hugo

Journal:

Speech Communication

Year:

2013

Language:

english

File:

PDF, 1.33 MB

english, 2013

18

Fast vocabulary acquisition in an NMF-based self-learning vocal user interface

Ons, Bart, Gemmeke, Jort F., Van hamme, Hugo

Journal:

Computer Speech & Language

Year:

2014

Language:

english

File:

PDF, 1.31 MB

english, 2014

19

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - Speaker adaptation using Maximum Likelihood General Regression

Bahari, Mohamad Hasan, Van hamme, Hugo

Year:

2012

Language:

english

File:

PDF, 218 KB

english, 2012

20

[IEEE 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2013.10.20-2013.10.23)] 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - Bayesian non-parametric matrix factorization for discovering words in spoken utterances

Mirzaei, Sayeh, Van hamme, Hugo, Norouzi, Yaser

Year:

2013

Language:

english

File:

PDF, 260 KB

english, 2013

21

Estimation of the Voicing Cut-Off Frequency Contour Based on a Cumulative Harmonicity Score

Hermus, Kris, Van hamme, Hugo, Irhimeh, Sufian

Journal:

IEEE Signal Processing Letters

Year:

2007

Language:

english

File:

PDF, 366 KB

english, 2007

22

[IEEE 2011 18th IEEE International Conference on Image Processing (ICIP 2011) - Brussels, Belgium (2011.09.11-2011.09.14)] 2011 18th IEEE International Conference on Image Processing - Image pattern discovery by using the spatial closeness of visual code words

Sun, Meng, Van hamme, Hugo

Year:

2011

Language:

english

File:

PDF, 371 KB

english, 2011

23

[IEEE Understanding (ASRU) - Waikoloa, HI, USA (2011.12.11-2011.12.15)] 2011 IEEE Workshop on Automatic Speech Recognition & Understanding - An hierarchical exemplar-based sparse model of speech, with an application to ASR

Gemmeke, Jort F., Van hamme, Hugo

Year:

2011

Language:

english

File:

PDF, 135 KB

english, 2011

24

[IEEE 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Honolulu, HI, USA (2007.04.15-2007.04.20)] 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - DCT-Based Amplitude and Frequency Modulated Harmonic-Plus-Noise Modelling for Text-to-Speech Synthesis

Hermus, Kris, Van hamme, Hugo, Verhelst, Werner, Irhimeh, Sufian, De Moortel, Jan

Year:

2007

Language:

english

File:

PDF, 4.90 MB

english, 2007

25

[IEEE 2010 IEEE Spoken Language Technology Workshop (SLT 2010) - Berkeley, CA, USA (2010.12.12-2010.12.15)] 2010 IEEE Spoken Language Technology Workshop - Learning from images and speech with Non-negative Matrix Factorization enhanced by input space scaling

Driesen, Joris, Van hamme, Hugo, Kleijn, W. Bastiaan

Year:

2010

Language:

english

File:

PDF, 254 KB

english, 2010

26

[IEEE Proceedings of ICASSP '02 - Orlando, FL, USA (2002.05.13-2002.05.17)] IEEE International Conference on Acoustics Speech and Signal Processing - Investigation of speech recognition over IP channels

Van Sciver, Jim, Ma, Jeff Z., Vanpoucke, Filiep, Van Hamme, Hugo

Year:

2002

Language:

english

File:

PDF, 773 KB

english, 2002

27

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Coping with language data sparsity: Semantic head mapping of compound words

Pelemans, Joris, Demuynck, Kris, Van hamme, Hugo, Wambacq, Patrick

Year:

2014

File:

PDF, 476 KB

2014

28

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Coupled dictionary training for exemplar-based speech enhancement

Baby, Deepak, Virtanen, Tuomas, Barker, Tom, Van hamme, Hugo

Year:

2014

Language:

english

File:

PDF, 493 KB

english, 2014

29

[IEEE 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2013.10.20-2013.10.23)] 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - An exemplar-based NMF approach to audio event detection

Gemmeke, Jort F., Vuegen, Lode, Karsmakers, Peter, Vanrumste, Bart, Van hamme, Hugo

Year:

2013

Language:

english

File:

PDF, 211 KB

english, 2013

30

[IEEE 2011 IEEE International Conference on Development and Learning (ICDL) - Frankfurt am Main, Germany (2011.08.24-2011.08.27)] 2011 IEEE International Conference on Development and Learning (ICDL) - Phonetic analysis of a computational model for vocabulary acquisition from auditory inputs

Van hamme, Hugo

Year:

2011

Language:

english

File:

PDF, 671 KB

english, 2011

31

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Accent recognition using i-vector, Gaussian Mean Supervector and Gaussian posterior probability supervector for spontaneous telephone speech

Bahari, Mohamad Hasan, Saeidi, Rahim, Van hamme, Hugo, Van Leeuwen, David

Year:

2013

Language:

english

File:

PDF, 232 KB

english, 2013

32

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Fast speaker adaptation using non-negative matrix factorization

Duchateau, Jacques, Leroy, Tobias, Demuynck, Kris, Van hamme, Hugo

Year:

2008

Language:

english

File:

PDF, 210 KB

english, 2008

33

[IEEE 2011 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS) - Milan, Italy (2011.09.28-2011.09.28)] 2011 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS) - Speaker age estimation and gender detection based on supervised Non-Negative Matrix Factorization

Bahari, Mohamad Hasan, Van Hamme, Hugo

Year:

2011

Language:

english

File:

PDF, 728 KB

english, 2011

34

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Estimation of the voicing cut-off frequency contour of natural speech based on harmonic and aperiodic energies

Hermus, Kris, Girin, Laurent, Van hamme, Hugo, Irhimeh, Sufian

Year:

2008

Language:

english

File:

PDF, 332 KB

english, 2008

35

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Unsupervised vocabulary discovery using non-negative matrix factorization with graph regularization

Sun, Meng, Van hamme, Hugo

Year:

2011

Language:

english

File:

PDF, 226 KB

english, 2011

36

Noise Robust Exemplar Matching Using Sparse Representations of Speech

Yilmaz, Emre, Florent Gemmeke, Jort, Van hamme, Hugo

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2014

Language:

english

File:

PDF, 1.22 MB

english, 2014

37

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Latent variable speaker adaptation of Gaussian mixture weights and means

Zhang, Xueru, Demuynck, Kris, Van hamme, Hugo

Year:

2012

Language:

english

File:

PDF, 96 KB

english, 2012

38

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Fast word acquisition in an NMF-based learning framework

Driesen, Joris, Van hamme, Hugo

Year:

2012

Language:

english

File:

PDF, 216 KB

english, 2012

39

[IEEE 2011 IEEE International Conference on Multimedia and Expo (ICME) - Barcelona, Spain (2011.07.11-2011.07.15)] 2011 IEEE International Conference on Multimedia and Expo - Rapid Speaker Adaptation using Maximum Likelihood Neural Regression

Bahari, Mohamad Hasan, Van hamme, Hugo

Year:

2011

Language:

english

File:

PDF, 667 KB

english, 2011

40

[IEEE ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing - Vancouver, BC (2013.5.26-2013.5.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Embedding time warping in exemplar-based sparse representations of speech

Yilmaz, Emre, Gemmeke, Jort F., Van hamme, Hugo

Year:

2013

Language:

english

File:

PDF, 134 KB

english, 2013

41

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Unsupervised learning of auditory filter banks using non-negative matrix factorisation

Bertrand, Alexander, Demuynck, Kris, Stouten, Veronique, Van hamme, Hugo

Year:

2008

Language:

english

File:

PDF, 130 KB

english, 2008

42

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Progress in example based automatic speech recognition

Demuynck, Kris, Seppi, Dino, Van hamme, Hugo, Van Compernolle, Dirk

Year:

2011

Language:

english

File:

PDF, 175 KB

english, 2011

43

Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition

Bahari, Mohamad Hasan, Dehak, Najim, Van hamme, Hugo, Burget, Lukas, Ali, Ahmed M., Glass, Jim

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2014

Language:

english

File:

PDF, 1.75 MB

english, 2014

44

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Rapid speaker adaptation with speaker adaptive training and non-negative matrix factorization

Zhang, Xueru, Demuynck, Kris, Van hamme, Hugo

Year:

2011

Language:

english

File:

PDF, 309 KB

english, 2011

45

[IEEE 2013 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU) - Olomouc, Czech Republic (2013.12.8-2013.12.12)] 2013 IEEE Workshop on Automatic Speech Recognition and Understanding - NMF-based keyword learning from scarce data

Ons, Bart, Gemmeke, Jort F., Van hamme, Hugo

Year:

2013

Language:

english

File:

PDF, 183 KB

english, 2013

46

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Tri-factorization learning of sub-word units with application to vocabulary acquisition

Sun, Meng, Van hamme, Hugo

Year:

2012

Language:

english

File:

PDF, 136 KB

english, 2012

47

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - A diagonalized newton algorithm for non-negative sparse coding

Van hamme, Hugo

Year:

2013

Language:

english

File:

PDF, 147 KB

english, 2013

48

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Robust speech recognition using missing data techniques in the prospect domain and fuzzy masks

Van Segbroeck, Maarten, Van hamme, Hugo

Year:

2008

Language:

english

File:

PDF, 186 KB

english, 2008

49

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Active-set newton algorithm for non-negative sparse coding of audio

Virtanen, Tuomas, Raj, Bhiksha, Gemmeke, Jort F., Van hamme, Hugo

Year:

2014

Language:

english

File:

PDF, 123 KB

english, 2014

50

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Weakly supervised keyword learning using sparse representations of speech

Driesen, Joris, Gemmeke, Jort, Van hamme, Hugo

Year:

2012

Language:

english

File:

PDF, 188 KB

english, 2012

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