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Jort
F.
Gemmeke
jgemmeke@amadana.nl
Journal articles
2012
Sami Keronen
,
Heikki Kallasjoki
,
Ulpu Remes
,
Guy J Brown
,
Jort F Gemmeke
,
Kalle J Palomäki
(2012)
Mask
estimation
and
imputation
methods
for
missing
data
speech
recognition
in
a
multisource
reverberant
environment
Revision submitted to : Computer Speech & Language
Abstract:
Notes:
Tara N Sainath
,
Bhuvana Ramabhadran
,
David Nahamoo
,
Dimitri Kanevsky
,
Dirk Van Compernolle
,
Kris Demuynck
,
Jort F Gemmeke
,
Jerome R Bellegarda
,
Shiva Sundaram
(2012)
Exemplar-Based
Processing
for
Speech
Recognition
Revision submitted to : IEEE Signal Processing Magazine
Abstract:
Notes:
Antti Hurmalainen
,
Jort F Gemmeke
,
Tuomas Virtanen
(2012)
Modelling
Non-stationary
Noise
with
Spectral
Factorisation
in
Automatic
Speech
Recognition
Revision submitted to : Computer Speech & Language
Abstract:
Notes:
2011
Jort F Gemmeke
,
Tuomas Virtanen
,
Antti Hurmalainen
(2011)
Exemplar-based
sparse
representations
for
noise
robust
automatic
speech
recognition
IEEE Transactions on Audio, Speech and Language processing
19:
7.
2067-2080
Abstract:
Notes:
Jort F Gemmeke
,
B Cranen
,
U Remes
(2011)
Sparse
imputation
for
large
vocabulary
noise
robust
ASR
Computer Speech & Language
25:
2.
462-479
Abstract:
Notes:
2010
Jort F Gemmeke
,
hamme Hugo Van
,
Bert Cranen
,
Lou Boves
(2010)
Compressive
Sensing
for
Missing
Data
Imputation
in
Noise
Robust
Speech
Recognition
IEEE Journal of Selected Topics in Signal Processing
4:
2.
272-287
Abstract:
Notes:
2008
Jort F Gemmeke
,
Simon Portegies Zwart
,
Chael Kruip
(2008)
Detecting
Irregular
Orbits
in
Gravitational
N-body
Simulations
Communications in Nonlinear Science and Numerical Simulation
13:
6.
1157-1168
Abstract:
Notes:
Book chapters
2012
Jort F Gemmeke
,
Ulpu Remes
(2012)
Missing
data
techniques
:
Feature
reconstruction
In: To appear in : Techniques for Noise Robustness in Automatic Speech Recognition
Edited by:Tuomas Virtanen, Rita Singh, Bhiksha Raj.
Wiley
Abstract:
Notes:
Yujun Wang
,
Jort F Gemmeke
,
Kris Demuynck
,
hamme Hugo Van
(2012)
Missing
Data
Solutions
for
Robust
Speech
Recognition
In: To appear in : Essential Speech and Language Technology for Dutch: resources, tools and applications
Edited by:Peter Spyns, Jan Odijk.
Springer
Abstract:
Notes:
2011
Jort F Gemmeke
,
Maarten Van Segbroeck
,
Yujun Wang
,
Bert Cranen
,
hamme Hugo Van
(2011)
Automatic
speech
recognition
using
missing
data
techniques
:
Handling
of
real-world
data
In: Robust Speech Recognition of Uncertain or Missing Data
Edited by:Dorothea Kolossa, Reinhold Haeb-Umbach.
157-185
Springer Verlag
Abstract:
Notes:
Conference papers
2012
Antti Hurmalainen
,
Jort F Gemmeke
,
Tuomas Virtanen
(2012)
Detection
and
recognition
of
multi-speaker
speech
from
continuous
noisy
mixtures
using
spectral
factorisation
In: Submitted to : EUSIPCO
Abstract:
Notes:
Mathijs Verstraete
,
Jan Derboven
,
Jort F Gemmeke
,
P Karsmakers
,
B Van Van Broeck
,
H Van hamme
(2012)
The
design
of
voice
controlled
assistive
technology
for
people
with
physical
disabilities
In: Submitted to : Language Technology in Pervasive Computing (LTPC)
Abstract:
Notes:
J van de Loo
,
G De Pauw
,
J F Gemmeke
,
P Karsmakers
,
B Van Van Broeck
,
W Daelemans
,
H Van hamme
(2012)
Towards
Shallow
Grammar
Induction
for
an
Adaptive
Assistive
Vocal
Interface
:
a
Concept
Tagging
Approach
In: Proceedings of the workshop on Natural Language Processing for Improving Textual Accessibility (NLP4ITA)
Istanbul, Turkey:
ELRA
Abstract:
Notes:
Felix Weninger
,
Martin Wöllmer
,
Jürgen Geiger
,
Björn Schuller
,
Jort Gemmeke
,
Antti Hurmalainen
,
Tuomas Virtanen
,
Gerhard Rigoll
(2012)
Non-negative
matrix
factorization
for
highly
noise-robust
ASR
:
to
enhance
or
to
recognize
In: Proc. International Conference on Acoustics, Speech and Signal Processing
Kyoto, Japan:
Abstract:
Notes:
J Driesen
,
J F Gemmeke
,
H Van hamme
(2012)
Weakly
supervised
keyword
learning
using
sparse
representations
of
speech
In: Proc. International Conference on Acoustics, Speech and Signal Processing
Kyoto, Japan:
Abstract:
Notes:
Jort F Gemmeke
,
hamme Hugo Van
(2012)
Advances
in
noise
robust
digit
recognition
using
hybrid
exemplar-based
techniques
In: Submitted to : Interspeech
Abstract:
Notes:
J van de Loo
,
Jort F Gemmeke
,
G De Pauw
,
J Driesen
,
H Van hamme
,
W Daelemans
(2012)
Towards
a
Self-Learning
Assistive
Vocal
Interface
:
Vocabulary
and
Grammar
Learning
In: Submitted to : Proceedings of the workshop Speech and Multimodal Interaction in Assistive Environments (SMIAE)
Abstract:
Notes:
Yang Sun
,
Bert Cranen
,
Jort F Gemmeke
,
Lou Boves
,
Louis ten Bosch
,
Mathew M Doss
(2012)
Using
Sparse
Classification
Outputs
as
Feature
Observations
for
Noise-robust
ASR
In: Submitted to : Interspeech
Abstract:
Notes:
Jort F Gemmeke
,
J van de Loo
,
G De Pauw
,
J Driesen
,
H Van hamme
,
W Daelemans
(2012)
A
Self-Learning
Assistive
Vocal
Interface
Based
on
Vocabulary
Learning
and
Grammar
Induction
In: Submitted to : Interspeech
Abstract:
Notes:
György Kovács
,
László Tóth
,
Dirk Van Compernolle
,
Jort F Gemmeke
(2012)
Automatic
versus
manual
selection
of
Gabor
filters
In: Submitted to : Interspeech
Abstract:
Notes:
Yang Sun
,
Mathew M Doss
,
Jort F Gemmeke
,
Bert Cranen
,
Louis ten Bosch
,
Lou Boves
(2012)
Combination
of
Sparse
Classification
and
Multiple
Layer
Perceptron
for
Noise-robust
ASR
In: Submitted to : Interspeech
Abstract:
Notes:
Bart Ons
,
Jort F Gemmeke
,
hamme Hugo Van
(2012)
Label
noise
robustness
and
learning
speed
in
a
self-learning
vocal
user
interface
In: Submitted to : Interspeech
Abstract:
Notes:
2011
Heikki Kallasjoki
,
Sami Keronen
,
Guy J Brown
,
Jort F Gemmeke
,
Ulpu Remes
,
Kalle J Palomäki
(2011)
Mask
estimation
and
sparse
imputation
for
missing
data
speech
recognition
in
multisource
reverberant
environments
In: International Workshop on Machine Listening in Multisource Environments
Abstract:
Notes:
Yang Sun
,
Jort F Gemmeke
,
Bert Cranen
,
Louis ten Bosch
,
Lou Boves
(2011)
Improvements
of
a
dual-input
DBN
for
noise
robust
ASR
In: Proc. Interspeech
Abstract:
Notes:
Antti Hurmalainen
,
Katariina Mahkonen
,
Jort F Gemmeke
,
Tuomas Virtanen
(2011)
Exemplar-based
Recognition
of
Speech
in
Highly
Variable
Noise
In: International Workshop on Machine Listening in Multisource Environments
Abstract:
Notes:
Katariina Mahkonen
,
Antti Hurmalainen
,
Tuomas Virtanen
,
Jort F Gemmeke
(2011)
Mapping
Sparse
Representation
to
State
Likelihoods
in
Noise-Robust
Automatic
Speech
Recognition
In: Proc. Interspeech
Abstract:
Notes:
Jort F Gemmeke
,
hamme Hugo Van
(2011)
An
Hierarchical
Exemplar-based
Sparse
Model
of
Speech,
with
an
Application
to
ASR
In: Automatic speech recognition and understanding Workshop
Abstract:
Notes:
Heikki Kallasjoki
,
Ulpu Remes
,
Jort F Gemmeke
,
Tuomas Virtanen
,
Kalle J Palomäki
(2011)
Uncertainty
measures
for
improving
exemplar-based
source
separation
In: Proc. Interspeech
Abstract:
Notes:
Jort F Gemmeke
(2011)
Efficient
sparse
representation
based
classification
using
hierarchically
structured
dictionaries
In: Proc. SPARS 2011
Edingburgh, UK:
Abstract:
Notes:
Jort F Gemmeke
,
Tuomas Virtanen
,
Antti Hurmalainen
(2011)
Exemplar-based
speech
enhancement
and
its
application
to
noise-robust
automatic
speech
recognition
In: International Workshop on Machine Listening in Multisource Environments
Abstract:
Notes:
Heyun Huang
,
Yang Liu
,
Jort Gemmeke
,
Louis ten Bosch
,
Bert Cranen
,
Lou Boves
(2011)
Globality-Locality
Consistent
Discriminant
Analysis
for
Phone
Classification
In: Proc. Interspeech
Abstract:
Notes:
Antti Hurmalainen
,
Jort F Gemmeke
,
Tuomas Virtanen
(2011)
Non-negative
matrix
deconvolution
in
noise
robust
speech
recognition
In: Proc. International Conference on Acoustics, Speech and Signal Processing
Abstract:
Notes:
Jort F Gemmeke
,
Antti Hurmalainen
,
Tuomas Virtanen
,
Yang Sun
(2011)
Toward
a
practical
implementation
of
exemplar-based
noise
robust
ASR
In: Proc. EUSIPCO
1490-1494
Abstract:
Notes:
Heyun Huang
,
Louis ten Bosch
,
Jort Gemmeke
,
Bert Cranen
,
Lou Boves
(2011)
Exploiting
local
and
global
structures
for
timit
phone
classification
In: Proc. EUSIPCO
1485-1489
Abstract:
Notes:
Yang Sun
,
Jort F Gemmeke
,
Bert Cranen
,
Louis ten Bosch
,
Lou Boves
(2011)
Early
fusion
of
sparse
classification
and
GMM
for
noise
robust
ASR
In: Proc. EUSIPCO
1495-1499
Abstract:
Notes:
2010
Tuomas Virtanen
,
Jort F Gemmeke
,
Antti Hurmalainen
(2010)
State-based
labelling
for
a
sparse
representation
of
speech
and
its
application
to
robust
speech
recognition
In: Proc. Interspeech
893-896
Abstract:
Notes:
Yang Sun
,
Jort F Gemmeke
,
Bert Cranen
,
Louis ten Bosch
,
Lou Boves
(2010)
Using
a
DBN
to
integrate
Sparse
Classification
and
GMM-based
ASR
In: Proc. Interspeech
2098-2101
Abstract:
Notes:
Jort F Gemmeke
,
Tuomas Virtanen
(2010)
Noise
Robust
Exemplar-Based
Connected
Digit
Recognition
In: Proc. International Conference on Acoustics, Speech and Signal Processing
Abstract:
Notes:
Jort F Gemmeke
,
Tuomas Virtanen
(2010)
Artificial
and
online
acquired
noise
dictionaries
for
noise
robust
ASR
In: Proc. Interspeech
2082-2085
Abstract:
Notes:
Jort F Gemmeke
,
Ulpu Remes
,
Kalle J Palomäki
(2010)
Observation
uncertainty
measures
for
sparse
imputation
In: Proc. Interspeech
2262-2265
Abstract:
Notes:
2009
Jort F Gemmeke
,
B Cranen
(2009)
Sparse
Imputation
for
noise
robust
speech
recognition
using
soft
masks
In: Proc. International Conference on Acoustics, Speech and Signal Processing
4645-4648
Taipei, Taiwan:
Abstract:
Notes:
Yujun Wang
,
Rudi Vuerinckx
,
Jort F Gemmeke
,
Bert Cranen
,
hamme Hugo Van
(2009)
Evaluation
of
missing
data
techniques
for
in-car
automatic
speech
recognition
In: Proceedings NAG/DAGA
Rotterdam, The Netherlands:
Abstract:
Notes:
Jort F Gemmeke
,
B Cranen
(2009)
Missing
Data
Imputation
using
Compressive
Sensing
techniques
for
connected
digit
recognition
In: Proc. International Conference on Digital Signal Processing
1-8
Abstract:
Notes:
Jort F Gemmeke
,
L ten Bosch
,
L Boves
,
B Cranen
(2009)
Using
sparse
representations
for
exemplar
based
continuous
digit
recognition
In: Proc. EUSIPCO
1755-1759
Glasgow, Scotland:
Abstract:
Notes:
Jort F Gemmeke
,
Y Wang
,
M Van Segbroeck
,
B Cranen
,
H Van hamme
(2009)
Application
of
noise
robust
MDT
speech
recognition
on
the
SPEECON
and
SpeechDat-Car
databases
In: Proc. Interspeech
1227-1230
Brighton, UK:
Abstract:
Notes:
2008
Jort F Gemmeke
,
B Cranen
(2008)
Noise
robust
digit
recognition
using
sparse
representations
In: Proc. ISCA Tutorial and Research Workshop on Speech Analysis and Processing for Knowledge Discovery
Abstract:
Notes:
Jort F Gemmeke
(2008)
Classification
on
incomplete
data
:
imputation
is
optional
In: Proceedings Benelearn
71-72
Spa, Belgium:
Abstract:
Notes:
Jort F Gemmeke
,
B Cranen
(2008)
Noise
reduction
through
compressed
sensing
In: Proc. Interspeech
1785-1788
Brisbane, Australia:
Abstract:
Notes:
Jort F Gemmeke
,
Bert Cranen
,
Louis ten Bosch
(2008)
On
the
relation
between
statistical
properties
of
spectrographic
masks
and
recognition
accuracy
In: proceedings of IASTED SPPRA
200-207
Innsbruck, Austria:
Abstract:
Notes:
Jort F Gemmeke
,
B Cranen
(2008)
Using
sparse
representations
for
missing
data
imputation
in
noise
robust
speech
recognition
In: Proc. EUSIPCO
Lausanne, Switzerland:
Abstract:
Notes:
Other
2009
Jort F Gemmeke
,
B Cranen
(2009)
TR02
:
State
dependent
oracle
masks
for
improved
dynamical
features
http://arxiv.org/abs/0903.3198
Abstract:
Notes:
Jort F Gemmeke
,
B Cranen
(2009)
TR01
:
Time-continuous
Sparse
Imputation
http://arxiv.org/abs/0901.2416
Abstract:
Notes:
PhD theses
2011
Jort F Gemmeke
(2011)
Noise
robust
ASR
:
Missing
data
techniques
and
beyond
Radboud Universiteit Nijmegen, The Netherlands
Abstract:
Notes:
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