---
_id: '11760'
abstract:
- lang: eng
text: Acoustic event detection, i.e., the task of assigning a human interpretable
label to a segment of audio, has only recently attracted increased interest in
the research community. Driven by the DCASE challenges and the availability of
large-scale audio datasets, the state-of-the-art has progressed rapidly with deep-learning-based
classi- fiers dominating the field. Because several potential use cases favor
a realization on distributed sensor nodes, e.g. ambient assisted living applications,
habitat monitoring or surveillance, we are concerned with two issues here. Firstly
the classification performance of such systems and secondly the computing resources
required to achieve a certain performance considering node level feature extraction.
In this contribution we look at the balance between the two criteria by employing
traditional techniques and different deep learning architectures, including convolutional
and recurrent models in the context of real life everyday audio recordings in
realistic, however challenging, multisource conditions.
author:
- first_name: Janek
full_name: Ebbers, Janek
id: '34851'
last_name: Ebbers
- first_name: Alexandru
full_name: Nelus, Alexandru
last_name: Nelus
- first_name: Rainer
full_name: Martin, Rainer
last_name: Martin
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Ebbers J, Nelus A, Martin R, Haeb-Umbach R. Evaluation of Modulation-MFCC
Features and DNN Classification for Acoustic Event Detection. In: DAGA 2018,
München. ; 2018.'
apa: Ebbers, J., Nelus, A., Martin, R., & Haeb-Umbach, R. (2018). Evaluation
of Modulation-MFCC Features and DNN Classification for Acoustic Event Detection.
In DAGA 2018, München.
bibtex: '@inproceedings{Ebbers_Nelus_Martin_Haeb-Umbach_2018, title={Evaluation
of Modulation-MFCC Features and DNN Classification for Acoustic Event Detection},
booktitle={DAGA 2018, München}, author={Ebbers, Janek and Nelus, Alexandru and
Martin, Rainer and Haeb-Umbach, Reinhold}, year={2018} }'
chicago: Ebbers, Janek, Alexandru Nelus, Rainer Martin, and Reinhold Haeb-Umbach.
“Evaluation of Modulation-MFCC Features and DNN Classification for Acoustic Event
Detection.” In DAGA 2018, München, 2018.
ieee: J. Ebbers, A. Nelus, R. Martin, and R. Haeb-Umbach, “Evaluation of Modulation-MFCC
Features and DNN Classification for Acoustic Event Detection,” in DAGA 2018,
München, 2018.
mla: Ebbers, Janek, et al. “Evaluation of Modulation-MFCC Features and DNN Classification
for Acoustic Event Detection.” DAGA 2018, München, 2018.
short: 'J. Ebbers, A. Nelus, R. Martin, R. Haeb-Umbach, in: DAGA 2018, München,
2018.'
date_created: 2019-07-12T05:27:43Z
date_updated: 2022-01-06T06:51:08Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2018/Daga_2018_Ebbers_Paper.pdf
oa: '1'
publication: DAGA 2018, München
status: public
title: Evaluation of Modulation-MFCC Features and DNN Classification for Acoustic
Event Detection
type: conference
user_id: '44006'
year: '2018'
...
---
_id: '11835'
abstract:
- lang: eng
text: Signal dereverberation using the weighted prediction error (WPE) method has
been proven to be an effective means to raise the accuracy of far-field speech
recognition. But in its original formulation, WPE requires multiple iterations
over a sufficiently long utterance, rendering it unsuitable for online low-latency
applications. Recently, two methods have been proposed to overcome this limitation.
One utilizes a neural network to estimate the power spectral density (PSD) of
the target signal and works in a block-online fashion. The other method relies
on a rather simple PSD estimation which smoothes the observed PSD and utilizes
a recursive formulation which enables it to work on a frame-by-frame basis. In
this paper, we integrate a deep neural network (DNN) based estimator into the
recursive frame-online formulation. We evaluate the performance of the recursive
system with different PSD estimators in comparison to the block-online and offline
variant on two distinct corpora. The REVERB challenge data, where the signal is
mainly deteriorated by reverberation, and a database which combines WSJ and VoiceHome
to also consider (directed) noise sources. The results show that although smoothing
works surprisingly well, the more sophisticated DNN based estimator shows promising
improvements and shortens the performance gap between online and offline processing.
author:
- first_name: Jahn
full_name: Heymann, Jahn
id: '9168'
last_name: Heymann
- first_name: Lukas
full_name: Drude, Lukas
id: '11213'
last_name: Drude
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
- first_name: Keisuke
full_name: Kinoshita, Keisuke
last_name: Kinoshita
- first_name: Tomohiro
full_name: Nakatani, Tomohiro
last_name: Nakatani
citation:
ama: 'Heymann J, Drude L, Haeb-Umbach R, Kinoshita K, Nakatani T. Frame-Online DNN-WPE
Dereverberation. In: IWAENC 2018, Tokio, Japan. ; 2018.'
apa: Heymann, J., Drude, L., Haeb-Umbach, R., Kinoshita, K., & Nakatani, T.
(2018). Frame-Online DNN-WPE Dereverberation. In IWAENC 2018, Tokio, Japan.
bibtex: '@inproceedings{Heymann_Drude_Haeb-Umbach_Kinoshita_Nakatani_2018, title={Frame-Online
DNN-WPE Dereverberation}, booktitle={IWAENC 2018, Tokio, Japan}, author={Heymann,
Jahn and Drude, Lukas and Haeb-Umbach, Reinhold and Kinoshita, Keisuke and Nakatani,
Tomohiro}, year={2018} }'
chicago: Heymann, Jahn, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, and
Tomohiro Nakatani. “Frame-Online DNN-WPE Dereverberation.” In IWAENC 2018,
Tokio, Japan, 2018.
ieee: J. Heymann, L. Drude, R. Haeb-Umbach, K. Kinoshita, and T. Nakatani, “Frame-Online
DNN-WPE Dereverberation,” in IWAENC 2018, Tokio, Japan, 2018.
mla: Heymann, Jahn, et al. “Frame-Online DNN-WPE Dereverberation.” IWAENC 2018,
Tokio, Japan, 2018.
short: 'J. Heymann, L. Drude, R. Haeb-Umbach, K. Kinoshita, T. Nakatani, in: IWAENC
2018, Tokio, Japan, 2018.'
date_created: 2019-07-12T05:29:10Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2018/IWAENC_2018_Heymann_Paper.pdf
oa: '1'
publication: IWAENC 2018, Tokio, Japan
related_material:
link:
- description: Poster
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2018/IWAENC_2018_Heymann_Poster.pdf
status: public
title: Frame-Online DNN-WPE Dereverberation
type: conference
user_id: '44006'
year: '2018'
...
---
_id: '11837'
abstract:
- lang: eng
text: We present a block-online multi-channel front end for automatic speech recognition
in noisy and reverberated environments. It is an online version of our earlier
proposed neural network supported acoustic beamformer, whose coefficients are
calculated from noise and speech spatial covariance matrices which are estimated
utilizing a neural mask estimator. However, the sparsity of speech in the STFT
domain causes problems for the initial beamformer coefficients estimation in some
frequency bins due to lack of speech observations. We propose two methods to mitigate
this issue. The first is to lower the frequency resolution of the STFT, which
comes with the additional advantage of a reduced time window, thus lowering the
latency introduced by block processing. The second approach is to smooth beamforming
coefficients along the frequency axis, thus exploiting their high interfrequency
correlation. With both approaches the gap between offline and block-online beamformer
performance, as measured by the word error rate achieved by a downstream speech
recognizer, is significantly reduced. Experiments are carried out on two copora,
representing noisy (CHiME-4) and noisy reverberant (voiceHome) environments.
author:
- first_name: Jens
full_name: Heitkaemper, Jens
id: '27643'
last_name: Heitkaemper
- first_name: Jahn
full_name: Heymann, Jahn
id: '9168'
last_name: Heymann
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Heitkaemper J, Heymann J, Haeb-Umbach R. Smoothing along Frequency in Online
Neural Network Supported Acoustic Beamforming. In: ITG 2018, Oldenburg, Germany.
; 2018.'
apa: Heitkaemper, J., Heymann, J., & Haeb-Umbach, R. (2018). Smoothing along
Frequency in Online Neural Network Supported Acoustic Beamforming. In ITG 2018,
Oldenburg, Germany.
bibtex: '@inproceedings{Heitkaemper_Heymann_Haeb-Umbach_2018, title={Smoothing along
Frequency in Online Neural Network Supported Acoustic Beamforming}, booktitle={ITG
2018, Oldenburg, Germany}, author={Heitkaemper, Jens and Heymann, Jahn and Haeb-Umbach,
Reinhold}, year={2018} }'
chicago: Heitkaemper, Jens, Jahn Heymann, and Reinhold Haeb-Umbach. “Smoothing along
Frequency in Online Neural Network Supported Acoustic Beamforming.” In ITG
2018, Oldenburg, Germany, 2018.
ieee: J. Heitkaemper, J. Heymann, and R. Haeb-Umbach, “Smoothing along Frequency
in Online Neural Network Supported Acoustic Beamforming,” in ITG 2018, Oldenburg,
Germany, 2018.
mla: Heitkaemper, Jens, et al. “Smoothing along Frequency in Online Neural Network
Supported Acoustic Beamforming.” ITG 2018, Oldenburg, Germany, 2018.
short: 'J. Heitkaemper, J. Heymann, R. Haeb-Umbach, in: ITG 2018, Oldenburg, Germany,
2018.'
date_created: 2019-07-12T05:29:13Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2018/ITG_2018_Heitkaemper_Paper.pdf
oa: '1'
publication: ITG 2018, Oldenburg, Germany
related_material:
link:
- description: Slides
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2018/ITG_2018_Heitkaemper_Slides.pdf
status: public
title: Smoothing along Frequency in Online Neural Network Supported Acoustic Beamforming
type: conference
user_id: '44006'
year: '2018'
...
---
_id: '1186'
author:
- first_name: Arne
full_name: Kemper, Arne
last_name: Kemper
citation:
ama: Kemper A. Pure Nash Equilibria in Robust Congestion Games via Potential
Functions. Universität Paderborn; 2018.
apa: Kemper, A. (2018). Pure Nash Equilibria in Robust Congestion Games via Potential
Functions. Universität Paderborn.
bibtex: '@book{Kemper_2018, title={Pure Nash Equilibria in Robust Congestion Games
via Potential Functions}, publisher={Universität Paderborn}, author={Kemper, Arne},
year={2018} }'
chicago: Kemper, Arne. Pure Nash Equilibria in Robust Congestion Games via Potential
Functions. Universität Paderborn, 2018.
ieee: A. Kemper, Pure Nash Equilibria in Robust Congestion Games via Potential
Functions. Universität Paderborn, 2018.
mla: Kemper, Arne. Pure Nash Equilibria in Robust Congestion Games via Potential
Functions. Universität Paderborn, 2018.
short: A. Kemper, Pure Nash Equilibria in Robust Congestion Games via Potential
Functions, Universität Paderborn, 2018.
date_created: 2018-03-02T13:47:57Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '63'
- _id: '541'
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '7'
name: SFB 901 - Subproject A3
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
full_name: Skopalik, Alexander
id: '40384'
last_name: Skopalik
title: Pure Nash Equilibria in Robust Congestion Games via Potential Functions
type: mastersthesis
user_id: '14052'
year: '2018'
...
---
_id: '1187'
author:
- first_name: Marcel
full_name: Nachtigall, Marcel
last_name: Nachtigall
citation:
ama: Nachtigall M. Scenario-Driven Strategy Analysis in a n-Player Composition
Game Model. Universität Paderborn; 2018.
apa: Nachtigall, M. (2018). Scenario-driven Strategy Analysis in a n-player Composition
Game Model. Universität Paderborn.
bibtex: '@book{Nachtigall_2018, title={Scenario-driven Strategy Analysis in a n-player
Composition Game Model}, publisher={Universität Paderborn}, author={Nachtigall,
Marcel}, year={2018} }'
chicago: Nachtigall, Marcel. Scenario-Driven Strategy Analysis in a n-Player
Composition Game Model. Universität Paderborn, 2018.
ieee: M. Nachtigall, Scenario-driven Strategy Analysis in a n-player Composition
Game Model. Universität Paderborn, 2018.
mla: Nachtigall, Marcel. Scenario-Driven Strategy Analysis in a n-Player Composition
Game Model. Universität Paderborn, 2018.
short: M. Nachtigall, Scenario-Driven Strategy Analysis in a n-Player Composition
Game Model, Universität Paderborn, 2018.
date_created: 2018-03-02T13:49:39Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '63'
- _id: '541'
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '7'
name: SFB 901 - Subproject A3
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
full_name: Skopalik, Alexander
id: '40384'
last_name: Skopalik
title: Scenario-driven Strategy Analysis in a n-player Composition Game Model
type: bachelorsthesis
user_id: '14052'
year: '2018'
...
---
_id: '11872'
abstract:
- lang: eng
text: 'The weighted prediction error (WPE) algorithm has proven to be a very successful
dereverberation method for the REVERB challenge. Likewise, neural network based
mask estimation for beamforming demonstrated very good noise suppression in the
CHiME 3 and CHiME 4 challenges. Recently, it has been shown that this estimator
can also be trained to perform dereverberation and denoising jointly. However,
up to now a comparison of a neural beamformer and WPE is still missing, so is
an investigation into a combination of the two. Therefore, we here provide an
extensive evaluation of both and consequently propose variants to integrate deep
neural network based beamforming with WPE. For these integrated variants we identify
a consistent word error rate (WER) reduction on two distinct databases. In particular,
our study shows that deep learning based beamforming benefits from a model-based
dereverberation technique (i.e. WPE) and vice versa. Our key findings are: (a)
Neural beamforming yields the lower WERs in comparison to WPE the more channels
and noise are present. (b) Integration of WPE and a neural beamformer consistently
outperforms all stand-alone systems.'
author:
- first_name: Lukas
full_name: Drude, Lukas
id: '11213'
last_name: Drude
- first_name: Christoph
full_name: Boeddeker, Christoph
id: '40767'
last_name: Boeddeker
- first_name: Jahn
full_name: Heymann, Jahn
id: '9168'
last_name: Heymann
- first_name: Keisuke
full_name: Kinoshita, Keisuke
last_name: Kinoshita
- first_name: Marc
full_name: Delcroix, Marc
last_name: Delcroix
- first_name: Tomohiro
full_name: Nakatani, Tomohiro
last_name: Nakatani
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Drude L, Boeddeker C, Heymann J, et al. Integration neural network based beamforming
and weighted prediction error dereverberation. In: INTERSPEECH 2018, Hyderabad,
India. ; 2018.'
apa: Drude, L., Boeddeker, C., Heymann, J., Kinoshita, K., Delcroix, M., Nakatani,
T., & Haeb-Umbach, R. (2018). Integration neural network based beamforming
and weighted prediction error dereverberation. In INTERSPEECH 2018, Hyderabad,
India.
bibtex: '@inproceedings{Drude_Boeddeker_Heymann_Kinoshita_Delcroix_Nakatani_Haeb-Umbach_2018,
title={Integration neural network based beamforming and weighted prediction error
dereverberation}, booktitle={INTERSPEECH 2018, Hyderabad, India}, author={Drude,
Lukas and Boeddeker, Christoph and Heymann, Jahn and Kinoshita, Keisuke and Delcroix,
Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2018} }'
chicago: Drude, Lukas, Christoph Boeddeker, Jahn Heymann, Keisuke Kinoshita, Marc
Delcroix, Tomohiro Nakatani, and Reinhold Haeb-Umbach. “Integration Neural Network
Based Beamforming and Weighted Prediction Error Dereverberation.” In INTERSPEECH
2018, Hyderabad, India, 2018.
ieee: L. Drude et al., “Integration neural network based beamforming and
weighted prediction error dereverberation,” in INTERSPEECH 2018, Hyderabad,
India, 2018.
mla: Drude, Lukas, et al. “Integration Neural Network Based Beamforming and Weighted
Prediction Error Dereverberation.” INTERSPEECH 2018, Hyderabad, India,
2018.
short: 'L. Drude, C. Boeddeker, J. Heymann, K. Kinoshita, M. Delcroix, T. Nakatani,
R. Haeb-Umbach, in: INTERSPEECH 2018, Hyderabad, India, 2018.'
date_created: 2019-07-12T05:29:53Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2018/INTERSPEECH_2018_Drude_Paper.pdf
oa: '1'
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: INTERSPEECH 2018, Hyderabad, India
related_material:
link:
- description: Slides
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2018/INTERSPEECH_2018_Drude_Slides.pdf
status: public
title: Integration neural network based beamforming and weighted prediction error
dereverberation
type: conference
user_id: '40767'
year: '2018'
...
---
_id: '11873'
abstract:
- lang: eng
text: NARA-WPE is a Python software package providing implementations of the weighted
prediction error (WPE) dereverberation algorithm. WPE has been shown to be a highly
effective tool for speech dereverberation, thus improving the perceptual quality
of the signal and improving the recognition performance of downstream automatic
speech recognition (ASR). It is suitable both for single-channel and multi-channel
applications. The package consist of (1) a Numpy implementation which can easily
be integrated into a custom Python toolchain, and (2) a TensorFlow implementation
which allows integration into larger computational graphs and enables backpropagation
through WPE to train more advanced front-ends. This package comprises of an iterative
offline (batch) version, a block-online version, and a frame-online version which
can be used in moderately low latency applications, e.g. digital speech assistants.
author:
- first_name: Lukas
full_name: Drude, Lukas
id: '11213'
last_name: Drude
- first_name: Jahn
full_name: Heymann, Jahn
id: '9168'
last_name: Heymann
- first_name: Christoph
full_name: Boeddeker, Christoph
id: '40767'
last_name: Boeddeker
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Drude L, Heymann J, Boeddeker C, Haeb-Umbach R. NARA-WPE: A Python package
for weighted prediction error dereverberation in Numpy and Tensorflow for online
and offline processing. In: ITG 2018, Oldenburg, Germany. ; 2018.'
apa: 'Drude, L., Heymann, J., Boeddeker, C., & Haeb-Umbach, R. (2018). NARA-WPE:
A Python package for weighted prediction error dereverberation in Numpy and Tensorflow
for online and offline processing. In ITG 2018, Oldenburg, Germany.'
bibtex: '@inproceedings{Drude_Heymann_Boeddeker_Haeb-Umbach_2018, title={NARA-WPE:
A Python package for weighted prediction error dereverberation in Numpy and Tensorflow
for online and offline processing}, booktitle={ITG 2018, Oldenburg, Germany},
author={Drude, Lukas and Heymann, Jahn and Boeddeker, Christoph and Haeb-Umbach,
Reinhold}, year={2018} }'
chicago: 'Drude, Lukas, Jahn Heymann, Christoph Boeddeker, and Reinhold Haeb-Umbach.
“NARA-WPE: A Python Package for Weighted Prediction Error Dereverberation in Numpy
and Tensorflow for Online and Offline Processing.” In ITG 2018, Oldenburg,
Germany, 2018.'
ieee: 'L. Drude, J. Heymann, C. Boeddeker, and R. Haeb-Umbach, “NARA-WPE: A Python
package for weighted prediction error dereverberation in Numpy and Tensorflow
for online and offline processing,” in ITG 2018, Oldenburg, Germany, 2018.'
mla: 'Drude, Lukas, et al. “NARA-WPE: A Python Package for Weighted Prediction Error
Dereverberation in Numpy and Tensorflow for Online and Offline Processing.” ITG
2018, Oldenburg, Germany, 2018.'
short: 'L. Drude, J. Heymann, C. Boeddeker, R. Haeb-Umbach, in: ITG 2018, Oldenburg,
Germany, 2018.'
date_created: 2019-07-12T05:29:54Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2018/ITG_2018_Drude_Paper.pdf
oa: '1'
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: ITG 2018, Oldenburg, Germany
related_material:
link:
- description: Poster
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2018/ITG_2018_Drude_Poster.pdf
status: public
title: 'NARA-WPE: A Python package for weighted prediction error dereverberation in
Numpy and Tensorflow for online and offline processing'
type: conference
user_id: '40767'
year: '2018'
...
---
_id: '1188'
author:
- first_name: Jérôme
full_name: Kempf, Jérôme
last_name: Kempf
citation:
ama: Kempf J. Learning Deterministic Bandit Behaviour Form Compositions.
Universität Paderborn; 2018.
apa: Kempf, J. (2018). Learning deterministic bandit behaviour form compositions.
Universität Paderborn.
bibtex: '@book{Kempf_2018, title={Learning deterministic bandit behaviour form compositions},
publisher={Universität Paderborn}, author={Kempf, Jérôme}, year={2018} }'
chicago: Kempf, Jérôme. Learning Deterministic Bandit Behaviour Form Compositions.
Universität Paderborn, 2018.
ieee: J. Kempf, Learning deterministic bandit behaviour form compositions.
Universität Paderborn, 2018.
mla: Kempf, Jérôme. Learning Deterministic Bandit Behaviour Form Compositions.
Universität Paderborn, 2018.
short: J. Kempf, Learning Deterministic Bandit Behaviour Form Compositions, Universität
Paderborn, 2018.
date_created: 2018-03-02T13:51:14Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '63'
- _id: '541'
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '7'
name: SFB 901 - Subproject A3
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
full_name: Skopalik, Alexander
id: '40384'
last_name: Skopalik
title: Learning deterministic bandit behaviour form compositions
type: bachelorsthesis
user_id: '14052'
year: '2018'
...
---
_id: '11916'
abstract:
- lang: eng
text: We present an experimental comparison of seven state-of-the-art machine learning
algorithms for the task of semantic analysis of spoken input, with a special emphasis
on applications for dysarthric speech. Dysarthria is a motor speech disorder,
which is characterized by poor articulation of phonemes. In order to cater for
these noncanonical phoneme realizations, we employed an unsupervised learning
approach to estimate the acoustic models for speech recognition, which does not
require a literal transcription of the training data. Even for the subsequent
task of semantic analysis, only weak supervision is employed, whereby the training
utterance is accompanied by a semantic label only, rather than a literal transcription.
Results on two databases, one of them containing dysarthric speech, are presented
showing that Markov logic networks and conditional random fields substantially
outperform other machine learning approaches. Markov logic networks have proved
to be especially robust to recognition errors, which are caused by imprecise articulation
in dysarthric speech.
author:
- first_name: Vladimir
full_name: Despotovic, Vladimir
last_name: Despotovic
- first_name: Oliver
full_name: Walter, Oliver
last_name: Walter
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Despotovic V, Walter O, Haeb-Umbach R. Machine learning techniques for semantic
analysis of dysarthric speech: An experimental study. Speech Communication
99 (2018) 242-251 (Elsevier BV). 2018.'
apa: 'Despotovic, V., Walter, O., & Haeb-Umbach, R. (2018). Machine learning
techniques for semantic analysis of dysarthric speech: An experimental study.
Speech Communication 99 (2018) 242-251 (Elsevier B.V.).'
bibtex: '@article{Despotovic_Walter_Haeb-Umbach_2018, title={Machine learning techniques
for semantic analysis of dysarthric speech: An experimental study}, journal={Speech
Communication 99 (2018) 242-251 (Elsevier B.V.)}, author={Despotovic, Vladimir
and Walter, Oliver and Haeb-Umbach, Reinhold}, year={2018} }'
chicago: 'Despotovic, Vladimir, Oliver Walter, and Reinhold Haeb-Umbach. “Machine
Learning Techniques for Semantic Analysis of Dysarthric Speech: An Experimental
Study.” Speech Communication 99 (2018) 242-251 (Elsevier B.V.), 2018.'
ieee: 'V. Despotovic, O. Walter, and R. Haeb-Umbach, “Machine learning techniques
for semantic analysis of dysarthric speech: An experimental study,” Speech
Communication 99 (2018) 242-251 (Elsevier B.V.), 2018.'
mla: 'Despotovic, Vladimir, et al. “Machine Learning Techniques for Semantic Analysis
of Dysarthric Speech: An Experimental Study.” Speech Communication 99 (2018)
242-251 (Elsevier B.V.), 2018.'
short: V. Despotovic, O. Walter, R. Haeb-Umbach, Speech Communication 99 (2018)
242-251 (Elsevier B.V.) (2018).
date_created: 2019-07-12T05:30:44Z
date_updated: 2022-01-06T06:51:12Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2018/SpeechCommunication_2018_Walter_Paper.pdf
oa: '1'
publication: Speech Communication 99 (2018) 242-251 (Elsevier B.V.)
status: public
title: 'Machine learning techniques for semantic analysis of dysarthric speech: An
experimental study'
type: journal_article
user_id: '44006'
year: '2018'
...
---
_id: '11983'
author:
- first_name: Bastian
full_name: Bloessl, Bastian
last_name: Bloessl
- first_name: Florian
full_name: Klingler, Florian
last_name: Klingler
- first_name: Fabian
full_name: Missbrenner, Fabian
last_name: Missbrenner
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
citation:
ama: 'Bloessl B, Klingler F, Missbrenner F, Sommer C. A systematic study on the
impact of noise and OFDM interference on IEEE 802.11p. In: 2017 IEEE Vehicular
Networking Conference (VNC). ; 2018. doi:10.1109/vnc.2017.8275633'
apa: Bloessl, B., Klingler, F., Missbrenner, F., & Sommer, C. (2018). A systematic
study on the impact of noise and OFDM interference on IEEE 802.11p. In 2017
IEEE Vehicular Networking Conference (VNC). https://doi.org/10.1109/vnc.2017.8275633
bibtex: '@inproceedings{Bloessl_Klingler_Missbrenner_Sommer_2018, title={A systematic
study on the impact of noise and OFDM interference on IEEE 802.11p}, DOI={10.1109/vnc.2017.8275633},
booktitle={2017 IEEE Vehicular Networking Conference (VNC)}, author={Bloessl,
Bastian and Klingler, Florian and Missbrenner, Fabian and Sommer, Christoph},
year={2018} }'
chicago: Bloessl, Bastian, Florian Klingler, Fabian Missbrenner, and Christoph Sommer.
“A Systematic Study on the Impact of Noise and OFDM Interference on IEEE 802.11p.”
In 2017 IEEE Vehicular Networking Conference (VNC), 2018. https://doi.org/10.1109/vnc.2017.8275633.
ieee: B. Bloessl, F. Klingler, F. Missbrenner, and C. Sommer, “A systematic study
on the impact of noise and OFDM interference on IEEE 802.11p,” in 2017 IEEE
Vehicular Networking Conference (VNC), 2018.
mla: Bloessl, Bastian, et al. “A Systematic Study on the Impact of Noise and OFDM
Interference on IEEE 802.11p.” 2017 IEEE Vehicular Networking Conference (VNC),
2018, doi:10.1109/vnc.2017.8275633.
short: 'B. Bloessl, F. Klingler, F. Missbrenner, C. Sommer, in: 2017 IEEE Vehicular
Networking Conference (VNC), 2018.'
date_created: 2019-07-18T09:51:44Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/vnc.2017.8275633
language:
- iso: eng
publication: 2017 IEEE Vehicular Networking Conference (VNC)
publication_identifier:
isbn:
- '9781538609866'
publication_status: published
status: public
title: A systematic study on the impact of noise and OFDM interference on IEEE 802.11p
type: conference
user_id: '49154'
year: '2018'
...
---
_id: '11986'
author:
- first_name: Dominik S.
full_name: Buse, Dominik S.
last_name: Buse
- first_name: Max
full_name: Schettler, Max
last_name: Schettler
- first_name: Nils
full_name: Kothe, Nils
last_name: Kothe
- first_name: Peter
full_name: Reinold, Peter
last_name: Reinold
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
citation:
ama: 'Buse DS, Schettler M, Kothe N, Reinold P, Sommer C, Dressler F. Bridging worlds:
Integrating hardware-in-the-loop testing with large-scale VANET simulation. In:
2018 14th Annual Conference on Wireless On-Demand Network Systems and Services
(WONS). ; 2018. doi:10.23919/wons.2018.8311659'
apa: 'Buse, D. S., Schettler, M., Kothe, N., Reinold, P., Sommer, C., & Dressler,
F. (2018). Bridging worlds: Integrating hardware-in-the-loop testing with large-scale
VANET simulation. In 2018 14th Annual Conference on Wireless On-demand Network
Systems and Services (WONS). https://doi.org/10.23919/wons.2018.8311659'
bibtex: '@inproceedings{Buse_Schettler_Kothe_Reinold_Sommer_Dressler_2018, title={Bridging
worlds: Integrating hardware-in-the-loop testing with large-scale VANET simulation},
DOI={10.23919/wons.2018.8311659},
booktitle={2018 14th Annual Conference on Wireless On-demand Network Systems and
Services (WONS)}, author={Buse, Dominik S. and Schettler, Max and Kothe, Nils
and Reinold, Peter and Sommer, Christoph and Dressler, Falko}, year={2018} }'
chicago: 'Buse, Dominik S., Max Schettler, Nils Kothe, Peter Reinold, Christoph
Sommer, and Falko Dressler. “Bridging Worlds: Integrating Hardware-in-the-Loop
Testing with Large-Scale VANET Simulation.” In 2018 14th Annual Conference
on Wireless On-Demand Network Systems and Services (WONS), 2018. https://doi.org/10.23919/wons.2018.8311659.'
ieee: 'D. S. Buse, M. Schettler, N. Kothe, P. Reinold, C. Sommer, and F. Dressler,
“Bridging worlds: Integrating hardware-in-the-loop testing with large-scale VANET
simulation,” in 2018 14th Annual Conference on Wireless On-demand Network Systems
and Services (WONS), 2018.'
mla: 'Buse, Dominik S., et al. “Bridging Worlds: Integrating Hardware-in-the-Loop
Testing with Large-Scale VANET Simulation.” 2018 14th Annual Conference on
Wireless On-Demand Network Systems and Services (WONS), 2018, doi:10.23919/wons.2018.8311659.'
short: 'D.S. Buse, M. Schettler, N. Kothe, P. Reinold, C. Sommer, F. Dressler, in:
2018 14th Annual Conference on Wireless On-Demand Network Systems and Services
(WONS), 2018.'
date_created: 2019-07-18T09:51:52Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.23919/wons.2018.8311659
language:
- iso: eng
publication: 2018 14th Annual Conference on Wireless On-demand Network Systems and
Services (WONS)
publication_identifier:
isbn:
- '9783903176010'
publication_status: published
status: public
title: 'Bridging worlds: Integrating hardware-in-the-loop testing with large-scale
VANET simulation'
type: conference
user_id: '49154'
year: '2018'
...
---
_id: '11987'
author:
- first_name: Dominik S.
full_name: Buse, Dominik S.
last_name: Buse
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
citation:
ama: 'Buse DS, Sommer C, Dressler F. Demo abstract: Integrating a driving simulator
with city-scale VANET simulation for the development of next generation ADAS systems.
In: IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops
(INFOCOM WKSHPS). ; 2018. doi:10.1109/infcomw.2018.8406997'
apa: 'Buse, D. S., Sommer, C., & Dressler, F. (2018). Demo abstract: Integrating
a driving simulator with city-scale VANET simulation for the development of next
generation ADAS systems. In IEEE INFOCOM 2018 - IEEE Conference on Computer
Communications Workshops (INFOCOM WKSHPS). https://doi.org/10.1109/infcomw.2018.8406997'
bibtex: '@inproceedings{Buse_Sommer_Dressler_2018, title={Demo abstract: Integrating
a driving simulator with city-scale VANET simulation for the development of next
generation ADAS systems}, DOI={10.1109/infcomw.2018.8406997},
booktitle={IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops
(INFOCOM WKSHPS)}, author={Buse, Dominik S. and Sommer, Christoph and Dressler,
Falko}, year={2018} }'
chicago: 'Buse, Dominik S., Christoph Sommer, and Falko Dressler. “Demo Abstract:
Integrating a Driving Simulator with City-Scale VANET Simulation for the Development
of next Generation ADAS Systems.” In IEEE INFOCOM 2018 - IEEE Conference on
Computer Communications Workshops (INFOCOM WKSHPS), 2018. https://doi.org/10.1109/infcomw.2018.8406997.'
ieee: 'D. S. Buse, C. Sommer, and F. Dressler, “Demo abstract: Integrating a driving
simulator with city-scale VANET simulation for the development of next generation
ADAS systems,” in IEEE INFOCOM 2018 - IEEE Conference on Computer Communications
Workshops (INFOCOM WKSHPS), 2018.'
mla: 'Buse, Dominik S., et al. “Demo Abstract: Integrating a Driving Simulator with
City-Scale VANET Simulation for the Development of next Generation ADAS Systems.”
IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM
WKSHPS), 2018, doi:10.1109/infcomw.2018.8406997.'
short: 'D.S. Buse, C. Sommer, F. Dressler, in: IEEE INFOCOM 2018 - IEEE Conference
on Computer Communications Workshops (INFOCOM WKSHPS), 2018.'
date_created: 2019-07-18T09:51:54Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/infcomw.2018.8406997
language:
- iso: eng
publication: IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops
(INFOCOM WKSHPS)
publication_identifier:
isbn:
- '9781538659793'
publication_status: published
status: public
title: 'Demo abstract: Integrating a driving simulator with city-scale VANET simulation
for the development of next generation ADAS systems'
type: conference
user_id: '49154'
year: '2018'
...
---
_id: '11990'
author:
- first_name: Soufiene
full_name: Djahel, Soufiene
last_name: Djahel
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
- first_name: Annapaola
full_name: Marconi, Annapaola
last_name: Marconi
citation:
ama: 'Djahel S, Sommer C, Marconi A. Guest Editorial: Introduction to the Special
Issue on Advances in Smart and Green Transportation for Smart Cities. IEEE
Transactions on Intelligent Transportation Systems. 2018:2152-2155. doi:10.1109/tits.2018.2848018'
apa: 'Djahel, S., Sommer, C., & Marconi, A. (2018). Guest Editorial: Introduction
to the Special Issue on Advances in Smart and Green Transportation for Smart Cities.
IEEE Transactions on Intelligent Transportation Systems, 2152–2155. https://doi.org/10.1109/tits.2018.2848018'
bibtex: '@article{Djahel_Sommer_Marconi_2018, title={Guest Editorial: Introduction
to the Special Issue on Advances in Smart and Green Transportation for Smart Cities},
DOI={10.1109/tits.2018.2848018},
journal={IEEE Transactions on Intelligent Transportation Systems}, author={Djahel,
Soufiene and Sommer, Christoph and Marconi, Annapaola}, year={2018}, pages={2152–2155}
}'
chicago: 'Djahel, Soufiene, Christoph Sommer, and Annapaola Marconi. “Guest Editorial:
Introduction to the Special Issue on Advances in Smart and Green Transportation
for Smart Cities.” IEEE Transactions on Intelligent Transportation Systems,
2018, 2152–55. https://doi.org/10.1109/tits.2018.2848018.'
ieee: 'S. Djahel, C. Sommer, and A. Marconi, “Guest Editorial: Introduction to the
Special Issue on Advances in Smart and Green Transportation for Smart Cities,”
IEEE Transactions on Intelligent Transportation Systems, pp. 2152–2155,
2018.'
mla: 'Djahel, Soufiene, et al. “Guest Editorial: Introduction to the Special Issue
on Advances in Smart and Green Transportation for Smart Cities.” IEEE Transactions
on Intelligent Transportation Systems, 2018, pp. 2152–55, doi:10.1109/tits.2018.2848018.'
short: S. Djahel, C. Sommer, A. Marconi, IEEE Transactions on Intelligent Transportation
Systems (2018) 2152–2155.
date_created: 2019-07-18T09:52:02Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/tits.2018.2848018
language:
- iso: eng
page: 2152-2155
publication: IEEE Transactions on Intelligent Transportation Systems
publication_identifier:
issn:
- 1524-9050
- 1558-0016
publication_status: published
status: public
title: 'Guest Editorial: Introduction to the Special Issue on Advances in Smart and
Green Transportation for Smart Cities'
type: journal_article
user_id: '49154'
year: '2018'
...
---
_id: '12007'
author:
- first_name: David
full_name: Eckhoff, David
last_name: Eckhoff
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
citation:
ama: 'Eckhoff D, Sommer C. Readjusting the privacy goals in Vehicular Ad-Hoc Networks:
A safety-preserving solution using non-overlapping time-slotted pseudonym pools.
Computer Communications. 2018:118-128. doi:10.1016/j.comcom.2018.03.006'
apa: 'Eckhoff, D., & Sommer, C. (2018). Readjusting the privacy goals in Vehicular
Ad-Hoc Networks: A safety-preserving solution using non-overlapping time-slotted
pseudonym pools. Computer Communications, 118–128. https://doi.org/10.1016/j.comcom.2018.03.006'
bibtex: '@article{Eckhoff_Sommer_2018, title={Readjusting the privacy goals in Vehicular
Ad-Hoc Networks: A safety-preserving solution using non-overlapping time-slotted
pseudonym pools}, DOI={10.1016/j.comcom.2018.03.006},
journal={Computer Communications}, author={Eckhoff, David and Sommer, Christoph},
year={2018}, pages={118–128} }'
chicago: 'Eckhoff, David, and Christoph Sommer. “Readjusting the Privacy Goals in
Vehicular Ad-Hoc Networks: A Safety-Preserving Solution Using Non-Overlapping
Time-Slotted Pseudonym Pools.” Computer Communications, 2018, 118–28. https://doi.org/10.1016/j.comcom.2018.03.006.'
ieee: 'D. Eckhoff and C. Sommer, “Readjusting the privacy goals in Vehicular Ad-Hoc
Networks: A safety-preserving solution using non-overlapping time-slotted pseudonym
pools,” Computer Communications, pp. 118–128, 2018.'
mla: 'Eckhoff, David, and Christoph Sommer. “Readjusting the Privacy Goals in Vehicular
Ad-Hoc Networks: A Safety-Preserving Solution Using Non-Overlapping Time-Slotted
Pseudonym Pools.” Computer Communications, 2018, pp. 118–28, doi:10.1016/j.comcom.2018.03.006.'
short: D. Eckhoff, C. Sommer, Computer Communications (2018) 118–128.
date_created: 2019-07-18T09:52:55Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1016/j.comcom.2018.03.006
language:
- iso: eng
page: 118-128
publication: Computer Communications
publication_identifier:
issn:
- 0140-3664
publication_status: published
status: public
title: 'Readjusting the privacy goals in Vehicular Ad-Hoc Networks: A safety-preserving
solution using non-overlapping time-slotted pseudonym pools'
type: journal_article
user_id: '49154'
year: '2018'
...
---
_id: '12009'
author:
- first_name: Stefan
full_name: Gläser, Stefan
last_name: Gläser
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
- first_name: Guido
full_name: Gehlen, Guido
last_name: Gehlen
- first_name: Sabine
full_name: Sories, Sabine
last_name: Sories
citation:
ama: Gläser S, Sommer C, Gehlen G, Sories S. Cooperative vehicle applications with
cellular communication. ATZelektronik worldwide. 2018:14-17. doi:10.1007/bf03242188
apa: Gläser, S., Sommer, C., Gehlen, G., & Sories, S. (2018). Cooperative vehicle
applications with cellular communication. ATZelektronik Worldwide, 14–17.
https://doi.org/10.1007/bf03242188
bibtex: '@article{Gläser_Sommer_Gehlen_Sories_2018, title={Cooperative vehicle applications
with cellular communication}, DOI={10.1007/bf03242188},
journal={ATZelektronik worldwide}, author={Gläser, Stefan and Sommer, Christoph
and Gehlen, Guido and Sories, Sabine}, year={2018}, pages={14–17} }'
chicago: Gläser, Stefan, Christoph Sommer, Guido Gehlen, and Sabine Sories. “Cooperative
Vehicle Applications with Cellular Communication.” ATZelektronik Worldwide,
2018, 14–17. https://doi.org/10.1007/bf03242188.
ieee: S. Gläser, C. Sommer, G. Gehlen, and S. Sories, “Cooperative vehicle applications
with cellular communication,” ATZelektronik worldwide, pp. 14–17, 2018.
mla: Gläser, Stefan, et al. “Cooperative Vehicle Applications with Cellular Communication.”
ATZelektronik Worldwide, 2018, pp. 14–17, doi:10.1007/bf03242188.
short: S. Gläser, C. Sommer, G. Gehlen, S. Sories, ATZelektronik Worldwide (2018)
14–17.
date_created: 2019-07-18T09:53:00Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1007/bf03242188
language:
- iso: eng
page: 14-17
publication: ATZelektronik worldwide
publication_identifier:
issn:
- 2192-9092
publication_status: published
status: public
title: Cooperative vehicle applications with cellular communication
type: journal_article
user_id: '49154'
year: '2018'
...
---
_id: '12017'
author:
- first_name: Florian
full_name: Hagenauer, Florian
last_name: Hagenauer
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
- first_name: Takamasa
full_name: Higuchi, Takamasa
last_name: Higuchi
- first_name: Onur
full_name: Altintas, Onur
last_name: Altintas
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
citation:
ama: 'Hagenauer F, Sommer C, Higuchi T, Altintas O, Dressler F. Vehicular micro
cloud in action: On gateway selection and gateway handovers. Ad Hoc Networks.
2018:73-83. doi:10.1016/j.adhoc.2018.05.014'
apa: 'Hagenauer, F., Sommer, C., Higuchi, T., Altintas, O., & Dressler, F. (2018).
Vehicular micro cloud in action: On gateway selection and gateway handovers. Ad
Hoc Networks, 73–83. https://doi.org/10.1016/j.adhoc.2018.05.014'
bibtex: '@article{Hagenauer_Sommer_Higuchi_Altintas_Dressler_2018, title={Vehicular
micro cloud in action: On gateway selection and gateway handovers}, DOI={10.1016/j.adhoc.2018.05.014},
journal={Ad Hoc Networks}, author={Hagenauer, Florian and Sommer, Christoph and
Higuchi, Takamasa and Altintas, Onur and Dressler, Falko}, year={2018}, pages={73–83}
}'
chicago: 'Hagenauer, Florian, Christoph Sommer, Takamasa Higuchi, Onur Altintas,
and Falko Dressler. “Vehicular Micro Cloud in Action: On Gateway Selection and
Gateway Handovers.” Ad Hoc Networks, 2018, 73–83. https://doi.org/10.1016/j.adhoc.2018.05.014.'
ieee: 'F. Hagenauer, C. Sommer, T. Higuchi, O. Altintas, and F. Dressler, “Vehicular
micro cloud in action: On gateway selection and gateway handovers,” Ad Hoc
Networks, pp. 73–83, 2018.'
mla: 'Hagenauer, Florian, et al. “Vehicular Micro Cloud in Action: On Gateway Selection
and Gateway Handovers.” Ad Hoc Networks, 2018, pp. 73–83, doi:10.1016/j.adhoc.2018.05.014.'
short: F. Hagenauer, C. Sommer, T. Higuchi, O. Altintas, F. Dressler, Ad Hoc Networks
(2018) 73–83.
date_created: 2019-07-18T09:53:29Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1016/j.adhoc.2018.05.014
language:
- iso: eng
page: 73-83
publication: Ad Hoc Networks
publication_identifier:
issn:
- 1570-8705
publication_status: published
status: public
title: 'Vehicular micro cloud in action: On gateway selection and gateway handovers'
type: journal_article
user_id: '49154'
year: '2018'
...
---
_id: '12020'
author:
- first_name: Julian
full_name: Heinovski, Julian
last_name: Heinovski
- first_name: Florian
full_name: Klingler, Florian
last_name: Klingler
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
citation:
ama: Heinovski J, Klingler F, Dressler F, Sommer C. A simulative analysis of the
performance of IEEE 802.11p and ARIB STD-T109. Computer Communications.
2018:84-92. doi:10.1016/j.comcom.2018.03.016
apa: Heinovski, J., Klingler, F., Dressler, F., & Sommer, C. (2018). A simulative
analysis of the performance of IEEE 802.11p and ARIB STD-T109. Computer Communications,
84–92. https://doi.org/10.1016/j.comcom.2018.03.016
bibtex: '@article{Heinovski_Klingler_Dressler_Sommer_2018, title={A simulative analysis
of the performance of IEEE 802.11p and ARIB STD-T109}, DOI={10.1016/j.comcom.2018.03.016},
journal={Computer Communications}, author={Heinovski, Julian and Klingler, Florian
and Dressler, Falko and Sommer, Christoph}, year={2018}, pages={84–92} }'
chicago: Heinovski, Julian, Florian Klingler, Falko Dressler, and Christoph Sommer.
“A Simulative Analysis of the Performance of IEEE 802.11p and ARIB STD-T109.”
Computer Communications, 2018, 84–92. https://doi.org/10.1016/j.comcom.2018.03.016.
ieee: J. Heinovski, F. Klingler, F. Dressler, and C. Sommer, “A simulative analysis
of the performance of IEEE 802.11p and ARIB STD-T109,” Computer Communications,
pp. 84–92, 2018.
mla: Heinovski, Julian, et al. “A Simulative Analysis of the Performance of IEEE
802.11p and ARIB STD-T109.” Computer Communications, 2018, pp. 84–92, doi:10.1016/j.comcom.2018.03.016.
short: J. Heinovski, F. Klingler, F. Dressler, C. Sommer, Computer Communications
(2018) 84–92.
date_created: 2019-07-18T09:53:36Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1016/j.comcom.2018.03.016
language:
- iso: eng
page: 84-92
publication: Computer Communications
publication_identifier:
issn:
- 0140-3664
publication_status: published
status: public
title: A simulative analysis of the performance of IEEE 802.11p and ARIB STD-T109
type: journal_article
user_id: '49154'
year: '2018'
...
---
_id: '12033'
author:
- first_name: Florian
full_name: Klingler, Florian
last_name: Klingler
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
citation:
ama: Klingler F, Dressler F, Sommer C. The Impact of Head of Line Blocking in Highly
Dynamic WLANs. IEEE Transactions on Vehicular Technology. 2018:7664-7676.
doi:10.1109/tvt.2018.2837157
apa: Klingler, F., Dressler, F., & Sommer, C. (2018). The Impact of Head of
Line Blocking in Highly Dynamic WLANs. IEEE Transactions on Vehicular Technology,
7664–7676. https://doi.org/10.1109/tvt.2018.2837157
bibtex: '@article{Klingler_Dressler_Sommer_2018, title={The Impact of Head of Line
Blocking in Highly Dynamic WLANs}, DOI={10.1109/tvt.2018.2837157},
journal={IEEE Transactions on Vehicular Technology}, author={Klingler, Florian
and Dressler, Falko and Sommer, Christoph}, year={2018}, pages={7664–7676} }'
chicago: Klingler, Florian, Falko Dressler, and Christoph Sommer. “The Impact of
Head of Line Blocking in Highly Dynamic WLANs.” IEEE Transactions on Vehicular
Technology, 2018, 7664–76. https://doi.org/10.1109/tvt.2018.2837157.
ieee: F. Klingler, F. Dressler, and C. Sommer, “The Impact of Head of Line Blocking
in Highly Dynamic WLANs,” IEEE Transactions on Vehicular Technology, pp.
7664–7676, 2018.
mla: Klingler, Florian, et al. “The Impact of Head of Line Blocking in Highly Dynamic
WLANs.” IEEE Transactions on Vehicular Technology, 2018, pp. 7664–76, doi:10.1109/tvt.2018.2837157.
short: F. Klingler, F. Dressler, C. Sommer, IEEE Transactions on Vehicular Technology
(2018) 7664–7676.
date_created: 2019-07-18T09:54:11Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/tvt.2018.2837157
language:
- iso: eng
page: 7664-7676
publication: IEEE Transactions on Vehicular Technology
publication_identifier:
issn:
- 0018-9545
- 1939-9359
publication_status: published
status: public
title: The Impact of Head of Line Blocking in Highly Dynamic WLANs
type: journal_article
user_id: '49154'
year: '2018'
...
---
_id: '12034'
author:
- first_name: Florian
full_name: Klingler, Florian
last_name: Klingler
- first_name: Reuven
full_name: Cohen, Reuven
last_name: Cohen
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
citation:
ama: 'Klingler F, Cohen R, Sommer C, Dressler F. Bloom Hopping: Bloom Filter Based
2-Hop Neighbor Management in VANETs. IEEE Transactions on Mobile Computing.
2018:534-545. doi:10.1109/tmc.2018.2840123'
apa: 'Klingler, F., Cohen, R., Sommer, C., & Dressler, F. (2018). Bloom Hopping:
Bloom Filter Based 2-Hop Neighbor Management in VANETs. IEEE Transactions on
Mobile Computing, 534–545. https://doi.org/10.1109/tmc.2018.2840123'
bibtex: '@article{Klingler_Cohen_Sommer_Dressler_2018, title={Bloom Hopping: Bloom
Filter Based 2-Hop Neighbor Management in VANETs}, DOI={10.1109/tmc.2018.2840123},
journal={IEEE Transactions on Mobile Computing}, author={Klingler, Florian and
Cohen, Reuven and Sommer, Christoph and Dressler, Falko}, year={2018}, pages={534–545}
}'
chicago: 'Klingler, Florian, Reuven Cohen, Christoph Sommer, and Falko Dressler.
“Bloom Hopping: Bloom Filter Based 2-Hop Neighbor Management in VANETs.” IEEE
Transactions on Mobile Computing, 2018, 534–45. https://doi.org/10.1109/tmc.2018.2840123.'
ieee: 'F. Klingler, R. Cohen, C. Sommer, and F. Dressler, “Bloom Hopping: Bloom
Filter Based 2-Hop Neighbor Management in VANETs,” IEEE Transactions on Mobile
Computing, pp. 534–545, 2018.'
mla: 'Klingler, Florian, et al. “Bloom Hopping: Bloom Filter Based 2-Hop Neighbor
Management in VANETs.” IEEE Transactions on Mobile Computing, 2018, pp.
534–45, doi:10.1109/tmc.2018.2840123.'
short: F. Klingler, R. Cohen, C. Sommer, F. Dressler, IEEE Transactions on Mobile
Computing (2018) 534–545.
date_created: 2019-07-18T09:54:13Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/tmc.2018.2840123
language:
- iso: eng
page: 534-545
publication: IEEE Transactions on Mobile Computing
publication_identifier:
issn:
- 1536-1233
- 1558-0660
- 2161-9875
publication_status: published
status: public
title: 'Bloom Hopping: Bloom Filter Based 2-Hop Neighbor Management in VANETs'
type: journal_article
user_id: '49154'
year: '2018'
...
---
_id: '12036'
author:
- first_name: Stefan
full_name: Loewen, Stefan
last_name: Loewen
- first_name: Florian
full_name: Klingler, Florian
last_name: Klingler
- first_name: Christoph
full_name: Sommer, Christoph
id: '49154'
last_name: Sommer
orcid: 0000-0002-4336-7350
- first_name: Falko
full_name: Dressler, Falko
last_name: Dressler
citation:
ama: 'Loewen S, Klingler F, Sommer C, Dressler F. Backwards compatible extension
of CAMs/DENMs for improved bike safety on the road. In: 2017 IEEE Vehicular
Networking Conference (VNC). ; 2018. doi:10.1109/vnc.2017.8275657'
apa: Loewen, S., Klingler, F., Sommer, C., & Dressler, F. (2018). Backwards
compatible extension of CAMs/DENMs for improved bike safety on the road. In 2017
IEEE Vehicular Networking Conference (VNC). https://doi.org/10.1109/vnc.2017.8275657
bibtex: '@inproceedings{Loewen_Klingler_Sommer_Dressler_2018, title={Backwards compatible
extension of CAMs/DENMs for improved bike safety on the road}, DOI={10.1109/vnc.2017.8275657},
booktitle={2017 IEEE Vehicular Networking Conference (VNC)}, author={Loewen, Stefan
and Klingler, Florian and Sommer, Christoph and Dressler, Falko}, year={2018}
}'
chicago: Loewen, Stefan, Florian Klingler, Christoph Sommer, and Falko Dressler.
“Backwards Compatible Extension of CAMs/DENMs for Improved Bike Safety on the
Road.” In 2017 IEEE Vehicular Networking Conference (VNC), 2018. https://doi.org/10.1109/vnc.2017.8275657.
ieee: S. Loewen, F. Klingler, C. Sommer, and F. Dressler, “Backwards compatible
extension of CAMs/DENMs for improved bike safety on the road,” in 2017 IEEE
Vehicular Networking Conference (VNC), 2018.
mla: Loewen, Stefan, et al. “Backwards Compatible Extension of CAMs/DENMs for Improved
Bike Safety on the Road.” 2017 IEEE Vehicular Networking Conference (VNC),
2018, doi:10.1109/vnc.2017.8275657.
short: 'S. Loewen, F. Klingler, C. Sommer, F. Dressler, in: 2017 IEEE Vehicular
Networking Conference (VNC), 2018.'
date_created: 2019-07-18T09:54:19Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/vnc.2017.8275657
language:
- iso: eng
publication: 2017 IEEE Vehicular Networking Conference (VNC)
publication_identifier:
isbn:
- '9781538609866'
publication_status: published
status: public
title: Backwards compatible extension of CAMs/DENMs for improved bike safety on the
road
type: conference
user_id: '49154'
year: '2018'
...