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Michal
Novotný
 Member of the Signal Analysis,
Modelling, and Interpretation group
Department of Circuit
Theory
Faculty of Electrical Engineering
Czech Technical University in Prague
Technicka 2, 166 27 Prague 6, Czech Republic
Tel: +420 224 355 887
Email: novotm26@fel.cvut.cz
Research Areas
·
Motor speech disorders
·
Movement disorders
·
Digital signal processing
· Data analysis
Google
scholar: [link]
Education
·
2017 PhD degree in Electrical Engineering Theory, Faculty of Electrical Engineering, Czech Technical
University
· 2012 Ing. degree (MSc) in Biomedical Engineering, Faculty of Electrical Engineering,
Czech Technical University
Position
·
(2015-) Researcher at Faculty of
Electrical Engineering
of the Czech Technical University
· (2008-2012) Researcher at the
Laboratory of Ultrasonic Methods, Instute of Thermomechanics, The
Czech Academy of Sciences
Peer-reviewed Journal Papers
7. J. Rusz,
B. Beňová, H. Růžičková, M.
Novotný, T. Tykalová, J. Hlavnička, T. Uher, M. Vaněčková, M.
Andělová, K. Novotná, L. Kadrnožková, and D. Horáková. (2018). "Characteristics of motor speech phenotypes in multiple sclerosis,"
Multiple Sclerosis
and Related Disorders,
19(1 January): 62-69. [PDF]
6. J. Rusz,
T. Tykalová, R. Krupička, K. Zárubová, M. Novotný, R. Jech, Z. Szabó, and E. Růžička. (2017).
"Comparative analysis
of speech impairment and upper limb
motor dysfunction in Parkinson’s
disease," Journal
of Neural Transmission, 124(4 April):
463-470. [PDF] [cited]
5. J. Rusz,
M. Novotný, J. Hlavnička, T.
Tykalová, and E. Růžička. (2017). High-accuracy
voice-based classification
between patients with Parkinson’s disease and other neurological diseases may be an easy task with inappropriate experimental
design. IEEE Transactions on Neural Systems and Rehabilitation
Engineering, 25(8 August):
1319-1321. [PDF] [cited]
4. M. Novotný, J. Rusz,
R. Čmejla, H. Růžičková, J. Klempíř, and E.
Růžička. (2016). "Hypernasality associated with basal ganglia dysfunction:
evidence from Parkinson’s
disease and Huntington’s
disease," PeerJ,
4: 2530. [PDF] [suppl. material] [cited]
3. J. Rusz,
C. Bonnet, J. Klempíř, T. Tykalová, E.
Baborová, M. Novotný, A. Rulseh, and E. Růžička. (2015). "Speech disorders reflect differing pathophysiology in Parkinson's
disease, progressive
supranuclear palsy
and multiple system
atrophy," Journal
of Neurology, 262(4): 992-1001. [PDF] [cited]
2. M. Novotný, J. Rusz,
R. Čmejla, E. Růžička. (2014). Automatic evaluation of articulatory disorders in Parkinson's disease. IEEE/ACM Transactions
on Audio, Speech, and Language
Processing, 22(9): 1366-1378. [PDF] [cited]
1. H. Seiner, O. Heczko, P. Sedlák, L. Bodnárová, M. Novotný, J. Kopeček, M. Landa.
(2013). "Combined effect of structural softening and magneto-elastic coupling
on elastic coefficients
of Ni-Mn-Ga austenite," Journal of Alloys
and Compounds, 577: S131-S135. [PDF] [cited]
Selected Full Conference
Papers
2. M. Novotný, J. Rusz,
K. Spálenka, J. Klempíř, D. Horáková, and E. Růžička. (2017). "Acoustic evaluation of nasality in cerebellar syndromes,"
in Proceedings of
the 18th Annual Conference of the International Speech Communication Association
(INTERSPEECH), Stockholm, Sweden, 2017,
3132-3136. [PDF]
1. M. Novotný, J. Pospíšil,
R. Čmejla, J. Rusz (2015). "Automatic Detection of Voice Onset Time in Dysarthric Speech," in Proceedings
of the IEEE Signal Processing
Society, International Conference on Acoustics, Speech and Signal Processing
(ICASSP), Brisbane, Australia, 2015,
4340-4344. [PDF] [cited]
Awards
· 2017 Dean's Prize for the
doctoral thesis Automated
assessment of diadochokinesis and resonance in dysarthrias associated with basal ganglia dysfunction
Research projects: team member
· 2017-2019 Michael
J. Fox Foundation (MJFF) 12546: Automatic acoustic speech analysis and REM sleep behaviour disorder for detecting subjects at high risk for Parkinson's disease and other alpha-synucleinopathies
· 2016-2018 Czech
Science Foundation (GAČR) 16-03322S: Investigation of pathomechanisms responsible
for speech and voice disorders in multiple sclerosis using new methods of objective acoustic analysis
· 2016-2018 Czech
Science Foundation (GAČR) 16-07879S: REM sleep behavior disorder: predicting the risk of neurodegeneration
· 2015-2018
Czech Ministry of Health
(MZČR) 15-28038A: Speech
disorders and analysis
of their mechanism in Parkinson's disease and other movement disorders
Latest update: 05.04.2018
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