Marion Semmler

Marion Semmler


Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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4 June 2021 in Journal of Speech, Language, and Hearing Research
Verified
Journal Article
Open access
AKAndreas Kist
Andreas Kist
PGPablo Gómez
Pablo Gómez
DDDenis Dubrovskiy
Denis Dubrovskiy
PSPatrick Schlegel
Patrick Schlegel
MKMelda Kunduk
Melda Kunduk
Michael DöllingerMichael Döllinger
Michael Döllinger
Purpose: High-speed videoendoscopy (HSV) is an emerging, but barely used, endoscopy technique in the clinic to assess and diagnose voice disorders because of the lack of dedicated software to analyze the data. HSV allows to quantify the vocal fold oscillations by segmenting the glottal area. This challenging task has been tackled by various studies; however, the proposed approaches are mostly limited and not suitable for daily clinical routine. Method: We developed a user-friendly software in C# that allows the editing, motion correction, segmentation, and quantitative analysis of HSV data. We further provide pretrained deep neural networks for fully automatic glottis segmentation. Results: We freely provide our software Glottis Analysis Tools (GAT). Using GAT, we provide a general threshold-based region growing platform that enables the user to analyze data from various sources, such as in vivo recordings, ex vivo recordings, and high-speed footage of artificial vocal folds. Additionally, especially for in vivo recordings, we provide three robust neural networks at various speed and quality settings to allow a fully automatic glottis segmentation needed for application by untrained personnel. GAT further evaluates video and audio data in parallel and is able to extract various features from the video data, among others the glottal area waveform, that is, the changing glottal area over time. In total, GAT provides 79 unique quantitative analysis parameters for video- and audio-based signals. Many of these parameters have already been shown to reflect voice disorders, highlighting the clinical importance and usefulness of the GAT software. Conclusion: GAT is a unique tool to process HSV and audio data to determine quantitative, clinically relevant parameters for research, diagnosis, and treatment of laryngeal disorders. Supplemental Material: https://doi.org/10.23641/asha.14575533

21 March 2019 in Medical & Biological Engineering & Computing
Verified
Journal Article
Closed access
PDF file
PGPablo Gómez
Pablo Gómez
MSMarion Semmler
Marion Semmler
ASAnne Schützenberger
Anne Schützenberger
CBChristopher Bohr
Christopher Bohr
Michael DöllingerMichael Döllinger
Michael Döllinger

25 January 2016 in IEEE Transactions on Medical Imaging
Verified
Journal Article
Closed access
MSMarion Semmler
Marion Semmler
SKStefan Kniesburges
Stefan Kniesburges
VBVeronika Birk
Veronika Birk
AZAnke Ziethe
Anke Ziethe
RPRita Patel
Rita Patel
MDMichael Dollinger
Michael Dollinger
Standard laryngoscopic imaging techniques provide only limited two-dimensional insights into the vocal fold vibrations not taking the vertical component into account. However, previous experiments have shown a significant vertical component in the vibration of the vocal folds. We present a 3D reconstruction of the entire superior vocal fold surface from 2D high-speed videoendoscopy via stereo triangulation. In a typical camera-laser set-up the structured laser light pattern is projected on the vocal folds and captured at 4000 fps. The measuring device is suitable for in vivo application since the external dimensions of the miniaturized set-up barely exceed the size of a standard rigid laryngoscope. We provide a conservative estimate on the resulting resolution based on the hardware components and point out the possibilities and limitations of the miniaturized camera-laser set-up. In addition to the 3D vocal fold surface, we extended previous approaches with a G2-continuous model of the vocal fold edge. The clinical applicability was successfully established by the reconstruction of visual data acquired from 2D in vivo high-speed recordings of a female and a male subject. We present extracted dynamic parameters like maximum amplitude and velocity in the vertical direction. The additional vertical component reveals deeper insights into the vibratory dynamics of the vocal folds by means of a non-invasive method. The successful miniaturization allows for in vivo application giving access to the most realistic model available and hence enables a comprehensive understanding of the human phonation process.

21 November 2016 in BioMed Research International
Verified
Journal Article
Open access
PDF file
ASAnne Schützenberger
Anne Schützenberger
MKMelda Kunduk
Melda Kunduk
MDMichael Döllinger
Michael Döllinger
CAChristoph Alexiou
Christoph Alexiou
DDDenis Dubrovskiy
Denis Dubrovskiy
CBChristopher Bohr
Christopher Bohr
The current use of laryngeal high-speed videoendoscopy in clinic settings involves subjective visual assessment of vocal fold vibratory characteristics. However, objective quantification of vocal fold vibrations for evidence-based diagnosis and therapy is desired, and objective parameters assessing laryngeal dynamics have therefore been suggested. This study investigated the sensitivity of the objective parameters and their dependence on recording frame rate. A total of 300 endoscopic high-speed videos with recording frame rates between 1000 and 15 000 fps were analyzed for a vocally healthy female subject during sustained phonation. Twenty parameters, representing laryngeal dynamics, were computed. Four different parameter characteristics were found: parameters showing no change with increasing frame rate; parameters changing up to a certain frame rate, but then remaining constant; parameters remaining constant within a particular range of recording frame rates; and parameters changing with nearly every frame rate. The results suggest that (1) parameter values are influenced by recording frame rates and different parameters have varying sensitivities to recording frame rate; (2) normative values should be determined based on recording frame rates; and (3) the typically used recording frame rate of 4000 fps seems to be too low to distinguish accurately certain characteristics of the human phonation process in detail.

14 March 2018 in The Laryngoscope
Verified
Journal Article
Closed access
PDF file
MSMarion Semmler
Marion Semmler
MDMichael Döllinger
Michael Döllinger
RPRita R. Patel
Rita R. Patel
AZAnke Ziethe
Anke Ziethe
ASAnne Schützenberger
Anne Schützenberger

1 October 2017 in The Journal of the Acoustical Society of America
Verified
Journal Article
Closed access
VBVeronika Birk
Veronika Birk
SKStefan Kniesburges
Stefan Kniesburges
MSMarion Semmler
Marion Semmler
DBDavid A. Berry
David A. Berry
CBChristopher Bohr
Christopher Bohr
ASAnne Schützenberger
Anne Schützenberger
Many cases of disturbed voice signals can be attributed to incomplete glottal closure, vocal fold oscillation asymmetries, and aperiodicity. Often these phenomena occur simultaneously and interact with each other, making a systematic, isolated investigation challenging. Therefore, ex vivo porcine experiments were performed which enable direct control of glottal configurations. Different pre-phonatory glottal gap sizes, adduction levels, and flow rates were adjusted. The resulting glottal closure types were identified in a post-processing step. Finally, the acoustic quality, aerodynamic parameters, and the characteristics of vocal fold oscillation were analyzed in reference to the glottal closure types. Results show that complete glottal closure stabilizes the phonation process indicated through a reduced left-right phase asymmetry, increased amplitude and time periodicity, and an increase in the acoustic quality. Although asymmetry and periodicity parameter variation covers only a small range of absolute values, these small variations have a remarkable influence on the acoustic quality. Due to the fact that these parameters cannot be influenced directly, the authors suggest that the (surgical) reduction of the glottal gap seems to be a promising method to stabilize the phonatory process, which has to be confirmed in future studies.