FORSCHUNG

Publikationen

Unsere Technologie basiert auf über einem Jahrzehnt interdisziplinärer Forschung mit internationalen Partnern.

2025

Cost-Effectiveness of Smartphone-Based Screening for Obstructive Sleep Apnea: A Markov Model Analysis From the German Statutory Health Insurance Perspective

M. Braun, T. Erdmann, C. Janott, U.J. Sommer, C. Heiser

Value in Health, Vol 28, No 12, Supplement 1, 2025, pp. S156-S157, 2025

2024

Evaluation of an OSA Risk Screening Smartphone App in a General, Non-Symptomatic Population Sample (ESOSA)

J.U. Sommer, L. Lindner, D.T. Kent, C. Heiser

Journal of clinical medicine, 13(16), 4664, 2024

2021

Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review

K. Qian, C. Janott, M. Schmitt, Z. Zhang, C. Heiser, W. Hemmert, Y. Yamamoto, B. Schuller

Journal of Biomedical and Health Informatics, Vol. 25, No. 4, pp. 1233-1246, Apr 2021

2020

Analysis and management of sleep data. In: Biomedical Signal Processing and Artificial Intelligence in Healthcare

C. Janott

Academic Press, , pp. 207-240, Aug 2020, ISBN 9780128189467

Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized Data

Z. Zhang, J. Han, K. Qian, C. Janott, Y. Guo , B. Schuller

IEEE Journal of Biomedical and Health Informatics, Vol. 24, No. 1, pp. 300-310, Jan. 2020

2019

Snoring - an acoustic definition

C. Janott, C. Rohrmeier, M. Schmitt, W. Hemmer, B. Schuller

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Berlin, Germany, pp. 3653-3657, July 2019

VOTE versus ACLTE: Vergleich zweier Schnarchgeräuschklassifikationen mit Methoden des maschinellen Lernens

C. Janott, M. Schmitt, C. Heiser, W. Hohenhorst, M. Herzog, M. Carrasco Llatas, W. Hemmert, B. Schuller

HNO, Vol. 67, No. 9, pp. 670-678, June 2019

A bag of wavelet features for snore sound classification

K. Qian, M. Schmitt, C. Janott, Z. Zhang, C. Heiser, W. Hohenhorst, M. Herzog, W. Hemmert, B. Schuller

Annals of biomedical engineering, Vol. 47, pp. 1000- 1011, April 2019

2018

Teaching Machines on Snoring: A Benchmark on Computer Audition for Snore Sound Excitation Localisation

K. Qian, C. Janott, Z. Zhang, J. Deng, A. Baird, C. Heiser, W. Hohenhorst, M. Herzog, W. Hemmert, B. Schuller

Archives of Acoustics, Vol. 43, No. 3, pp. 465–475, September 2018

Snoring Classified: The Munich-Passau Snore Sound Corpus

C. Janott, M. Schmitt, Y. Zhang, K. Qian, V. Pandit, Z. Zhang, C. Heiser, W. Hohenhorst, M. Herzog, W. Hemmert, B. Schuller

Computers in Biology and Medicine, No. 1, pp. 106-118, March 2018

2017

The interspeech 2017 computational paralinguistics challenge: Addressee, cold & snoring

B. Schuller, S. Steidl, A. Batliner, E. Bergelson, J. Krajewski, C. Janott, A. Amatuni, M. Casillas, A. Seidl, M. Soderstrom, S. A. Warlaumont, G. Hidalgo, S. Schnieder, C. Heiser, W. Hohenhorst, M. Herzog, M. Schmitt, K. Qian, Y. Zhang, G. Trigeorgis, P. Tzirakis, S. Zafeiriou

Proc. INTERSPEECH, Stockholm, Sweden, pp. 3442–3446, August 2017

Snore sound recognition: On wavelets and classifiers from deep nets to kernels

K. Qian, C. Janott, J. Deng, C. Heiser, W. Hohenhorst, M. Herzog, N. Cummins, B. Schuller

Engineering in Medicine and Biology Society (EMBC), 39th Annual International Conference of the IEEE, Seogwipo, South Korea, July 2017

Acoustic Information in Snoring Noises (in German Language)

C. Janott, B. Schuller, C. Heiser

HNO, Vol. 65, pp. 107-116, February 2017

2016

Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multi-Feature Analysis

K. Qian, C. Janott, V. Pandit, Z. Zhang, C. Heiser, W. Hohenhorst, M. Herzog, W. Hemmert, B. Schuller

IEEE Transactions on Biomedical Engineering, October 2016

GPU-based fast signal processing for large amounts of snore sound data

J. Guo, K. Qian, H. Xu, C. Janott, B. Schuller, S. Matsuoka

The 5th IEEE Global Conference on Consumer Electronics (GCCE 2016, Kyoto, Japan), October 2016

A Bag-of-Audio-Words Approach for Snore Sounds' Excitation Localisation

M. Schmitt, C. Janott, V. Pandit, K. Qian, C. Heiser, W. Hemmert, B. Schuller

14th ITG Conference on Speech Communication, (Paderborn, Germany), October 2016

Wavelet Features for Classification of VOTE Snore Sounds

K. Qian, C. Janott, Z. Zhang, C. Heiser, B. Schuller

Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2016, (Shanghai, P. R. China), IEEE, March 2016

2014

Acoustic analysis of snoring noise (in German language)

C. Janott, W. Pirsig, C. Heiser

Somnologie-Schlafforschung und Schlafmedizin, Vol. 18, pp. 87-95, February 2014

IP PORTFOLIO

Patente und Patentanmeldungen

  
        Patent-Nr.
        Titel
      
        DE102012219128
        Method and system for determining anatomical causes for the development of snoring noises
      
        DE102019105762
        System zur akustischen Erkennung von Obstruktionsarten bei der Schlafapnoe
      
        DE102021129912
        Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
      
        DE102023108915
        Diagnostic system for determining a clinically relevant severity of a sleep-related breathing disturbance from a patient signal by weighting respiratory events
      
        EP000003935648
        System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
      
        EP000004276852
        System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
      
        EP000004432901
        Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
      
        WO002023088731
        Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
      
        WO002024208754
        Diagnostic system for determining a clinically relevant severity of a sleep-related breathing disturbance from a patient signal by weighting respiratory events
      
        US020220156640
        System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
      
        US020250009250
        Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
      
        CN000113646848
        System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
      
        JP7419641
        System for acoustic identification of obstruction types in sleep apnoea, and corresponding method

Patent-Nr.	Titel
DE102012219128	Method and system for determining anatomical causes for the development of snoring noises
DE102019105762	System zur akustischen Erkennung von Obstruktionsarten bei der Schlafapnoe
DE102021129912	Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
DE102023108915	Diagnostic system for determining a clinically relevant severity of a sleep-related breathing disturbance from a patient signal by weighting respiratory events
EP000003935648	System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
EP000004276852	System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
EP000004432901	Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
WO002023088731	Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
WO002024208754	Diagnostic system for determining a clinically relevant severity of a sleep-related breathing disturbance from a patient signal by weighting respiratory events
US020220156640	System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
US020250009250	Diagnostic, control and therapy system for identifying and treating respiratory events occurring whilst sleeping
CN000113646848	System for acoustic identification of obstruction types in sleep apnoea, and corresponding method
JP7419641	System for acoustic identification of obstruction types in sleep apnoea, and corresponding method