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Gabriel Mittag

Lupe

Biography

Gabriel Mittag received his B.Sc. and M.Sc. degree in electrical and electronic engineering at the Technische Universität Berlin. During his master's degree he spent two semesters at the RMIT University in Melbourne, Australia and focused primarily on biomedical and speech signal processing. Since 2016 he is employed as research assistant at the Quality and Usability Lab at the TU Berlin, where he works towards a PhD in the field of Quality of Experience (QoE) of speech communication services. His main interests are in psychoacoustics, quality evaluation, signal processing, and machine learning.

 

Research Fields

  • Perceived Quality of Speech
  • Speech and Signal Processing 

Research Topic

  • Diagnostic Quality of Transmitted Speech

 

Projects

 

Prizes

  • DAGA-Posterpreis: G. Mittag, F. Köster, S. Möller, "Non-intrusive Estimation of the Perceptual Dimension Coloration", DAGA 2016.
  • Best Paper Award: F. Köster, G. Mittag, T. Polzehl, S. Möller, "Non-intrusive Estimation of Noisiness as a Perceptual Quality Dimension of Transmitted Speech", PQS 2016.

 

Teaching

Open Bachelor/Master theses:

 

Contact

Email:  


Publications

2019


Extending the E-Model Towards Super-wideband and Fullband Speech Communication Scenarios
Möller, S., Mittag, G., Michael, T., Barriac, V. and Aoki, H., Proc. Interspeech 2019, 2019.

Link to publication

Semantic Labeling of Quality Impairments in Speech Spectrograms with Deep Convolutional Networks
Mittag, G. and Möller, S., 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX), 2019.

Link to publication

Non-intrusive Speech Quality Assessment for Super-wideband Speech Communication Networks
Mittag, G. and Möller, S., ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.

Link to publication

Einfluss der Position und Stimmhaftigkeit von verdeckten Paketverlusten auf die Sprachqualität
Mittag, G., Liedtke, L., Iskender, N., Naderi, B., Hübschen, T., Schmidt, G. and Möller, S., Fortschritte der Akustik - DAGA 2019, 2019.

Link to publication

Quality Estimation of Noisy Speech Using Spectral Entropy Distance
Mittag, G. and Möller, S., 2019 26th International Conference on Telecommunications (ICT), 2019.

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Impact of FEC codes on speech communication quality using WB E-model algorithm
Rodríguez, D. Z., Arjona Ramírez, M., Bernardes, L. F., Mittag, G. and Möller, S., 2019 Wireless Days (WD), 2019.

Link to publication

Zusammenhang zwischen perzeptiven Dimensionen und Störungsursachen bei super-breitbandiger Sprachübertragung
Möller, S., Hübschen, T., Mittag, G. and Schmidt, G., Fortschritte der Akustik – DAGA 2019: Plenarvortr. u. Fachbeitr. d. 45. Dtsch. Jahrestg. f. Akust, 2019.

Link to publication

Speech Quality Assessment in Wireless Communications With MIMO Systems Using a Parametric Model
Rodríguez, D. Z., Rosa, R. L., Almeida, F. L., Mittag, G. and Möller, S., IEEE Access#, 2019.

Link to publication Link to original publication

Neural correlates of speech quality dimensions analyzed using electroencephalography (EEG)
Uhrig, S., Mittag, G., Möller, S. and Voigt-Antons, J.-N., Journal of Neural Engineering. IOP Publishing#, 2019.

Link to publication Link to original publication

2018

Effect of Number of Stimuli on Users Perception of Different Speech Degradations. A Crowdsourcing Case Study
Zequeira Jiménez, R., Mittag, G. and Möller, S., Proceedings of IEEE International Symposium on Multimedia (ISM), 2018.

Link to publication

Non-intrusive Estimation of Packet Loss Rates in Speech Communication Systems Using Convolutional Neural Networks
Mittag, G. and Möller, S., Proceedings of IEEE International Symposium on Multimedia (ISM), 2018.

Link to publication

Draft Recommendation G.107.2 “Fullband E-model”
Möller, S., Mittag, G., Aoki, H., Yamagishi, K. and Barriac, V., ITU-T Contribution, 2018.

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Draft Recommendation G.113 Amendment 2
Möller, S., Mittag, G., Aoki, H., Yamagishi, K. and Barriac, V., ITU-T Contribution, 2018.

Link to publication

Towards a Signal-based Root Cause Analysis Framework
Hübschen, T., Schmidt, G., Mittag, G. and Möller, S., ITU-T Contribution, 2018.

Link to publication

Single-ended Packet Loss Rate Estimation of Transmitted Speech Signals
Mittag, G. and Möller, S., Proceedings of 6th IEEE Global Conference on Signal and Information Processing, 2018.

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P.SAMD update of ongoing work
Mittag, G. and Möller, S., ITU-T Contribution, 2018.

Link to publication

P.AMD Set A updated performance results of the Noisiness dimension
Mittag, G., Torres Menendez, J. and Möller, S., ITU-T Contribution, 2018.

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Signal-based Root Cause Analysis of Quality Impairments in Speech Communication Networks
Hübschen, T., Mittag, G., Möller, S. and Schmidt, G., Proceedings of Speech Communication - 13. ITG-Fachtagung Sprachkommunikation, 2018.

Link to publication

Diagnostic and Summative Approach for Predicting Speech Communication Quality in a Super-Wideband Context
Möller, S., Hübschen, T., Mittag, G. and Schmidt, G., Proceedings of Speech Communication - 13. ITG-Fachtagung Sprachkommunikation, 2018.

Link to publication

Quantifying the Quality Improvement of MIMO Transmission Systems in VoIP Communication
Rodríguez, D. Z., Pívaro, G. F., Rosa, R. L., Mittag, G. and Möller, S., Proceedings of 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2018.

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Equipment Impairment Factor Estimations for EVS-SWB
Mittag, G., Möller, S., Barriac, V. and Ragot, S., ITU-T Contribution, 2018.

Link to publication

Quantifying Quality Degradation of the EVS Super-Wideband Speech Codec
Mittag, G., Möller, S., Barriac, V. and Ragot, S., Proceedings of Tenth International Conference on Quality of Multimedia Experience (QoMEX), 2018.

Link to publication

Erweiterung der Netzwerkplanung auf super-breitbandige Sprachübertragung
Möller, S., Mittag, G., Köster, F., Barriac, V. and Côte, N., 44. Deutsche Jahrestagung für Akustik (DAGA), 2018.

Link to publication

Echtzeit-Rahmenwerk zur Unterstützung der Evaluierung von Sprachkommunikationssystemen
Hübschen, T., Grimm, M., Kaulen, B., Mittag, G., Möller, S. and Schmidt, G., 44. Deutsche Jahrestagung für Akustik (DAGA), 2018.

Link to publication

Speech Quality Assessment in Crowdsourcing: Influence of Environmental Noise
Naderi, B., Möller, S. and Mittag, G., 44. Deutsche Jahrestagung für Akustik (DAGA), 2018.

Link to publication

Improving a Parametric Model for Speech Quality Assessment in Wireless Communication Systems
Rodríguez, D. Z., Pívaro, G. F., Rosa, R. L., Mittag, G. and Möller, S., Proceedings of 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2018.

Link to publication

Variable Voice Likability Affecting Subjective Speech Quality Assessments
Fernández Gallardo, L., Mittag, G., Möller, S. and Beerends, J., International Conference on Quality of Multimedia Experience (QoMEX), 2018.

Link to publication

Merged results of EVS-SWB equipment impairment factor estimations
Mittag, G., Möller, S., Barriac, V. and Ragot, S., ITU-T Contribution, 2018.

Link to publication

2017

Modeling the Overall Quality of Experience on the Basis of Underlying Quality Dimensions
Köster, F., Mittag, G. and Möller, S., Ninth International Conference on Quality of Multimedia Experience (QoMEX), 2017.

Link to publication

Noise Robust Voice Activity Detection Based on an Iterative Approach
Mittag, G. and Köster, F. M. S., Fortschritte der Akustik, DAGA 2017: Plenarvortr. u. Fachbeitr. d. 43. Dtsch. Jahrestg. f. Akust., 2017.

Link to publication

First possible P.SAMD indicators for the estimation of Noisiness
Köster, F., Mittag, G. and Möller, S., ITU-T Contribution, 2017.

Link to publication

First possible P.SAMD indicators for the estimation of Coloration
Mittag, G., Köster, F. and Möller, S., ITU-T Contribution, 2017.

Link to publication

Maximum R-scale value estimations of a super-wideband E-model extension
Mittag, G., Möller, S. and Barriac, V., ITU-T Contribution, 2017.

Link to publication

2016

Non-Intrusive Estimation Model for the Speech-Quality Dimension Loudness
Köster, F., Cercos-Llombart, V., Mittag, G. and Möller, S., 12. ITG-Fachtagung Sprachkommunikation (Speech Communication), 2016.

Link to publication

Non-intrusive Estimation of Noisiness as a Perceptual Quality Dimension of Transmitted Speech
Köster, F., Mittag, G., Polzehl, T. and Möller, S., 5th ISCA/DEGA Workshop on Perceptual Quality of Systems (PQS 2016), 2016.

Link to publication

Non-intrusive Estimation of the Perceptual Dimension Coloration
Mittag, G., Köster, F. and Möller, S., Fortschritte der Akustik, DAGA 2016: Plenarvortr. u. Fachbeitr. d. 42. Dtsch. Jahrestg. f. Akust., 2016.

Link to publication

2014

Referenzfreie Schätzung der perzeptuellen Dimension Rauschhaftigkeit von Übertragener Sprache
Köster, F., Mittag, G. and Möller, S., Fortschritte der Akustik – DAGA 2014: Plenarvortr. u. Fachbeitr. d. 40. Dtsch. Jahrestg. f. Akust., 2014.

Link to publication

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