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ORCIDGabriel Mittag
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2020 – today
- 2024
[c31]Sami Khairy
, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler:
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. MMSys 2024: 339-345- [i12]Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler:
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. CoRR abs/2403.06324 (2024) - [i11]Aashish Gottipati, Sami Khairy, Yasaman Hosseinkashi, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Ross Cutler:
Balancing Generalization and Specialization: Offline Metalearning for Bandwidth Estimation. CoRR abs/2409.19867 (2024) - 2023
- [c30]Gabriel Mittag, Babak Naderi, Vishak Gopal, Ross Cutler:
LSTM-Based Video Quality Prediction Accounting for Temporal Distortions in Videoconferencing Calls. ICASSP 2023: 1-5 - [i10]Gabriel Mittag, Babak Naderi, Vishak Gopal, Ross Cutler:
LSTM-based Video Quality Prediction Accounting for Temporal Distortions in Videoconferencing Calls. CoRR abs/2303.12761 (2023) - [i9]Aashish Gottipati, Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler:
Real-time Bandwidth Estimation from Offline Expert Demonstrations. CoRR abs/2309.13481 (2023) - 2022
- [b2]Gabriel Mittag:
Deep Learning Based Speech Quality Prediction. Springer 2022, ISBN 978-3-030-91478-3, pp. 1-144 - [b1]Gabriel Mittag:
Machine learning based speech quality prediction. Technical University of Berlin, Germany, 2022 - [c29]Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Möller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson, Fei Chen, Fuzheng Yang, Shidong Shang:
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications. INTERSPEECH 2022: 3308-3312 - [i8]Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Möller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson, Fei Chen, Fuzheng Yang, Shidong Shang:
ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications. CoRR abs/2203.16032 (2022) - 2021
- [c28]Babak Naderi, Gabriel Mittag, Rafael Zequeira Jiménez, Sebastian Möller:
Effect of Language Proficiency on Subjective Evaluation of Noise Suppression Algorithms. ICASSP 2021: 4140-4144 - [c27]Gabriel Mittag, Babak Naderi, Assmaa Chehadi, Sebastian Möller:
NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets. Interspeech 2021: 2127-2131 - [c26]Thilo Michael, Gabriel Mittag, Andreas Bütow, Sebastian Möller:
Extending the Fullband E-Model Towards Background Noise, Bursty Packet Loss, and Conversational Degradations. Interspeech 2021: 2391-2395 - [c25]Rafael Zequeira Jiménez, Gabriel Mittag, Sebastian Möller:
Removing the Bias in Speech Quality Scores Collected in Noisy Crowdsourcing Environments. QoMEX 2021: 49-54 - [c24]Gabriel Mittag, Saman Zadtootaghaj, Thilo Michael, Babak Naderi, Sebastian Möller:
Bias-Aware Loss for Training Image and Speech Quality Prediction Models from Multiple Datasets. QoMEX 2021: 97-102 - [i7]Gabriel Mittag, Babak Naderi, Assmaa Chehadi, Sebastian Möller:
NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets. CoRR abs/2104.09494 (2021) - [i6]Gabriel Mittag, Saman Zadtootaghaj, Thilo Michael, Babak Naderi, Sebastian Möller:
Bias-Aware Loss for Training Image and Speech Quality Prediction Models from Multiple Datasets. CoRR abs/2104.10217 (2021) - [i5]Gabriel Mittag, Sebastian Möller:
Deep Learning Based Assessment of Synthetic Speech Naturalness. CoRR abs/2104.11673 (2021) - [i4]Gabriel Mittag, Sebastian Möller:
Full-Reference Speech Quality Estimation with Attentional Siamese Neural Networks. CoRR abs/2105.00783 (2021) - [i3]Henrik Tilkorn, Gabriel Mittag, Sebastian Möller:
Visualising and Explaining Deep Learning Models for Speech Quality Prediction. CoRR abs/2112.06219 (2021) - 2020
- [c23]Gabriel Mittag, Sebastian Möller:
Full-Reference Speech Quality Estimation with Attentional Siamese Neural Networks. ICASSP 2020: 346-350 - [c22]Gabriel Mittag, Sebastian Möller:
Deep Learning Based Assessment of Synthetic Speech Naturalness. INTERSPEECH 2020: 1748-1752 - [c21]Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi, Michael Revow, Sriram Srinivasan, Naglakshmi Chande, Robert Aichner:
DNN No-Reference PSTN Speech Quality Prediction. INTERSPEECH 2020: 2867-2871 - [c20]Sebastian Möller, Tobias Hübschen, Thilo Michael, Gabriel Mittag, Gerhard Schmidt:
Non-Intrusive Diagnostic Monitoring of Fullband Speech Quality. INTERSPEECH 2020: 2872-2876 - [c19]Thilo Michael, Gabriel Mittag, Sebastian Möller:
Analyzing the Fullband E-Model and Extending it for Predicting Bursty Packet Loss. QoMEX 2020: 1-6 - [i2]Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi, Michael Revow, Sriram Srinivasan, Naglakshmi Chande, Robert Aichner:
DNN No-Reference PSTN Speech Quality Prediction. CoRR abs/2007.14598 (2020) - [i1]Babak Naderi, Gabriel Mittag, Rafael Zequeira Jiménez, Sebastian Möller:
Effect of Language Proficiency on Subjective Evaluation of Noise Suppression Algorithms. CoRR abs/2010.13260 (2020)
2010 – 2019
- 2019
- [j1]Demóstenes Z. Rodríguez, Renata Lopes Rosa, Franciscone Luiz de Almeida Junior, Gabriel Mittag, Sebastian Möller:
Speech Quality Assessment in Wireless Communications With MIMO Systems Using a Parametric Model. IEEE Access 7: 35719-35730 (2019) - [c18]Gabriel Mittag, Sebastian Möller:
Non-intrusive Speech Quality Assessment for Super-wideband Speech Communication Networks. ICASSP 2019: 7125-7129 - [c17]Gabriel Mittag, Sebastian Möller:
Quality Estimation of Noisy Speech Using Spectral Entropy Distance. ICT 2019: 197-201 - [c16]Gabriel Mittag, Sebastian Möller:
Quality Degradation Diagnosis for Voice Networks - Estimating the Perceived Noisiness, Coloration, and Discontinuity of Transmitted Speech. INTERSPEECH 2019: 3426-3430 - [c15]Sebastian Möller, Gabriel Mittag, Thilo Michael, Vincent Barriac, Hitoshi Aoki:
Extending the E-Model Towards Super-Wideband and Fullband Speech Communication Scenarios. INTERSPEECH 2019: 3436-3440 - [c14]Gabriel Mittag, Sebastian Möller:
Semantic Labeling of Quality Impairments in Speech Spectrograms with Deep Convolutional Networks. QoMEX 2019: 1-3 - [c13]Demóstenes Zegarra Rodríguez, Miguel Arjona Ramírez, Leonardo Fernandes Bernardes, Gabriel Mittag, Sebastian Möller:
Impact of FEC codes on speech communication quality using WB E-model algorithm. Wireless Days 2019: 1-4 - 2018
- [c12]Tobias Hübschen, Gabriel Mittag, Sebastian Möller, Gerhard Schmidt:
Signal-based Root Cause Analysis of Quality Impairments in Speech Communication Networks. ITG Symposium on Speech Communication 2018: 1-5 - [c11]Sebastian Möller, Tobias Hübschen, Gabriel Mittag, Gerhard Schmidt:
Diagnostic and Summative Approach for Predicting Speech Communication Quality in a Super-Wideband Context. ITG Symposium on Speech Communication 2018: 1-5 - [c10]Gabriel Mittag, Sebastian Möller:
Single-Ended Packet Loss Rate Estimation of Transmitted Speech Signals. GlobalSIP 2018: 226-230 - [c9]Gabriel Mittag, Sebastian Möller:
Detecting Packet-Loss Concealment Using Formant Features and Decision Tree Learning. INTERSPEECH 2018: 1883-1887 - [c8]Gabriel Mittag, Sebastian Möller:
Non-intrusive Estimation of Packet Loss Rates in Speech Communication Systems Using Convolutional Neural Networks. ISM 2018: 105-109 - [c7]Rafael Zequeira Jiménez, Gabriel Mittag, Sebastian Möller:
Effect of Number of Stimuli on Users Perception of Different Speech Degradations. A Crowdsourcing Case Study. ISM 2018: 175-179 - [c6]Laura Fernández Gallardo, Gabriel Mittag, Sebastian Möller, John Beerends:
Variable Voice Likability Affecting Subjective Speech Quality Assessments. QoMEX 2018: 1-6 - [c5]Gabriel Mittag, Sebastian Möller, Vincent Barriac, Stephane Ragor:
Quantifying Quality Degradation of the EVS Super-Wideband Speech Codec. QoMEX 2018: 1-6 - [c4]Demóstenes Z. Rodríguez, Gabriel F. Pivaro, Renata Lopes Rosa, Gabriel Mittag, Sebastian Möller:
Improving a Parametric Model for Speech Quality Assessment in Wireless Communication Systems. SoftCOM 2018: 1-5 - [c3]Demóstenes Z. Rodríguez, Gabriel F. Pivaro, Renata Lopes Rosa, Gabriel Mittag, Sebastian Möller:
Quantifying the Quality Improvement of MIMO Transmission Systems in VoIP Communication. SoftCOM 2018: 1-5 - 2017
- [c2]Friedemann Köster, Gabriel Mittag, Sebastian Möller:
Modeling the overall quality of experience on the basis of underlying quality dimensions. QoMEX 2017: 1-6 - 2016
- [c1]Friedemann Köster, Victor Cercos-Llombart, Gabriel Mittag, Sebastian Möller:
Non-Intrusive Estimation Model for the Speech-Quality Dimension Loudness. ITG Symposium on Speech Communication 2016: 1-5
Coauthor Index
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