Gabriel Mittag

According to our database, Gabriel Mittag authored at least 37 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Balancing Generalization and Specialization: Offline Metalearning for Bandwidth Estimation.

Aashish Gottipati, Sami Khairy, Yasaman Hosseinkashi, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Ross Cutler

CoRR, 2024

ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge.

Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler

Proceedings of the 15th ACM Multimedia Systems Conference, 2024

2023

Real-time Bandwidth Estimation from Offline Expert Demonstrations.

Aashish Gottipati, Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler

CoRR, 2023

LSTM-Based Video Quality Prediction Accounting for Temporal Distortions in Videoconferencing Calls.

Gabriel Mittag, Babak Naderi, Vishak Gopal, Ross Cutler

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Machine learning based speech quality prediction.

Gabriel Mittag

PhD thesis, 2022

ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications.

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

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Deep Learning Based Speech Quality Prediction

Gabriel Mittag

Springer, ISBN: 978-3-030-91478-3, 2022

2021

Visualising and Explaining Deep Learning Models for Speech Quality Prediction.

Henrik Tilkorn, Gabriel Mittag, Sebastian Möller

CoRR, 2021

Bias-Aware Loss for Training Image and Speech Quality Prediction Models from Multiple Datasets.

Gabriel Mittag, Saman Zadtootaghaj, Thilo Michael, Babak Naderi, Sebastian Möller

Proceedings of the 13th International Conference on Quality of Multimedia Experience, 2021

Removing the Bias in Speech Quality Scores Collected in Noisy Crowdsourcing Environments.

Rafael Zequeira Jiménez, Gabriel Mittag, Sebastian Möller

Proceedings of the 13th International Conference on Quality of Multimedia Experience, 2021

NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets.

Gabriel Mittag, Babak Naderi, Assmaa Chehadi, Sebastian Möller

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Extending the Fullband E-Model Towards Background Noise, Bursty Packet Loss, and Conversational Degradations.

Thilo Michael, Gabriel Mittag, Andreas Bütow, Sebastian Möller

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Effect of Language Proficiency on Subjective Evaluation of Noise Suppression Algorithms.

Babak Naderi, Gabriel Mittag, Rafael Zequeira Jiménez, Sebastian Möller

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Analyzing the Fullband E-Model and Extending it for Predicting Bursty Packet Loss.

Thilo Michael, Gabriel Mittag, Sebastian Möller

Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

DNN No-Reference PSTN Speech Quality Prediction.

Gabriel Mittag, Ross Cutler, Yasaman Hosseinkashi, Michael Revow, Sriram Srinivasan, Naglakshmi Chande, Robert Aichner

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Deep Learning Based Assessment of Synthetic Speech Naturalness.

Gabriel Mittag, Sebastian Möller

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Non-Intrusive Diagnostic Monitoring of Fullband Speech Quality.

Sebastian Möller, Tobias Hübschen, Thilo Michael, Gabriel Mittag, Gerhard Schmidt

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Full-Reference Speech Quality Estimation with Attentional Siamese Neural Networks.

Gabriel Mittag, Sebastian Möller

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Speech Quality Assessment in Wireless Communications With MIMO Systems Using a Parametric Model.

Demóstenes Z. Rodríguez, Renata Lopes Rosa, Franciscone Luiz de Almeida Junior, Gabriel Mittag, Sebastian Möller

IEEE Access, 2019

Impact of FEC codes on speech communication quality using WB E-model algorithm.

Demóstenes Zegarra Rodríguez, Miguel Arjona Ramírez, Leonardo Fernandes Bernardes, Gabriel Mittag, Sebastian Möller

Proceedings of the 2019 Wireless Days, 2019

Semantic Labeling of Quality Impairments in Speech Spectrograms with Deep Convolutional Networks.

Gabriel Mittag, Sebastian Möller

Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

Quality Degradation Diagnosis for Voice Networks - Estimating the Perceived Noisiness, Coloration, and Discontinuity of Transmitted Speech.

Gabriel Mittag, Sebastian Möller

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Extending the E-Model Towards Super-Wideband and Fullband Speech Communication Scenarios.

Sebastian Möller, Gabriel Mittag, Thilo Michael, Vincent Barriac, Hitoshi Aoki

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Quality Estimation of Noisy Speech Using Spectral Entropy Distance.

Gabriel Mittag, Sebastian Möller

Proceedings of the 26th International Conference on Telecommunications, 2019

Non-intrusive Speech Quality Assessment for Super-wideband Speech Communication Networks.

Gabriel Mittag, Sebastian Möller

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Quantifying the Quality Improvement of MIMO Transmission Systems in VoIP Communication.

Demóstenes Z. Rodríguez, Gabriel F. Pivaro, Renata Lopes Rosa, Gabriel Mittag, Sebastian Möller

Proceedings of the 26th International Conference on Software, 2018

Improving a Parametric Model for Speech Quality Assessment in Wireless Communication Systems.

Demóstenes Z. Rodríguez, Gabriel F. Pivaro, Renata Lopes Rosa, Gabriel Mittag, Sebastian Möller

Proceedings of the 26th International Conference on Software, 2018

Quantifying Quality Degradation of the EVS Super-Wideband Speech Codec.

Gabriel Mittag, Sebastian Möller, Vincent Barriac, Stephane Ragor

Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

Variable Voice Likability Affecting Subjective Speech Quality Assessments.

Laura Fernández Gallardo, Gabriel Mittag, Sebastian Möller, John Beerends

Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

Non-intrusive Estimation of Packet Loss Rates in Speech Communication Systems Using Convolutional Neural Networks.

Gabriel Mittag, Sebastian Möller

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

Effect of Number of Stimuli on Users Perception of Different Speech Degradations. A Crowdsourcing Case Study.

Rafael Zequeira Jiménez, Gabriel Mittag, Sebastian Möller

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

Detecting Packet-Loss Concealment Using Formant Features and Decision Tree Learning.

Gabriel Mittag, Sebastian Möller

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Single-Ended Packet Loss Rate Estimation of Transmitted Speech Signals.

Gabriel Mittag, Sebastian Möller

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Diagnostic and Summative Approach for Predicting Speech Communication Quality in a Super-Wideband Context.

Sebastian Möller, Tobias Hübschen, Gabriel Mittag, Gerhard Schmidt

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

Signal-based Root Cause Analysis of Quality Impairments in Speech Communication Networks.

Tobias Hübschen, Gabriel Mittag, Sebastian Möller, Gerhard Schmidt

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2017

Modeling the overall quality of experience on the basis of underlying quality dimensions.

Friedemann Köster, Gabriel Mittag, Sebastian Möller

Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

2016

Non-Intrusive Estimation Model for the Speech-Quality Dimension Loudness.

Friedemann Köster, Victor Cercos-Llombart, Gabriel Mittag, Sebastian Möller

Proceedings of the 12th ITG Symposium on Speech Communication, 2016