Fredrik Cumlin

According to our database, Fredrik Cumlin authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

SA-SSL-MOS: Self-supervised Learning MOS Prediction with Spectral Augmentation for Generalized Multi-Rate Speech Assessment.

Fengyuan Cao, Xinyu Liang, Fredrik Cumlin, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee

CoRR, February, 2026

DNS: Data-driven Nonlinear Smoother for Complex Model-free Process.

Fredrik Cumlin, Anubhab Ghosh, Saikat Chatterjee

CoRR, February, 2026

Rho-Perfect: Correlation Ceiling For Subjective Evaluation Datasets.

Fredrik Cumlin

CoRR, February, 2026

VSE: Variational state estimation of complex model-free process.

Gustav Norén, Anubhab Ghosh, Fredrik Cumlin, Saikat Chatterjee

CoRR, January, 2026

2025

Multivariate Probabilistic Assessment of Speech Quality.

Fredrik Cumlin, Xinyu Liang, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Impairments are Clustered in Latents of Deep Neural Network-based Speech Quality Models.

Fredrik Cumlin, Xinyu Liang, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Selection of Layers from Self-supervised Learning Models for Predicting Mean-Opinion-Score of Speech.

Xinyu Liang, Fredrik Cumlin, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2025

2024

DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech.

Fredrik Cumlin, Xinyu Liang, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

DeePMOS-$\mathcal{B}$: Deep Posterior Mean-Opinion-Score Using Beta Distribution.

Xinyu Liang, Fredrik Cumlin, Victor Ungureanu, Chandan K. A. Reddy, Christian Schüldt, Saikat Chatterjee

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

DeePMOS: Deep Posterior Mean-Opinion-Score of Speech.

Xinyu Liang, Fredrik Cumlin, Christian Schüldt, Saikat Chatterjee

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Latent-Based Neural Net for Non-Intrusive Speech Quality Assessment.

Fredrik Cumlin, Christian Schüldt, Saikat Chatterjee

Proceedings of the 31st European Signal Processing Conference, 2023