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Alexandru Nelus
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2020 – today
- 2023
- [c14]Rene Glitza
, Luca Becker, Alexandru Nelus, Rainer Martin:
Database of Simulated Room Impulse Responses for Acoustic Sensor Networks Deployed in Complex Multi-Source Acoustic Environments. EUSIPCO 2023: 246-250 - 2022
- [b1]Alexandru Nelus:
Privacy-preserving audio features for classification and clustering in acoustic sensor networks. Ruhr University Bochum, Germany, 2022 - [c13]Timm Koppelmann, Luca Becker, Alexandru Nelus, Rene Glitza
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. INTERSPEECH 2022: 719-723 - [c12]Luca Becker, Alexandru Nelus, Rene Glitza
Accelerated Unsupervised Clustering in Acoustic Sensor Networks Using Federated Learning and a Variational Autoencoder. IWAENC 2022: 1-5 - 2021
- [j1]Alexandru Nelus
Privacy-Preserving Audio Classification Using Variational Information Feature Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2864-2877 (2021) - [c11]Alexandru Nelus, Rene Glitza
Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. EUSIPCO 2021: 1115-1119 - [c10]Anil M. Nagathil, Florian Göbel, Alexandru Nelus
Computationally Efficient DNN-Based Approximation of an Auditory Model for Applications in Speech Processing. ICASSP 2021: 301-305 - [c9]Alexandru Nelus
Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning. ICASSP 2021: 761-765 - [c8]Timm Koppelmann, Alexandru Nelus, Lea Schönherr, Dorothea Kolossa, Rainer Martin:
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. Interspeech 2021: 876-880 - [i2]Alexandru Nelus, Rene Glitza, Rainer Martin:
Estimation of Microphone Clusters in Acoustic Sensor Networks using Unsupervised Federated Learning. CoRR abs/2102.03109 (2021) - [i1]Alexandru Nelus
Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. CoRR abs/2106.03671 (2021) - 2020
- [c7]Luca Becker, Alexandru Nelus, Johannes Gauer
Audio Feature Extraction for Vehicle Engine Noise Classification. ICASSP 2020: 711-715
2010 – 2019
- 2019
- [c6]Alexandru Nelus, Rainer Martin
Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification. ICASSP 2019: 671-674 - [c5]Alexandru Nelus, Silas Rech, Timm Koppelmann, Henrik Biermann, Rainer Martin:
Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification. INTERSPEECH 2019: 3705-3709 - [c4]Alexandru Nelus, Janek Ebbers, Reinhold Haeb-Umbach, Rainer Martin:
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification. INTERSPEECH 2019: 3710-3714 - 2018
- [c3]Alexandru Nelus
Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction. ITG Symposium on Speech Communication 2018: 1-5 - 2017
- [c2]Alexandru Nelus, Sebastian Gergen, Rainer Martin
Analysis of temporal aggregation and dimensionality reduction on feature sets for speaker identification in wireless acoustic sensor networks. MMSP 2017: 1-6 - 2016
- [c1]Alexandru Nelus, Sebastian Gergen, Jalal Taghia, Rainer Martin:
Towards Opaque Audio Features for Privacy in Acoustic Sensor Networks. ITG Symposium on Speech Communication 2016: 1-5
Coauthor Index
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