Alexandru Nelus

18 papers A 4C 1Misc 4Journal 3Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Database of Simulated Room Impulse Responses for Acoustic Sensor Networks Deployed in Complex Multi-Source Acoustic Environments. EUSIPCO Rene Glitza, Luca Becker, Alexandru Nelus, Rainer Martin
2022	—	`conf`	Accelerated Unsupervised Clustering in Acoustic Sensor Networks Using Federated Learning and a Variational Autoencoder. IWAENC Luca Becker, Alexandru Nelus, Rene Glitza, Rainer Martin
2022	A	`conf`	Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. INTERSPEECH Timm Koppelmann, Luca Becker, Alexandru Nelus, Rene Glitza, Lea Schönherr, Rainer Martin
2022	—	`—`	Privacy-preserving audio features for classification and clustering in acoustic sensor networks. Alexandru Nelus
2021	Misc	`conf`	Computationally Efficient DNN-Based Approximation of an Auditory Model for Applications in Speech Processing. ICASSP Anil M. Nagathil, Florian Göbel, Alexandru Nelus, Ian C. Bruce
2021	Misc	`conf`	Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning. ICASSP Alexandru Nelus, Rene Glitza, Rainer Martin
2021	J	`jnl`	Estimation of Microphone Clusters in Acoustic Sensor Networks using Unsupervised Federated Learning. CoRR Alexandru Nelus, Rene Glitza, Rainer Martin
2021	J	`jnl`	Privacy-Preserving Audio Classification Using Variational Information Feature Extraction. IEEE ACM Trans. Audio Speech Lang. Process. Alexandru Nelus, Rainer Martin
2021	A	`conf`	Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. Interspeech Timm Koppelmann, Alexandru Nelus, Lea Schönherr, Dorothea Kolossa, Rainer Martin
2021	—	`conf`	Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. EUSIPCO Alexandru Nelus, Rene Glitza, Rainer Martin
2021	J	`jnl`	Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. CoRR Alexandru Nelus, Rene Glitza, Rainer Martin
2020	Misc	`conf`	Audio Feature Extraction for Vehicle Engine Noise Classification. ICASSP Luca Becker, Alexandru Nelus, Johannes Gauer, Lars Rudolph, Rainer Martin
2019	A	`conf`	Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification. INTERSPEECH Alexandru Nelus, Silas Rech, Timm Koppelmann, Henrik Biermann, Rainer Martin
2019	A	`conf`	Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification. INTERSPEECH Alexandru Nelus, Janek Ebbers, Reinhold Haeb-Umbach, Rainer Martin
2019	Misc	`conf`	Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification. ICASSP Alexandru Nelus, Rainer Martin
2018	—	`conf`	Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction. ITG Symposium on Speech Communication Alexandru Nelus, Rainer Martin
2017	C	`conf`	Analysis of temporal aggregation and dimensionality reduction on feature sets for speaker identification in wireless acoustic sensor networks. MMSP Alexandru Nelus, Sebastian Gergen, Rainer Martin
2016	—	`conf`	Towards Opaque Audio Features for Privacy in Acoustic Sensor Networks. ITG Symposium on Speech Communication Alexandru Nelus, Sebastian Gergen, Jalal Taghia, Rainer Martin