Alexandru Nelus

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Feature Extraction

Speaker Identification

Gender Recognition

Temporal Aggregation

Top Venues

ITG Symposium on Speech Communication

Publications

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)
Timm Koppelmann, Luca Becker, Alexandru Nelus, Rene Glitza, Lea Schönherr, Rainer Martin
Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. INTERSPEECH (2022)
Luca Becker, Alexandru Nelus, Rene Glitza, Rainer Martin
Accelerated Unsupervised Clustering in Acoustic Sensor Networks Using Federated Learning and a Variational Autoencoder. IWAENC (2022)
Alexandru Nelus, Rene Glitza, Rainer Martin
Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. EUSIPCO (2021)
Alexandru Nelus, Rene Glitza, Rainer Martin
Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. CoRR (2021)
Alexandru Nelus, Rainer Martin
Privacy-Preserving Audio Classification Using Variational Information Feature Extraction. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Alexandru Nelus, Rene Glitza, Rainer Martin
Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning. ICASSP (2021)
Alexandru Nelus, Rene Glitza, Rainer Martin
Estimation of Microphone Clusters in Acoustic Sensor Networks using Unsupervised Federated Learning. CoRR (2021)
Anil M. Nagathil, Florian Göbel, Alexandru Nelus, Ian C. Bruce
Computationally Efficient DNN-Based Approximation of an Auditory Model for Applications in Speech Processing. ICASSP (2021)
Timm Koppelmann, Alexandru Nelus, Lea Schönherr, Dorothea Kolossa, Rainer Martin
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. Interspeech (2021)
Luca Becker, Alexandru Nelus, Johannes Gauer, Lars Rudolph, Rainer Martin
Audio Feature Extraction for Vehicle Engine Noise Classification. ICASSP (2020)
Alexandru Nelus, Rainer Martin
Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification. ICASSP (2019)
Alexandru Nelus, Janek Ebbers, Reinhold Haeb-Umbach, Rainer Martin
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification. INTERSPEECH (2019)
Alexandru Nelus, Silas Rech, Timm Koppelmann, Henrik Biermann, Rainer Martin
Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification. INTERSPEECH (2019)
Alexandru Nelus, Rainer Martin
Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction. ITG Symposium on Speech Communication (2018)
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)
Alexandru Nelus, Sebastian Gergen, Jalal Taghia, Rainer Martin
Towards Opaque Audio Features for Privacy in Acoustic Sensor Networks. ITG Symposium on Speech Communication (2016)