Towards Opaque Audio Features for Privacy in Acoustic Sensor Networks. - Alexandru Nelus; Sebastian Gergen; Jalal Taghia; Rainer Martin 001 (ITG Symposium on Speech Communication, 2016)

Analysis of temporal aggregation and dimensionality reduction on feature sets for speaker identification in wireless acoustic sensor networks. - Alexandru Nelus; Sebastian Gergen; Rainer Martin 001 (MMSP, 2017)

Gender Discrimination Versus Speaker Identification Through Privacy-Aware Adversarial Feature Extraction. - Alexandru Nelus; Rainer Martin 001 (ITG Symposium on Speech Communication, 2018)

Privacy-aware Feature Extraction for Gender Discrimination versus Speaker Identification. - Alexandru Nelus; Rainer Martin 001 (ICASSP, 2019)

Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification. - Alexandru Nelus; Janek Ebbers; Reinhold Haeb-Umbach; Rainer Martin 001 (INTERSPEECH, 2019)

Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification. - Alexandru Nelus; Silas Rech; Timm Koppelmann; Henrik Biermann; Rainer Martin 001 (INTERSPEECH, 2019)

Audio Feature Extraction for Vehicle Engine Noise Classification. - Luca Becker; Alexandru Nelus; Johannes Gauer; Lars Rudolph; Rainer Martin 001 (ICASSP, 2020)

Unsupervised Clustered Federated Learning in Complex Multi-source Acoustic Environments. - Alexandru Nelus; Rene Glitza; Rainer Martin 001 (EUSIPCO, 2021)

Computationally Efficient DNN-Based Approximation of an Auditory Model for Applications in Speech Processing. - Anil M. Nagathil; Florian Göbel; Alexandru Nelus; Ian C. Bruce (ICASSP, 2021)

Estimation of Microphone Clusters in Acoustic Sensor Networks Using Unsupervised Federated Learning. - Alexandru Nelus; Rene Glitza; Rainer Martin 001 (ICASSP, 2021)

Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. - Timm Koppelmann; Alexandru Nelus; Lea Schönherr; Dorothea Kolossa; Rainer Martin 001 (Interspeech, 2021)

Privacy-Preserving Audio Classification Using Variational Information Feature Extraction. - Alexandru Nelus; Rainer Martin 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks. - Timm Koppelmann; Luca Becker; Alexandru Nelus; Rene Glitza; Lea Schönherr; Rainer Martin 001 (INTERSPEECH, 2022)

Accelerated Unsupervised Clustering in Acoustic Sensor Networks Using Federated Learning and a Variational Autoencoder. - Luca Becker; Alexandru Nelus; Rene Glitza; Rainer Martin 001 (IWAENC, 2022)

Privacy-preserving audio features for classification and clustering in acoustic sensor networks. - Alexandru Nelus (2022)

Database of Simulated Room Impulse Responses for Acoustic Sensor Networks Deployed in Complex Multi-Source Acoustic Environments. - Rene Glitza; Luca Becker; Alexandru Nelus; Rainer Martin 001 (EUSIPCO, 2023)