Alexandru Nelus

Alexandru Nelus

Ruhr-Universität Bochum

H-index: 7

Europe-Germany

About Alexandru Nelus

Alexandru Nelus, With an exceptional h-index of 7 and a recent h-index of 6 (since 2020), a distinguished researcher at Ruhr-Universität Bochum, specializes in the field of Machine Learning, Sensor Networks, Audio signal processing and classification, Data Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Database of simulated room impulse responses for acoustic sensor networks deployed in complex multi-source acoustic environments

Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks.

Accelerated unsupervised clustering in acoustic sensor networks using federated learning and a variational autoencoder

Privacy-preserving audio features for classification and clustering in acoustic sensor networks

Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification.

Privacy-preserving audio classification using variational information feature extraction

Unsupervised clustered federated learning in complex multi-source acoustic environments

Computationally efficient DNN-based approximation of an auditory model for applications in speech processing

Alexandru Nelus Information

University

Position

Institute of Communication Acoustics Germany

Citations(all)

100

Citations(since 2020)

92

Cited By

26

hIndex(all)

7

hIndex(since 2020)

6

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Ruhr-Universität Bochum

Google Scholar

View Google Scholar Profile

Alexandru Nelus Skills & Research Interests

Machine Learning

Sensor Networks

Audio signal processing and classification

Data Privacy

Top articles of Alexandru Nelus

Title

Journal

Author(s)

Publication Date

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

2023/9/4

Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks.

Timm Koppelmann

Luca Becker

Alexandru Nelus

Rene Glitza

Lea Schönherr

...

2022

Accelerated unsupervised clustering in acoustic sensor networks using federated learning and a variational autoencoder

Luca Becker

Alexandru Nelus

Rene Glitza

Rainer Martin

2022/9/5

Privacy-preserving audio features for classification and clustering in acoustic sensor networks

Alexandru Nelus

2022/6/24

Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification.

Timm Koppelmann

Alexandru Nelus

Lea Schönherr

Dorothea Kolossa

Rainer Martin

2021

Privacy-preserving audio classification using variational information feature extraction

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Alexandru Nelus

Rainer Martin

2021/8/26

Unsupervised clustered federated learning in complex multi-source acoustic environments

Alexandru Nelus

Rene Glitza

Rainer Martin

2021/8/23

Computationally efficient DNN-based approximation of an auditory model for applications in speech processing

Anil Nagathil

Florian Göbel

Alexandru Nelus

Ian C Bruce

2021/6/6

Estimation of microphone clusters in acoustic sensor networks using unsupervised federated learning

Alexandru Nelus

Rene Glitza

Rainer Martin

2021/6/6

Audio feature extraction for vehicle engine noise classification

Luca Becker

Alexandru Nelus

Johannes Gauer

Lars Rudolph

Rainer Martin

2020/5/4

See List of Professors in Alexandru Nelus University(Ruhr-Universität Bochum)

Co-Authors

H-index: 9
Maximilian Nicolae

Maximilian Nicolae

Universitatea Politehnica din Bucuresti

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