Rainer Martin

7 papers · 2019–2023 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird

Conferences

INTERSPEECH (7)

Top co-authors

Timm Koppelmann (4) Alexandru Nelus (4) Lea Schönherr (2) Reinhold Haeb-Umbach (1) Alan Archer-Boyd (1) Daniel Neudek (1) Silas Rech (1) Janek Ebbers (1) Tobias Rosenkranz (1) Dorothea Kolossa (1)

Research topics

Keywords

feature extraction (3) speaker identification (2) wake word detection (2) unsupervised clustering (1) speech processing (1) automatic speech recognition (1) adversarial training (1) pseudo labeling (1) noise reduction (1) speech intelligibility (1) recursive neural network (1) short-time fourier transform (1) feature enhancement (1) direction of arrival (1) siamese network (1) clustered federated learning (1) conversation analysis (1) speech signal (1) hearing aid (1) gender recognition (1)

Papers

Personalized Acoustic Scene Classification in Ultra-low Power Embedded Devices Using Privacy-preserving Data Augmentation INTERSPEECH 2023

Head movements in two- and four-person interactive conversational tasks in noisy and moderately reverberant conditions INTERSPEECH 2023

Short-term Extrapolation of Speech Signals Using Recursive Neural Networks in the STFT Domain INTERSPEECH 2023

Clustering-based Wake Word Detection in Privacy-aware Acoustic Sensor Networks INTERSPEECH 2022

Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification INTERSPEECH 2021

Privacy-Preserving Siamese Feature Extraction for Gender Recognition versus Speaker Identification INTERSPEECH 2019

Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification INTERSPEECH 2019