Johannes Gehrke

5 papers · 2012–2020 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (3) NSDI (1) OSDI (1)

Top co-authors

Chandan K.A. Reddy (3) Ross Cutler (3) Sriram Srinivasan (2) Ebrahim Beyrami (2) Cheng Li (1) Paul Francis (1) Nuno Preguiça (1) Daniel Porto (1) Ashkan Aazami (1) Jamie Pool (1)

Research topics

Machine Learning (2) Speech & Audio (2) Deep Learning (1) Analysis (1) Application Areas (1) Architectures (1) Core Methods (1) Learning Types (1) Synthesis (1)

Keywords

subjective evaluation (2) speech enhancement (2) deep learning (1) speech analysis (1) real-time processing (1) convolutional neural network (1) noisy label (1) mean opinion score (1) audio impairment (1) supervised classifier (1) deep noise suppression (1) crowdsourced evaluation (1) audio impairment classification (1) voice communication (1) single-channel enhancement (1) noise suppression (1) noisy speech dataset (1) data augmentation (1)

Papers

The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results Interspeech 2020 A Scalable Noisy Speech Dataset and Online Subjective Test Framework Interspeech 2019 Supervised Classifiers for Audio Impairments with Noisy Labels Interspeech 2019 Making Geo-Replicated Systems Fast as Possible, Consistent when Necessary OSDI 2012 Towards Statistical Queries over Distributed Private User Data NSDI 2012