Fabian-Robert Stöter

3 papers · 2018–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

Interspeech (2) ICML (1)

Top co-authors

David Ditter (1) Antoine Deleforge (1) Emmanuel Vincent (1) Emanuël Habets (1) Efthymios Tzinis (1) Joris Cosentino (1) Samuele Cornell (1) Michel Olvera (1) Szymon Majewski (1) Ariel Frank (1)

Research topics

Machine Learning (3) Optimization & Theory · Machine Learning (3) Deep Learning (1) Mathematics & Optimization (1) Speech & Audio (1) Application Areas (1) Architectures (1) Core Methods (1) Optimization (1) Optimization & Theory · Deep Learning (1) Synthesis (1)

Keywords

generative modeling (1) optimal transport (1) model architecture (1) deep learning (1) speech enhancement (1) speech dereverberation (1) audio source separation (1) diffusion model (1) long short-term memory (1) deep neural network (1) gradient flow (1) short-time fourier transform (1) bidirectional lstm (1) sliced wasserstein (1) time-frequency mask (1) mask estimation (1) minimum mean squared error (1) neural network (1) mean-squared error optimization (1)

Papers

Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers Interspeech 2020 Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions ICML 2019 Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks Interspeech 2018