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Bernd Edler

2 papers · 2018–2021 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

Interspeech (2)

Top co-authors

Fabian-Robert Stöter (1) Emanuël Habets (1) Sebastian Braun (1) Martin Strauss (1) Matteo Torcoli (1) Wolfgang Mack (1) Soumitro Chakrabarty (1) Jouni Paulus (1)

Research topics

Deep Learning (2) Machine Learning (2) Artificial Intelligence (1) Speech & Audio (1) Application Areas (1) Architectures (1) Learning Paradigms (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Synthesis (1) Techniques (1)

Keywords

transfer learning (1) speech enhancement (1) speech dereverberation (1) long short-term memory (1) deep neural network (1) short-time fourier transform (1) bidirectional lstm (1) fine tuning (1) time-frequency mask (1) mask estimation (1) minimum mean squared error (1) music source separation (1) dialog separation (1) neural network (1) mean-squared error optimization (1)

Papers

A Hands-On Comparison of DNNs for Dialog Separation Using Transfer Learning from Music Source Separation Interspeech 2021 Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks Interspeech 2018