Peter Balazs

3 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

Interspeech (2) ICML (1)

Top co-authors

Martin Ehler (2) Daniel Haider (2) Feng Huang (1) Felix Perfler (1) Vincent Lostanlen (1)

Research topics

Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Speech & Audio (1) Analysis (1) Architectures (1) Core Methods (1) Mathematics (1) Optimization & Theory (1)

Keywords

frame theory (2) speaker verification (1) speaker comparison (1) convolutional neural network (1) deep neural network (1) linear algebra (1) speaker identification (1) non-stationary gabor transform (1) frame mask (1) convex geometry (1) harmonic analysis (1) relu layer (1) mixed compressed spectral norm (1) speech enhancement (1) gabor transform (1)

Papers

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement Interspeech 2024 Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction ICML 2023 Harmonic-Aligned Frame Mask Based on Non-Stationary Gabor Transform with Application to Content-Dependent Speaker Comparison Interspeech 2019