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Bozena Kostek

3 papers · 2019–2021 · 1 venue · across top CS/AI venues

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Achievements

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Venues

Interspeech (3)

Top co-authors

Daniel Korzekwa (3) Thomas Drugman (3) Jaime Lorenzo-Trueba (2) Roberto Barra-Chicote (2) Grzegorz Beringer (1) Szymon Zaporowski (1) Mateusz Lajszczak (1) Shira Calamaro (1) Alicja Serafinowicz (1) Jasha Droppo (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (2) Learning Types (2) Artificial Intelligence (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Core AI (1) Core Methods (1) Models (1)

Keywords

non-native speech (2) attention mechanism (1) weakly supervised learning (1) data augmentation (1) speech recognition (1) multi-label classification (1) latent space (1) pronunciation error detection (1) speech reconstruction (1) dysarthria detection (1) neural text-to-speech (1) lexical stress detection (1) interpretable deep learning (1) multi-task learning (1) phoneme recognizer (1)

Papers

Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention Interspeech 2021 Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech Interspeech 2021 Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech Interspeech 2019