Philipp Koch

3 papers · 2017–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

Interspeech (2) ACL (1)

Top co-authors

Alfred Mertins (2) Huy Phan (2) Matthias Aßenmacher (1) Christian Heumann (1) Radoslaw Mazur (1) Marco Maass (1) Maarten De Vos (1) Ian McLoughlin (1) Lam Pham (1) Oliver Y. Chén (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (3) Architectures (2) Learning Types (2) Interdisciplinary (1) Natural Language Processing (1) Speech & Audio (1) Analysis (1) Applications (1) Generation (1) Linguistics (1) Models (1)

Keywords

recurrent neural network (2) audio scene classification (2) convolutional neural network (1) spatio-temporal attention (1) gated recurrent unit (1) text generation evaluation (1) bert score (1) text evaluation (1) semantic evaluation (1) attention pooling (1) convolutional recurrent neural network (1) sequence-to-label classification (1) label tree embedding (1) subsequence aggregation (1) between-class data augmentation (1) model-based metrics (1) text generation (1) semantic deterioration (1) human judgment (1)

Papers

Pre-trained language models evaluating themselves - A comparative study ACL 2022 Spatio-Temporal Attention Pooling for Audio Scene Classification Interspeech 2019 Audio Scene Classification with Deep Recurrent Neural Networks Interspeech 2017