Alexander Gerstenberger

2 papers · 2021–2022 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

Interspeech (2)

Top co-authors

Hermann Ney (2) Yingbo Gao (2) Ralf Schlüter (2) David Thulke (1) Jintao Jiang (1) Khoa Viet Tran (1) Zijian Yang (1)

Research topics

Machine Learning (2) Speech & Audio (2) Optimization & Theory · Machine Learning (2) Recognition (2) Deep Learning (1) Natural Language Processing (1) Core Methods (1) Generation (1) Optimization & Theory · Deep Learning (1)

Keywords

noise contrastive estimation (2) neural language model (2) neural language modeling (2) importance sampling (2) softmax approximation (1) word error rate (1) lattice rescoring (1) softmax normalization (1) vocabulary sampling (1) self-normalized importance sampling (1) monte carlo sampling (1) sampling method (1) cross entropy (1)

Papers

Self-Normalized Importance Sampling for Neural Language Modeling Interspeech 2022 On Sampling-Based Training Criteria for Neural Language Modeling Interspeech 2021