Jan K Chorowski

2 papers · 2015–2022 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🌱 Topic Pioneer 📈 Trend Setter

Venues

NeurIPS (2)

Top co-authors

Kyunghyun Cho (1) Adrian Lancucki (1) Dzmitry Bahdanau (1) Ricard Marxer (1) Yoshua Bengio (1) Santiago Cuervo (1) Dmitriy Serdyuk (1) Paweł Rychlikowski (1)

Research topics

Deep Learning (2) Machine Learning (2) Speech & Audio (2) Core Methods (2) Artificial Intelligence (1) Analysis (1) Architectures (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Recognition (1) Techniques (1)

Keywords

sequence generation (1) self-supervised learning (1) attention mechanism (1) speech recognition (1) hierarchical representation (1) phoneme recognition (1) recurrent neural network (1) negative sampling (1) speech representation (1) acoustic unit discovery (1) contrastive predictive coding (1) phoneme error rate (1) location-aware attention (1) recurrent sequence generator (1)

Papers

Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NeurIPS 2022 Attention-Based Models for Speech Recognition NeurIPS 2015