Nikko Strom

4 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 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

Interspeech (3) NAACL (1)

Top co-authors

Mike Rodehorst (1) Varun Nagaraja (1) Peter Ku (1) Spyros Matsoukas (1) Radhika Arava (1) Vishal Naik (1) Tagyoung Chung (1) Qing Liu (1) Chien-Wei Lin (1) Prakash Krishnan (1)

Research topics

Machine Learning (3) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Generation (1)

Keywords

neural network optimization (2) model compression (2) multi-task learning (1) transfer learning (1) policy learning (1) task-oriented dialogue (1) natural language understanding (1) dialogue state tracking (1) keyword spotting (1) acoustic modeling (1) singular value decomposition (1) distributed training (1) model averaging (1) gradient compression (1) weight quantization (1) low-bit quantization (1) dialogue simulation (1) time delay neural network (1) stochastic gradient descent (1)

Papers

Squashed Weight Distribution for Low Bit Quantization of Deep Models Interspeech 2022 Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems NAACL 2021 Two Tiered Distributed Training Algorithm for Acoustic Modeling Interspeech 2019 Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting Interspeech 2017