Cheng-I Jeff Lai

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

NeurIPS (2) Interspeech (1)

Top co-authors

Kaizhi Qian (2) Yang Zhang (2) Yung-Sung Chuang (2) Zhifan Ye (1) Yist Y. Lin (1) Shinji Watanabe (1) Yonggan Fu (1) Shiyu Chang (1) Yi-Lun Liao (1) Celine Lin (1)

Research topics

Deep Learning (3) Machine Learning (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Speech & Audio (2) Recognition (2) Artificial Intelligence (1) Learning Paradigms (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1) Techniques (1)

Keywords

self-supervised learning (3) model pruning (2) speech processing (2) speech representation (2) representation learning (2) automatic speech recognition (1) multilingual speech processing (1) efficient computing (1) multilingual speech (1) speech representation learning (1) low-resource asr (1) lottery ticket hypothesis (1) multi-task learning (1) transfer learning (1) speech recognition (1)

Papers

Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NeurIPS 2022 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition NeurIPS 2021 SUPERB: Speech Processing Universal PERformance Benchmark Interspeech 2021