2021
ACL
ACL 2021
Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction
Abstract
AbstractWe describe three baseline beating systems for the high-resource English-only sub-task of the SIGMORPHON 2021 Shared Task 1: a small ensemble that Dialpad’s speech recognition team uses internally, a well-known off-the-shelf model, and a larger ensemble model comprising these and others. We additionally discuss the challenges related to the provided data, along with the processing steps we took.
🌉
Interdisciplinary Bridge
— Deep Learning and Natural Language Processing and Speech & Audio
🧭
Keyword Pioneer
— grapheme-to-phoneme prediction
🐝
Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio