BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition.
Yu ZhangDaniel S. ParkWei HanJames QinAnmol GulatiJoel ShorAren JansenYuanzhong XuYanping HuangShibo WangZongwei ZhouBo LiMin MaWilliam ChanJiahui YuYongqiang WangLiangliang CaoKhe Chai SimBhuvana RamabhadranTara N. SainathFrançoise BeaufaysZhifeng ChenQuoc V. LeChung-Cheng ChiuRuoming PangYonghui WuPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- automatic speech recognition
- speech recognition
- semi supervised
- unlabeled data
- speech signal
- hidden markov models
- labeled data
- supervised learning
- unsupervised learning
- conversational speech
- broadcast news
- semi supervised classification
- manifold regularization
- co training
- machine learning
- training data
- label propagation
- active learning
- text categorization
- semi supervised learning algorithms
- transfer learning
- graph based semi supervised learning
- pairwise
- image processing
- real world
- query expansion
- natural language