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: IEEE J. Sel. Top. Signal Process. (2022)
Keyphrases
- semi supervised learning
- automatic speech recognition
- speech recognition
- semi supervised
- unlabeled data
- speech signal
- labeled data
- hidden markov models
- broadcast news
- semi supervised classification
- unsupervised learning
- manifold regularization
- supervised learning
- conversational speech
- machine learning
- co training
- text categorization
- label propagation
- active learning
- training data
- transfer learning
- graph based semi supervised learning
- labeled and unlabeled data
- learning algorithm
- neural network
- high dimensional
- pairwise
- data sets