Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding
Author:
Affiliation:
1. Carnegie Mellon University,Pittsburgh,PA,USA
2. ASAPP Inc.,Mountain View,CA,USA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10094559/10094560/10095780.pdf?arnumber=10095780
Reference44 articles.
1. TinyBERT: Distilling BERT for Natural Language Understanding
2. Pytorch: An imperative style, high-performance deep learning library;paszke;Proc NeurIPS,2019
3. DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter;sanh,2019
4. Learning Sparse Neural Networks through L0 Regularization;louizos;ICLRE,2018
5. Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert
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