Transformer Model Compression for End-to-End Speech Recognition on Mobile Devices

Author:

Letaifa Leila Ben1,Rouas Jean-Luc1

Affiliation:

1. Univ. de Bordeaux,LaBRI, CNRS UMR 5800, Bordeaux INP,Talence,France

Publisher

IEEE

Reference25 articles.

1. Quantized neural networks: Training neural networks with low pre-cision weights and activations;hubara;The Journal of Machine Learning Research,2017

2. Optimal brain damage;lecun;Advances in neural information processing systems,1989

3. Knowledge Distillation Using Output Errors for Self-attention End-to-end Models

4. Compressing pre-trained language models by matrix decomposition;noach;International Joint Conference on Natural Language Processing,2020

5. Compressing Large-Scale Transformer-Based Models: A Case Study on BERT

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Electrothermal modeling of junctionless vertical Si nanowire transistors for 3D logic circuit design;ESSDERC 2023 - IEEE 53rd European Solid-State Device Research Conference (ESSDERC);2023-09-11

2. Data-Free Backbone Fine-Tuning for Pruned Neural Networks;2023 31st European Signal Processing Conference (EUSIPCO);2023-09-04

3. Fine-grained analysis of the transformer model for efficient pruning;2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA);2022-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3