Lowbit Neural Network Quantization for Speaker Verification

Author:

Wang Haoyu1,Liu Bei1,Wu Yifei1,Chen Zhengyang1,Qian Yanmin1

Affiliation:

1. Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence, AI Institute X-LANCE Lab,Department of Computer Science and Engineering,Shanghai,China

Publisher

IEEE

Reference26 articles.

1. Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus

2. ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression

3. Lowbit quantization of recurrent neural network language models using alternating direction methods of multipliers;xu;IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP),2020

4. Xnornet: Imagenet classification using binary convolutional neural networks;rastegari;European Conference on Computer Vision,2016

5. Knowledge Distillation for Small Foot-print Deep Speaker Embedding

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1. Vector Quantization Knowledge Transfer for End-to-End Text Image Machine Translation;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

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