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Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR
31 March 2023
Rami Botros
Anmol Gulati
Tara N. Sainath
K. Choromanski
Ruoming Pang
Trevor Strohman
Weiran Wang
Jiahui Yu
MQ
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Papers citing
"Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR"
4 / 4 papers shown
Title
On the compression of shallow non-causal ASR models using knowledge distillation and tied-and-reduced decoder for low-latency on-device speech recognition
Nagaraj Adiga
Jinhwan Park
Chintigari Shiva Kumar
Shatrughan Singh
Kyungmin Lee
Chanwoo Kim
Dhananjaya N. Gowda
18
1
0
15 Dec 2023
Federated Learning with Differential Privacy for End-to-End Speech Recognition
Martin Pelikan
Sheikh Shams Azam
Vitaly Feldman
Jan Honza Silovsky
Kunal Talwar
Tatiana Likhomanenko
37
8
0
29 Sep 2023
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with
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Aston Zhang
Yi Tay
Shuai Zhang
Alvin Chan
A. Luu
S. Hui
Jie Fu
MQ
179
83
0
17 Feb 2021
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
Yangyang Shi
Yongqiang Wang
Chunyang Wu
Ching-Feng Yeh
Julian Chan
Frank Zhang
Duc Le
M. Seltzer
56
168
0
21 Oct 2020
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