Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR

31 March 2023

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 $1/n$ Parameters 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