A review of on-device fully neural end-to-end automatic speech
recognition algorithms

A review of on-device fully neural end-to-end automatic speech recognition algorithms

14 December 2020

Dhananjaya N. Gowda

Papers citing "A review of on-device fully neural end-to-end automatic speech recognition algorithms"

12 / 12 papers shown

Title
Benchmarking Ultra-Low-Power $μ$ NPUs Josh Millar Yushan Huang Sarab Sethi Hamed Haddadi Anil Madhavapeddy BDL 56 0 0 28 Mar 2025
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 11 1 0 15 Dec 2023
TST: Time-Sparse Transducer for Automatic Speech Recognition Xiaohui Zhang Mangui Liang Zhengkun Tian Jiangyan Yi J. Tao 9 0 0 17 Jul 2023
Macro-block dropout for improved regularization in training end-to-end speech recognition models Chanwoo Kim Sathish Indurti Jinhwan Park Wonyong Sung 19 0 0 29 Dec 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding Niranjan Uma Naresh Ziyan Jiang Ankit Sungjin Lee Jie Hao Xing Fan Chenlei Guo 34 6 0 22 Oct 2022
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 25 0 0 18 Oct 2022
Two-Pass End-to-End ASR Model Compression Nauman Dawalatabad Tushar Vatsal Ashutosh Gupta Sungsoo Kim Shatrughan Singh Dhananjaya N. Gowda Chanwoo Kim 14 5 0 08 Jan 2022
Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages Jiyeon Kim Mehul Kumar Dhananjaya N. Gowda Abhinav Garg Chanwoo Kim 6 5 0 19 Nov 2021
A comparison of streaming models and data augmentation methods for robust speech recognition Jiyeon Kim Mehul Kumar Dhananjaya N. Gowda Abhinav Garg Chanwoo Kim 15 5 0 19 Nov 2021
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet Haichuan Yang Yuan Shangguan Dilin Wang Meng Li P. Chuang Xiaohui Zhang Ganesh Venkatesh Ozlem Kalinli Vikas Chandra 32 14 0 15 Oct 2021
Noisy Training Improves E2E ASR for the Edge Dilin Wang Yuan Shangguan Haichuan Yang P. Chuang Jiatong Zhou Meng Li Ganesh Venkatesh Ozlem Kalinli Vikas Chandra 4 4 0 09 Jul 2021
StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR H. Inaguma Tatsuya Kawahara 15 4 0 01 Jul 2021