Speaker Adaptation for Quantised End-to-End ASR Models

Speaker Adaptation for Quantised End-to-End ASR Models

7 August 2024

Chao Zhang

Thomas Fang Zheng

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Papers citing "Speaker Adaptation for Quantised End-to-End ASR Models"

11 / 11 papers shown

Title
Sharing Low Rank Conformer Weights for Tiny Always-On Ambient Speech Recognition Models Steven M. Hernandez Ding Zhao Shaojin Ding A. Bruguier Rohit Prabhavalkar Tara N. Sainath Yanzhang He Ian McGraw 90 8 0 15 Mar 2023
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 191 3,684 0 06 Dec 2022
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition Kai Zhen Hieu Duy Nguyen Ravi Chinta Nathan Susanj Athanasios Mouchtaris Tariq Afzal Ariya Rastrow MQ 55 12 0 30 Jun 2022
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Switchboard Corpus Junhao Xu Shoukang Hu Xunying Liu Helen M. Meng MQ 67 5 0 23 Jun 2022
4-bit Conformer with Native Quantization Aware Training for Speech Recognition Shaojin Ding Phoenix Meadowlark Yanzhang He Lukasz Lew Shivani Agrawal Oleg Rybakov MQ 50 35 0 29 Mar 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 471 10,367 0 17 Jun 2021
INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices Yiwu Yao Yuchao Li Chengyu Wang Tianhang Yu Houjiang Chen ... Jun Yang Jun Huang Wei Lin Hui Shu Chengfei Lv MQ 31 7 0 28 Oct 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 223 3,139 0 16 May 2020
Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss Qian Zhang Han Lu Hasim Sak Anshuman Tripathi Erik McDermott Stephen Koo Shankar Kumar 86 480 0 07 Feb 2020
Extremely Low Bit Neural Network: Squeeze the Last Bit Out with ADMM Cong Leng Hao Li Shenghuo Zhu Rong Jin MQ 63 287 0 24 Jul 2017
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 259 8,842 0 01 Oct 2015

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