Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2312.08553
Cited By
USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models
13 December 2023
Shaojin Ding
David Qiu
David Rim
Yanzhang He
Oleg Rybakov
Bo-wen Li
Rohit Prabhavalkar
Weiran Wang
Tara N. Sainath
Zhonglin Han
Jian Li
Amir Yazdanbakhsh
Shivani Agrawal
MQ
Re-assign community
ArXiv
PDF
HTML
Papers citing
"USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models"
8 / 8 papers shown
Title
On The Landscape of Spoken Language Models: A Comprehensive Survey
Siddhant Arora
Kai-Wei Chang
Chung-Ming Chien
Yifan Peng
Haibin Wu
Yossi Adi
Emmanuel Dupoux
Hung-yi Lee
Karen Livescu
Shinji Watanabe
45
2
0
11 Apr 2025
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models
Dominik Wagner
Ilja Baumann
K. Riedhammer
Tobias Bocklet
MQ
30
1
0
16 Jun 2024
One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model
Zhaoqing Li
Haoning Xu
Tianzi Wang
Shoukang Hu
Zengrui Jin
Shujie Hu
Jiajun Deng
Mingyu Cui
Mengzhe Geng
Xunying Liu
MQ
21
1
0
14 Jun 2024
USM RNN-T model weights binarization
Oleg Rybakov
Dmitriy Serdyuk
Chengjian Zheng
MQ
26
0
0
05 Jun 2024
Effective Interplay between Sparsity and Quantization: From Theory to Practice
Simla Burcu Harma
Ayan Chakraborty
Elizaveta Kostenok
Danila Mishin
Dongho Ha
...
Martin Jaggi
Ming Liu
Yunho Oh
Suvinay Subramanian
Amir Yazdanbakhsh
MQ
29
4
0
31 May 2024
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
Yifan Peng
Yui Sudo
Muhammad Shakeel
Shinji Watanabe
VLM
35
17
0
20 Feb 2024
Scaling Speech Technology to 1,000+ Languages
Vineel Pratap
Andros Tjandra
Bowen Shi
Paden Tomasello
Arun Babu
...
Yossi Adi
Xiaohui Zhang
Wei-Ning Hsu
Alexis Conneau
Michael Auli
VLM
73
297
0
22 May 2023
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
Yu Zhang
Wei Han
James Qin
Yongqiang Wang
Ankur Bapna
...
Pedro J. Moreno
Chung-Cheng Chiu
J. Schalkwyk
Franccoise Beaufays
Yonghui Wu
VLM
77
250
0
02 Mar 2023
1
