Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word
Speech Recognition

Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition

9 March 2022

Tara N. Sainath

Trevor Strohman

Papers citing "Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition"

12 / 12 papers shown

Title
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach Siqi Li Danni Liu Jan Niehues 26 0 0 13 Sep 2024
Improving Large-scale Deep Biasing with Phoneme Features and Text-only Data in Streaming Transducer Jin Qiu Lu Huang Boyu Li Jun Zhang Lu Lu Zejun Ma 21 3 0 15 Nov 2023
Server-side Rescoring of Spoken Entity-centric Knowledge Queries for Virtual Assistants Youyuan Zhang Sashank Gondala Thiago Fraga-Silva Christophe Van Gysel 35 2 0 02 Nov 2023
Massive End-to-end Models for Short Search Queries Weiran Wang Rohit Prabhavalkar Dongseong Hwang Qiujia Li K. Sim ... Zhong Meng CJ Zheng Yanzhang He Tara N. Sainath P. M. Mengibar 22 2 0 22 Sep 2023
Planning with Logical Graph-based Language Model for Instruction Generation Fan Zhang Kebing Jin H. Zhuo LRM 32 3 0 26 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Erik Cambria Björn W. Schuller LM&MA AuLLM 31 37 0 24 Aug 2023
Text Injection for Capitalization and Turn-Taking Prediction in Speech Models Shaan Bijwadia Shuo-yiin Chang Weiran Wang Zhong Meng Hao Zhang Tara N. Sainath 24 1 0 14 Aug 2023
Speech Corpora Divergence Based Unsupervised Data Selection for ASR Changfeng Gao Gaofeng Cheng Pengyuan Zhang Yonghong Yan 6 0 0 26 Feb 2023
Massively Multilingual Shallow Fusion with Large Language Models Ke Hu Tara N. Sainath Bo-wen Li Nan Du Yanping Huang Andrew M. Dai Yu Zhang Rodrigo Cabrera Z. Chen Trevor Strohman 30 13 0 17 Feb 2023
Memory Augmented Lookup Dictionary based Language Modeling for Automatic Speech Recognition Yukun Feng Ming Tu Rui Xia Chuanzeng Huang Yuxuan Wang RALM 27 0 0 30 Dec 2022
Improving Rare Word Recognition with LM-aware MWER Training Weiran Wang Tongzhou Chen Tara N. Sainath Ehsan Variani Rohit Prabhavalkar ... S. Mavandadi Cal Peyser Trevor Strohman Yanzhang He David Rybach KELM 24 13 0 15 Apr 2022
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 591 0 14 Jul 2021