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Using External Off-Policy Speech-To-Text Mappings in Contextual
  End-To-End Automated Speech Recognition

Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition

6 January 2023
David M. Chan
Shalini Ghosh
Ariya Rastrow
Björn Hoffmeister
    OffRL
ArXiv (abs)PDFHTML

Papers citing "Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition"

28 / 28 papers shown
Title
Improved Vector Quantized Diffusion Models
Improved Vector Quantized Diffusion Models
Zhicong Tang
Shuyang Gu
Jianmin Bao
Dong Chen
Fang Wen
DiffM
221
63
0
31 May 2022
Contextual Adapters for Personalized Speech Recognition in Neural
  Transducers
Contextual Adapters for Personalized Speech Recognition in Neural Transducers
Kanthashree Mysore Sathyendra
Thejaswi Muniyappa
Feng-Ju Chang
Jing Liu
Jinru Su
Grant P. Strimel
Athanasios Mouchtaris
Siegfried Kunzmann
76
79
0
26 May 2022
Memorizing Transformers
Memorizing Transformers
Yuhuai Wu
M. Rabe
DeLesley S. Hutchins
Christian Szegedy
RALM
100
178
0
16 Mar 2022
CUE Vectors: Modular Training of Language Models Conditioned on Diverse
  Contextual Signals
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals
Scott Novotney
Sreeparna Mukherjee
Zeeshan Ahmed
A. Stolcke
49
5
0
16 Mar 2022
Retrieval-Augmented Reinforcement Learning
Retrieval-Augmented Reinforcement Learning
Anirudh Goyal
A. Friesen
Andrea Banino
T. Weber
Nan Rosemary Ke
...
Michal Valko
Simon Osindero
Timothy Lillicrap
N. Heess
Charles Blundell
OffRL
66
55
0
17 Feb 2022
Improving language models by retrieving from trillions of tokens
Improving language models by retrieving from trillions of tokens
Sebastian Borgeaud
A. Mensch
Jordan Hoffmann
Trevor Cai
Eliza Rutherford
...
Simon Osindero
Karen Simonyan
Jack W. Rae
Erich Elsen
Laurent Sifre
KELMRALM
251
1,099
0
08 Dec 2021
Context-Aware Transformer Transducer for Speech Recognition
Context-Aware Transformer Transducer for Speech Recognition
Feng-Ju Chang
Jing Liu
Martin H. Radfar
Athanasios Mouchtaris
M. Omologo
Ariya Rastrow
Siegfried Kunzmann
54
85
0
05 Nov 2021
Fast Contextual Adaptation with Neural Associative Memory for On-Device
  Personalized Speech Recognition
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition
Tsendsuren Munkhdalai
K. Sim
Angad Chandorkar
Fan Gao
Mason Chua
Trevor Strohman
F. Beaufays
69
34
0
05 Oct 2021
Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents
Ashish Shenoy
S. Bodapati
Katrin Kirchhoff
27
5
0
18 Mar 2021
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for
  Pairwise Sentence Scoring Tasks
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks
Nandan Thakur
Nils Reimers
Johannes Daxenberger
Iryna Gurevych
291
249
0
16 Oct 2020
Nearest Neighbor Machine Translation
Nearest Neighbor Machine Translation
Urvashi Khandelwal
Angela Fan
Dan Jurafsky
Luke Zettlemoyer
M. Lewis
RALM
66
286
0
01 Oct 2020
Conformer: Convolution-augmented Transformer for Speech Recognition
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
229
3,155
0
16 May 2020
OK-VQA: A Visual Question Answering Benchmark Requiring External
  Knowledge
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge
Kenneth Marino
Mohammad Rastegari
Ali Farhadi
Roozbeh Mottaghi
117
1,090
0
31 May 2019
Generating Long Sequences with Sparse Transformers
Generating Long Sequences with Sparse Transformers
R. Child
Scott Gray
Alec Radford
Ilya Sutskever
129
1,915
0
23 Apr 2019
Improving Question Answering with External Knowledge
Improving Question Answering with External Knowledge
Xiaoman Pan
Kai Sun
Dian Yu
Jianshu Chen
Heng Ji
Claire Cardie
Dong Yu
KELM
65
66
0
03 Feb 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
Zihang Dai
Zhilin Yang
Yiming Yang
J. Carbonell
Quoc V. Le
Ruslan Salakhutdinov
VLM
260
3,745
0
09 Jan 2019
Scalable language model adaptation for spoken dialogue systems
Scalable language model adaptation for spoken dialogue systems
Ankur Gandhe
Ariya Rastrow
Björn Hoffmeister
42
21
0
11 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLMSSLSSeg
1.8K
95,175
0
11 Oct 2018
SentencePiece: A simple and language independent subword tokenizer and
  detokenizer for Neural Text Processing
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Taku Kudo
John Richardson
206
3,528
0
19 Aug 2018
Dialog-context aware end-to-end speech recognition
Dialog-context aware end-to-end speech recognition
Suyoun Kim
Florian Metze
48
47
0
07 Aug 2018
A Unified Framework for Domain Adaptation using Metric Learning on
  Manifolds
A Unified Framework for Domain Adaptation using Metric Learning on Manifolds
Sridhar Mahadevan
Bamdev Mishra
Shalini Ghosh
56
26
0
28 Apr 2018
Personalized Language Model for Query Auto-Completion
Personalized Language Model for Query Auto-Completion
Aaron Jaech
Mari Ostendorf
RALM
49
65
0
25 Apr 2018
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
786
132,363
0
12 Jun 2017
Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech
  Recognition
Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition
A. Kumar
C. Morales
Maria-Esther Vidal
C. Schmidt
Sören Auer
13
6
0
22 May 2017
Billion-scale similarity search with GPUs
Billion-scale similarity search with GPUs
Jeff Johnson
Matthijs Douze
Hervé Jégou
257
3,737
0
28 Feb 2017
Dialog Context Language Modeling with Recurrent Neural Networks
Dialog Context Language Modeling with Recurrent Neural Networks
Bing-Quan Liu
Ian Lane
LRM
36
31
0
15 Jan 2017
Efficient and robust approximate nearest neighbor search using
  Hierarchical Navigable Small World graphs
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs
Yury Malkov
Dmitry A. Yashunin
AI4TS
143
1,474
0
30 Mar 2016
Image Captioning and Visual Question Answering Based on Attributes and
  External Knowledge
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge
Qi Wu
Chunhua Shen
Anton Van Den Hengel
Peng Wang
A. Dick
66
362
0
09 Mar 2016
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