Contextual Adapters for Personalized Speech Recognition in Neural Transducers

26 May 2022

Kanthashree Mysore Sathyendra

Athanasios Mouchtaris

Siegfried Kunzmann

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Papers citing "Contextual Adapters for Personalized Speech Recognition in Neural Transducers"

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Title
Context-Aware Transformer Transducer for Speech Recognition Feng-Ju Chang Jing Liu Martin H. Radfar Athanasios Mouchtaris M. Omologo Ariya Rastrow Siegfried Kunzmann 31 80 0 05 Nov 2021
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion Duc Le Mahaveer Jain Gil Keren Suyoun Kim Yangyang Shi ... Yuan Shangguan Christian Fuegen Ozlem Kalinli Yatharth Saraf M. Seltzer 41 93 0 05 Apr 2021
Personalization Strategies for End-to-End Speech Recognition Systems Aditya Gourav Linda Liu Ankur Gandhe Yile Gu Guitang Lan ... Gautam Tiwari Denis Filimonov Ariya Rastrow A. Stolcke I. Bulyko 35 39 0 15 Feb 2021
A Better and Faster End-to-End Model for Streaming ASR Yue Liu Anmol Gulati Jiahui Yu Tara N. Sainath Chung-Cheng Chiu ... Wei Han Qiao Liang Yu Zhang Trevor Strohman Yonghui Wu AuLLM 101 123 0 21 Nov 2020
Deep Shallow Fusion for RNN-T Personalization Duc Le Gil Keren Julian Chan Jay Mahadeokar Christian Fuegen M. Seltzer 26 77 0 16 Nov 2020
Contextual RNN-T For Open Domain ASR Mahaveer Jain Gil Keren Jay Mahadeokar Geoffrey Zweig Florian Metze Yatharth Saraf 10 98 0 04 Jun 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 188 3,082 0 16 May 2020
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 170 4,368 0 02 Feb 2019
Streaming End-to-end Speech Recognition For Mobile Devices Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw R. Álvarez ... K. Sim Tom Bagby Shuo-yiin Chang Kanishka Rao A. Gruenstein 68 624 0 15 Nov 2018
Deep context: end-to-end contextual speech recognition Golan Pundak Tara N. Sainath Rohit Prabhavalkar Anjuli Kannan Ding Zhao 33 181 0 07 Aug 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 144 1,153 0 29 Apr 2018
Efficient parametrization of multi-domain deep neural networks Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 65 363 0 27 Mar 2018
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models Tara N. Sainath Rohit Prabhavalkar Shankar Kumar Seungjin Lee Anjuli Kannan ... Patrick Nguyen Yue Liu Yonghui Wu Zhiwen Chen Chung-Cheng Chiu 36 53 0 05 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 79 924 0 22 May 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 258 7,410 0 02 Dec 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 153 7,683 0 31 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 126 2,257 0 05 Aug 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 95 2,602 0 24 Jun 2015
Sequence Transduction with Recurrent Neural Networks Alex Graves 131 1,858 0 14 Nov 2012