Personalized Speech recognition on mobile devices

10 March 2016

Ian McGraw

Rohit Prabhavalkar

R. Álvarez

Montse Gonzalez Arenas

Papers citing "Personalized Speech recognition on mobile devices"

50 / 68 papers shown

Title
Full-Rank No More: Low-Rank Weight Training for Modern Speech Recognition Models Adriana Fernandez-Lopez Shiwei Liu L. Yin Stavros Petridis Maja Pantic 29 0 0 10 Oct 2024
Deep CLAS: Deep Contextual Listen, Attend and Spell Shifu Xiong Mengzhi Wang Genshun Wan Hang Chen Jianqing Gao Lirong Dai 31 0 0 26 Sep 2024
Enhancing Quantum Security over Federated Learning via Post-Quantum Cryptography Pingzhi Li Tianlong Chen Junyu Liu FedML 28 1 0 06 Sep 2024
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 39 4 0 21 Jul 2024
Text Injection for Neural Contextual Biasing Zhong Meng Zelin Wu Rohit Prabhavalkar Cal Peyser Weiran Wang Nanxin Chen Tara N. Sainath Bhuvana Ramabhadran 46 3 0 05 Jun 2024
Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR Zelin Wu Gan Song Christopher Li Pat Rondon Zhong Meng ... D. Caseiro Golan Pundak Tsendsuren Munkhdalai Angad Chandorkar Rohit Prabhavalkar 18 3 0 15 Apr 2024
Speech Understanding on Tiny Devices with A Learning Cache A. Benazir Zhiming Xu Felix Xiaozhu Lin 29 0 0 30 Nov 2023
Taxonomic Classification of IoT Smart Home Voice Control M. Hewitt H. Cunningham 24 1 0 24 Oct 2022
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 33 0 0 18 Oct 2022
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition Chao-Han Huck Yang I-Fan Chen A. Stolcke Sabato Marco Siniscalchi Chin-Hui Lee 32 2 0 11 Oct 2022
Deep learning model compression using network sensitivity and gradients M. Sakthi N. Yadla Raj Pawate 21 2 0 11 Oct 2022
Implementation Of Tiny Machine Learning Models On Arduino 33 BLE For Gesture And Speech Recognition V. Viswanatha Ramachandra A.C R. Prasanna Prem Chowdary Kakarla PJ VivekaSimha Nishanth Mohan 17 15 0 23 Jul 2022
A Speech Representation Anonymization Framework via Selective Noise Perturbation Minh Tran M. Soleymani 35 4 0 26 Mar 2022
Handling Compounding in Mobile Keyboard Input Andreas Kabel Keith B. Hall Tom Y. Ouyang David Rybach D. Esch Franccoise Beaufays 16 0 0 17 Jan 2022
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 32 34 0 05 Oct 2021
Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization J. Macoskey Grant P. Strimel Ariya Rastrow 27 19 0 03 Aug 2021
Learning a Neural Diff for Speech Models J. Macoskey Grant P. Strimel Ariya Rastrow 18 2 0 03 Aug 2021
Towards Continual Entity Learning in Language Models for Conversational Agents R. Gadde I. Bulyko KELM 19 1 0 30 Jul 2021
Teaching keyword spotters to spot new keywords with limited examples Abhijeet Awasthi Kevin Kilgour H. Rom 26 17 0 04 Jun 2021
Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency Yangyang Shi Varun K. Nagaraja Chunyang Wu Jay Mahadeokar Duc Le ... Ching-Feng Yeh Julian Chan Christian Fuegen Ozlem Kalinli M. Seltzer 27 15 0 05 Apr 2021
An Asynchronous WFST-Based Decoder For Automatic Speech Recognition Hang Lv Zhehuai Chen Hainan Xu Daniel Povey Lei Xie Sanjeev Khudanpur 15 1 0 16 Mar 2021
Memory-efficient Speech Recognition on Smart Devices Ganesh Venkatesh Alagappan Valliappan Jay Mahadeokar Shangguan Yuan Christian Fuegen M. Seltzer Vikas Chandra 30 11 0 23 Feb 2021
Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications Matthias Paulik M. Seigel Henry Mason Dominic Telaar Joris Kluivers ... Dominic Hughes O. Javidbakht Fei Dong Rehan Rishi Stanley Hung FedML 183 126 0 16 Feb 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 33 39 0 15 Feb 2021
Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks Peter Wu Paul Pu Liang Jiatong Shi Ruslan Salakhutdinov Shinji Watanabe Louis-Philippe Morency 31 8 0 22 Jan 2021
Tiny Transducer: A Highly-efficient Speech Recognition Model on Edge Devices Yuekai Zhang Sining Sun Long Ma 35 28 0 18 Jan 2021
On the quantization of recurrent neural networks Jian Li R. Álvarez MQ 37 11 0 14 Jan 2021
Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification Yao Qiang Supriya Tumkur Suresh Kumar Marco Brocanelli D. Zhu AAML 28 0 0 10 Jan 2021
A review of on-device fully neural end-to-end automatic speech recognition algorithms Chanwoo Kim Dhananjaya N. Gowda Dongsoo Lee Jiyeon Kim Ankur Kumar Sungsoo Kim Abhinav Garg C. Han 27 27 0 14 Dec 2020
Extreme Model Compression for On-device Natural Language Understanding Kanthashree Mysore Sathyendra Samridhi Choudhary Leah Nicolich-Henkin 21 9 0 30 Nov 2020
Utterance-level Intent Recognition from Keywords Wenda Chen Jonathan Huang M. Hasegawa-Johnson 21 1 0 17 Sep 2020
Neural Composition: Learning to Generate from Multiple Models Denis Filimonov R. Gadde Ariya Rastrow 18 3 0 10 Jul 2020
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model Da-Rong Liu Chunxi Liu Frank Zhang Gabriel Synnaeve Yatharth Saraf Geoffrey Zweig 28 19 0 15 May 2020
Fast and Robust Unsupervised Contextual Biasing for Speech Recognition Young Mo Kang Yingbo Zhou 13 13 0 04 May 2020
Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks Théodore Bluche Maël Primet Thibault Gisselbrecht ObjD MQ 28 24 0 25 Feb 2020
Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities K. Sim F. Beaufays Arnaud Benard Dhruv Guliani Andreas Kabel ... P. Zadrazil Harry Zhang Leif T. Johnson Giovanni Motta Lillian Zhou 13 83 0 14 Dec 2019
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition Jibin Wu Emre Yilmaz Malu Zhang Haizhou Li Kay Chen Tan 33 104 0 19 Nov 2019
Efficient Dynamic WFST Decoding for Personalized Language Models Jun Liu Jiedan Zhu Vishal Kathuria Fuchun Peng 14 6 0 23 Oct 2019
GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition Hugo Braun Justin Luitjens Ryan Leary Tim Kaldewey Daniel Povey OffRL 13 12 0 22 Oct 2019
Federated User Representation Learning D. Bui Kshitiz Malik Jack Goetz Honglei Liu Seungwhan Moon Anuj Kumar Kang G. Shin FedML 30 63 0 27 Sep 2019
Optimizing Speech Recognition For The Edge Yuan Shangguan Jian Li Qiao Liang R. Álvarez Ian McGraw 28 64 0 26 Sep 2019
From Server-Based to Client-Based Machine Learning: A Comprehensive Survey Renjie Gu Chaoyue Niu Fan Wu Guihai Chen Chun Hu Chengfei Lyu Zhihua Wu 27 25 0 18 Sep 2019
An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition Models K. Sim P. Zadrazil F. Beaufays 31 58 0 14 Sep 2019
Two-Pass End-to-End Speech Recognition Tara N. Sainath Ruoming Pang David Rybach Yanzhang He Rohit Prabhavalkar ... Qiao Liang Trevor Strohman Yonghui Wu Ian McGraw Chung-Cheng Chiu 32 147 0 29 Aug 2019
Towards Characterizing and Limiting Information Exposure in DNN Layers Fan Mo Ali Shahin Shamsabadi Kleomenis Katevas Andrea Cavallaro Hamed Haddadi 11 11 0 13 Jul 2019
Gradient Scheduling with Global Momentum for Non-IID Data Distributed Asynchronous Training Chengjie Li Ruixuan Li Yining Qi Yuhua Li Pan Zhou Song Guo Keqin Li 27 15 0 21 Feb 2019
End-to-end contextual speech recognition using class language models and a token passing decoder Zhehuai Chen Mahaveer Jain Yongqiang Wang M. Seltzer Christian Fuegen 13 53 0 05 Dec 2018
WEST: Word Encoded Sequence Transducers Ehsan Variani A. Suresh M. Weintraub 17 9 0 20 Nov 2018
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 39 623 0 15 Nov 2018
Spoken Language Understanding on the Edge Alaa Saade A. Coucke A. Caulier Joseph Dureau Adrien Ball ... Clément Doumouro Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet 19 62 0 30 Oct 2018