Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks

25 February 2020

Théodore Bluche

Maël Primet

Thibault Gisselbrecht

ObjD

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Papers citing "Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks"

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Title
An Optimized Recurrent Unit for Ultra-Low-Power Keyword Spotting Justice Amoh K. Odame 37 17 0 13 Feb 2019
DONUT: CTC-based Query-by-Example Keyword Spotting Loren Lugosch Samuel Myer Vikrant Singh Tomar 27 28 0 26 Nov 2018
Efficient keyword spotting using dilated convolutions and gating A. Coucke M. Chlieh Thibault Gisselbrecht David Leroy Mathieu Poumeyrol Thibaut Lavril 30 98 0 19 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 59 624 0 15 Nov 2018
Automatic Grammar Augmentation for Robust Voice Command Recognition Yang Yang Anusha Lalitha Jinwon Lee Chris Lott 21 3 0 14 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 32 62 0 30 Oct 2018
Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting Zhehuai Chen Y. Qian Kai Yu 19 20 0 02 Aug 2018
Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition Pete Warden 34 1,599 0 09 Apr 2018
C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs Shuo Wang Zhe Li Caiwen Ding Bo Yuan Yanzhi Wang Qinru Qiu Yun Liang 35 193 0 14 Mar 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference Benoit Jacob S. Kligys Bo Chen Menglong Zhu Matthew Tang Andrew G. Howard Hartwig Adam Dmitry Kalenichenko MQ 108 3,090 0 15 Dec 2017
Hello Edge: Keyword Spotting on Microcontrollers Yundong Zhang Naveen Suda Liangzhen Lai Vikas Chandra 53 433 0 20 Nov 2017
Deep Residual Learning for Small-Footprint Keyword Spotting Raphael Tang Jimmy J. Lin 32 237 0 28 Oct 2017
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models Yanzhang He Rohit Prabhavalkar Kanishka Rao Wei Li A. Bakhtin Ian McGraw AI4TS 33 91 0 26 Oct 2017
Pyroomacoustics: A Python package for audio room simulations and array processing algorithms Robin Scheibler Eric Bezzam Ivan Dokmanić 31 513 0 11 Oct 2017
Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting Ming Sun A. Raju George Tucker S. Panchapagesan Gengshen Fu Arindam Mandal Spyros Matsoukas N. Strom S. Vitaladevuni 26 119 0 05 May 2017
End-to-End ASR-free Keyword Search from Speech Kartik Audhkhasi Andrew Rosenberg A. Sethy Bhuvana Ramabhadran Brian Kingsbury 33 112 0 13 Jan 2017
Effective Quantization Methods for Recurrent Neural Networks Qinyao He He Wen Shuchang Zhou Yuxin Wu Cong Yao Xinyu Zhou Yuheng Zou MQ 39 75 0 30 Nov 2016
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection Christopher T. Lengerich Awni Y. Hannun 29 47 0 28 Nov 2016
Achieving Human Parity in Conversational Speech Recognition Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 50 578 0 17 Oct 2016
Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices Heiga Zen Yannis Agiomyrgiannakis Niels Egberts Fergus Henderson Przemyslaw Szczepaniak 23 118 0 20 Jun 2016
Personalized Speech recognition on mobile devices Ian McGraw Rohit Prabhavalkar R. Álvarez Montse Gonzalez Arenas Kanishka Rao ... O. Alsharif Hasim Sak A. Gruenstein F. Beaufays Carolina Parada 44 183 0 10 Mar 2016
Online Keyword Spotting with a Character-Level Recurrent Neural Network Kyuyeon Hwang Minjae Lee Wonyong Sung 28 37 0 30 Dec 2015
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition Hasim Sak A. Senior Kanishka Rao F. Beaufays 47 435 0 24 Jul 2015