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Hello Edge: Keyword Spotting on Microcontrollers

20 November 2017

Papers citing "Hello Edge: Keyword Spotting on Microcontrollers"

23 / 173 papers shown

Title
Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoTACM Transactions on Embedded Computing Systems (ACM TECS), 2019 Kartikeya Bhardwaj Chingyi Lin A. L. Sartor R. Marculescu GNN 188 57 0 26 Jul 2019
Multi-layer Attention Mechanism for Speech Keyword Recognition Ruisen Luo Tianran Sun Chen Wang Miao Du Zuodong Tang Kai Zhou Xiaofeng Gong Xiaomei Yang 85 3 0 10 Jul 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 160 114 0 12 Jun 2019
Run-Time Efficient RNN Compression for Inference on Edge Devices Urmish Thakker Jesse G. Beu Dibakar Gope Ganesh S. Dasika Matthew Mattina 240 21 0 12 Jun 2019
Compressing RNNs for IoT devices by 15-38x using Kronecker Products Urmish Thakker Jesse G. Beu Dibakar Gope Chu Zhou Igor Fedorov Ganesh S. Dasika Matthew Mattina 322 36 0 07 Jun 2019
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On MicrocontrollersConference on Machine Learning and Systems (MLSys), 2019 Manuele Rusci Alessandro Capotondi Luca Benini MQ 221 86 0 30 May 2019
Temporal Convolution for Real-time Keyword Spotting on Mobile Devices Seungwoo Choi Seokjun Seo Beomjun Shin Hyeongmin Byun Martin Kersner Beomsu Kim Dongyoung Kim S. Ha 187 171 0 08 Apr 2019
Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT ApplicationsUSENIX workshop on Tackling computer systems problems with machine learning techniques (SysML), 2019 Dibakar Gope Ganesh S. Dasika Matthew Mattina 138 24 0 04 Mar 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 239 17 0 21 Feb 2019
Bonseyes AI Pipeline -- bringing AI to you. End-to-end integration of data, algorithms and deployment tools Miguel de Prado Jing Su Rabia Saeed Lorenzo Keller Noelia Vállez ... Luca Benini Tim Llewellynn Nabil Ouerhani Rozenn Dahyot Nuria Pazos 137 23 0 15 Jan 2019
An Investigation of Few-Shot Learning in Spoken Term Classification Yangbin Chen Tom Ko Lifeng Shang Xiao Chen Xin Jiang Qing Li 145 7 0 26 Dec 2018
Efficient keyword spotting using dilated convolutions and gatingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 A. Coucke M. Chlieh Thibault Gisselbrecht David Leroy Mathieu Poumeyrol Thibaut Lavril 248 106 0 19 Nov 2018
Stochastic Adaptive Neural Architecture Search for Keyword SpottingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Tom Véniat Olivier Schwander Ludovic Denoyer AI4TS 120 27 0 16 Nov 2018
JavaScript Convolutional Neural Networks for Keyword Spotting in the Browser: An Experimental Analysis Jaejun Lee Raphael Tang Jimmy J. Lin 103 2 0 30 Oct 2018
Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on the Edge Matthias Meyer Timo Farei-Campagna Akos Pasztor Reto Da Forno Tonio Gsell Jérome Faillettaz Andreas Vieli S. Weber J. Beutel Lothar Thiele 168 34 0 22 Oct 2018
Federated Learning for Keyword Spotting David Leroy A. Coucke Thibaut Lavril Thibault Gisselbrecht Joseph Dureau FedML 329 304 0 09 Oct 2018
A neural attention model for speech command recognition Douglas Coimbra de Andrade Sabato Leo M. Viana Christoph Bernkopf 99 153 0 27 Aug 2018
Efficient keyword spotting using time delay neural networks Samuel Myer Vikrant Singh Tomar 107 40 0 11 Jul 2018
Rethinking Machine Learning Development and Deployment for Edge Devices Liangzhen Lai Naveen Suda 105 11 0 20 Jun 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan O. Arik Haonan Yu Hairong Liu G. Diamos 169 64 0 12 Jun 2018
Federated Learning with Non-IID Data Yue Zhao Meng Li Liangzhen Lai Naveen Suda Damon Civin Vikas Chandra FedML 508 2,977 0 02 Jun 2018
CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs Liangzhen Lai Naveen Suda Vikas Chandra 184 423 0 19 Jan 2018
Not All Ops Are Created Equal! Liangzhen Lai Naveen Suda Vikas Chandra 109 26 0 12 Jan 2018