Hello Edge: Keyword Spotting on Microcontrollers

20 November 2017

Papers citing "Hello Edge: Keyword Spotting on Microcontrollers"

25 / 75 papers shown

Title
Seeing wake words: Audio-visual Keyword Spotting Liliane Momeni Triantafyllos Afouras Themos Stafylakis Samuel Albanie Andrew Zisserman 46 43 0 02 Sep 2020
Robustifying the Deployment of tinyML Models for Autonomous mini-vehicles Miguel de Prado Manuele Rusci Romain Donze Alessandro Capotondi Serge Monnerat Luca Benini and Nuria Pazos 27 39 0 01 Jul 2020
Metric Learning for Keyword Spotting Jaesung Huh Minjae Lee Hee-Soo Heo Seongkyu Mun Joon Son Chung 21 23 0 18 May 2020
Streaming keyword spotting on mobile devices Oleg Rybakov Natasha Kononenko Niranjan A. Subrahmanya Mirkó Visontai Stella Laurenzo AI4TS 19 109 0 14 May 2020
Mic2Mic: Using Cycle-Consistent Generative Adversarial Networks to Overcome Microphone Variability in Speech Systems Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 25 51 0 27 Mar 2020
Benchmarking TinyML Systems: Challenges and Direction Colby R. Banbury Vijay Janapa Reddi Max Lam William Fu A. Fazel ... Jae-sun Seo Jeff Sieracki Urmish Thakker Marian Verhelst Poonam Yadav 117 230 0 10 Mar 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
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms G. Cerutti Rahul Prasad Alessio Brutti Elisabetta Farella 21 47 0 29 Jan 2020
On the human evaluation of audio adversarial examples Jon Vadillo Roberto Santana AAML 33 3 0 23 Jan 2020
FQ-Conv: Fully Quantized Convolution for Efficient and Accurate Inference Bram-Ernst Verhoef Nathan Laubeuf S. Cosemans P. Debacker Ioannis A. Papistas A. Mallik D. Verkest MQ 19 16 0 19 Dec 2019
Predicting detection filters for small footprint open-vocabulary keyword spotting Théodore Bluche Thibault Gisselbrecht ObjD 26 19 0 16 Dec 2019
Training DNN IoT Applications for Deployment On Analog NVM Crossbars F. García-Redondo Shidhartha Das G. Rosendale 19 5 0 30 Oct 2019
Neural networks on microcontrollers: saving memory at inference via operator reordering Edgar Liberis Nicholas D. Lane 11 46 0 02 Oct 2019
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng ... Jinjun Xiong Thomas Huang Humphrey Shi Wen-mei W. Hwu Deming Chen 39 92 0 20 Sep 2019
A Temporal Clustering Algorithm for Achieving the trade-off between the User Experience and the Equipment Economy in the Context of IoT Caio Ponte Carlos Caminha Rafael Bomfim R. Moreira Vasco Furtado 13 2 0 30 Jul 2019
Memory- and Communication-Aware Model Compression for Distributed Deep Learning Inference on IoT Kartikeya Bhardwaj Chingyi Lin A. L. Sartor R. Marculescu GNN 23 51 0 26 Jul 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 18 99 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 27 36 0 07 Jun 2019
Memory-Driven Mixed Low Precision Quantization For Enabling Deep Network Inference On Microcontrollers Manuele Rusci Alessandro Capotondi Luca Benini MQ 27 74 0 30 May 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
Efficient keyword spotting using dilated convolutions and gating A. Coucke M. Chlieh Thibault Gisselbrecht David Leroy Mathieu Poumeyrol Thibaut Lavril 22 96 0 19 Nov 2018
Federated Learning for Keyword Spotting David Leroy A. Coucke Thibaut Lavril Thibault Gisselbrecht Joseph Dureau FedML 25 282 0 09 Oct 2018
A neural attention model for speech command recognition Douglas Coimbra de Andrade Sabato Leo M. Viana Christoph Bernkopf 19 145 0 27 Aug 2018
Efficient keyword spotting using time delay neural networks Samuel Myer Vikrant Singh Tomar 36 39 0 11 Jul 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan Ö. Arik Haonan Yu Hairong Liu G. Diamos 22 64 0 12 Jun 2018