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Hardware Aware Training for Efficient Keyword Spotting on General
  Purpose and Specialized Hardware
v1v2v3 (latest)

Hardware Aware Training for Efficient Keyword Spotting on General Purpose and Specialized Hardware

9 September 2020
Peter Blouw
G. Malik
Benjamin Morcos
Aaron R. Voelker
C. Eliasmith
ArXiv (abs)PDFHTML

Papers citing "Hardware Aware Training for Efficient Keyword Spotting on General Purpose and Specialized Hardware"

10 / 10 papers shown
Title
End-to-End Efficiency in Keyword Spotting: A System-Level Approach for Embedded Microcontrollers
End-to-End Efficiency in Keyword Spotting: A System-Level Approach for Embedded Microcontrollers
Pietro Bartoli
Tommaso Bondini
Christian Veronesi
Andrea Giudici
Niccolò Antonello
Franco Zappa
48
0
0
08 Sep 2025
Mamba-PTQ: Outlier Channels in Recurrent Large Language Models
Mamba-PTQ: Outlier Channels in Recurrent Large Language Models
Alessandro Pierro
Steven Abreu
MQMamba
146
10
0
17 Jul 2024
Q-S5: Towards Quantized State Space Models
Q-S5: Towards Quantized State Space Models
Steven Abreu
Jens Egholm Pedersen
Kade Heckel
Alessandro Pierro
MQ
162
12
0
13 Jun 2024
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive
  Review
Efficient Neural Networks for Tiny Machine Learning: A Comprehensive Review
M. Lê
Pierre Wolinski
Julyan Arbel
199
16
0
20 Nov 2023
Taxonomic Classification of IoT Smart Home Voice Control
Taxonomic Classification of IoT Smart Home Voice Control
M. Hewitt
H. Cunningham
114
2
0
24 Oct 2022
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded
  Chipsets
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded ChipsetsInternational Conference on Text, Speech and Dialogue (TSD), 2022
Lu Zeng
S. Parthasarathi
Yuzong Liu
Alex Escott
S. Cheekatmalla
N. Strom
S. Vitaladevuni
MQ
128
8
0
13 Jul 2022
Machine Learning for Microcontroller-Class Hardware: A Review
Machine Learning for Microcontroller-Class Hardware: A ReviewIEEE Sensors Journal (IEEE Sens. J.), 2022
Swapnil Sayan Saha
S. Sandha
Mani B. Srivastava
339
159
0
29 May 2022
Efficient Neuromorphic Signal Processing with Loihi 2
Efficient Neuromorphic Signal Processing with Loihi 2
Garrick Orchard
E. P. Frady
D. B. Rubin
Sophia Sanborn
S. Shrestha
Friedrich T. Sommer
Mike Davies
111
222
0
05 Nov 2021
Parallelizing Legendre Memory Unit Training
Parallelizing Legendre Memory Unit TrainingInternational Conference on Machine Learning (ICML), 2021
Narsimha Chilkuri
C. Eliasmith
131
42
0
22 Feb 2021
TinySpeech: Attention Condensers for Deep Speech Recognition Neural
  Networks on Edge Devices
TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices
A. Wong
M. Famouri
Maya Pavlova
Siddharth Surana
232
34
0
10 Aug 2020
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