ML-KWS-for-MCU
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ARM-software
Keyword spotting on Arm Cortex-M Microcontrollers
We trained the DS_CNN_S model, but we got the weight of 97KB after quantization. So how do you evaluate the memory consumption in your paper, in runtime or the size...
INFO:tensorflow:Confusion Matrix: [[ 0 3124 0 0 0 0 0 0 0 0 0 0] [ 0 3126 0 0 0 0 0 0 0 0 0 0] [ 0...
Hello Everyone, Is anyone of you used Gammatone filter banks instead of LFBEs and MFCCs to train your Model ? what is the SNR (signal to noise ratio) of these...
Hello, Very likely because of my inexperience, I cannot run inferences on STM32F746NG as described here: [https://github.com/ARM-software/ML-KWS-for-MCU/tree/master/Deployment](url) I copied the kws_realtime_test.bin onto the device and its screen has gone blank....
Hi, How can I test the trained model on a specific dataset from a predefined directory instead of adding it to the training dataset as described in the code? Thanks...
Hello, I'm trying to port this project on a M0+ mcu with no fpu. Has someone rewritten the mfcc.cpp module using integer only? It seems that this project uses lot...
Dear everyone; I want to make flow this code to quantization (please see the picture) so, The first step I need to find weight min/max but I am not still...
@navsuda Thanks for this tutorial, I have a quantized version of CRNN, I would like to know, will Arm release recurrent functions for GRUs and LSTMs ?
Thank you for the good example of how to deploy Tensorflow models to Cortex microcontrollers. I use Hello Edge work as a basis of my thesis work, where I'm classifying...
In the actual application scenario, do the training samples need to use far-field, near-field, and different orientation sounds? If the audio clips have different durations at the beginning, do you...
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Keyword spotting on Arm Cortex-M Microcontrollers