ML-KWS-for-MCU

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Hi All, I use quant.py to scan the CONV1, CONV2....FC 's input/output. Can anyone tell me how to choose the best setting and why? Thank you. My example is --...

jessonwtp

i follow all the tensorflow procedure, did training/foldering batch/quantize and finally generate weights.h, I use this weights.h for running c-lanugag inference and then i want to compare in between tensorflow...

jasonwu1977

Thanks for this tutorial, I am trying to convert the GRU pb file (listed under the pertained models) to tflite format to deploy it on Arm board. But during the...

pramodjayram

Bad error flow in input_data.py

1

Hi When trying to evaluate on the latest version of speech_data ( http://download.tensorflow.org/data/speech_commands_v0.02.tar.gz ) some of the data is probably corrupted or too short and i got this fatal error...

OrDavidi

I have trained a DS-CNN model with the same hyperparameters available in the guide. I have also done the fusion of batch normalization layers and after this I have tried...

idsparco97

How to execute smart mic with KWS

9

I tried to execute Smart mic project with KWS (real time) example as given in "Smart mic - "https://www.st.com/en/embedded-software/fp-aud-smartmic1.html" and KWS - "https://github.com/ARM-software/ML-KWS-for-MCU". I got some issue in detection. Here...

vrushalibhokare

How to convert these models to TF-Lite models and run it

4

I can't find useful information to convert these models to TF-Lite and run it at Linux environment. Could someone give some hints? Thanks!

rayeh5

the accuracy is very low when using my own data training models(on board)

8

Hi, when using my own data for training model, and instand of the ds_cnn_weights.h , recompile the kws_realtime_test.bin ,but on board(stm32f746) ,it's difficult to recongize. but i test the model...

lancezhangsf

Understanding the calculation of Qm.n and bias_shift / out_shift for DS-CNN

1

So I don't get it. After reading through the quant_guide many times, intensively looking at the source code, searching the web (google, cmsis-5 github issues), which took me several days,...

devzeb

Ranges of the values in WAVE_DATA

1

Hello, Since the Input to the MFCC is supposed to be with the form: Q5.2, that means we need to have the ranges as: [-32,31.75]. In the given code the...

marjanemd