AI-Badger

Check this out: https://github.com/tensorflow/examples/blob/master/lite/examples/speech_commands/android/README.md

@jeremyholleman mbed compile -m DISCO_L476VG -t GCC_ARM --source . --source ../Source/KWS --source ../Source/NN --source ../Source/MFCC --source ../Source/local_NN --source ../Examples/simple_test --source ../CMSIS_5/CMSIS/NN/Include --source ../CMSIS_5/CMSIS/NN/Source --source ../CMSIS_5/CMSIS/DSP/Source --source ../CMSIS_5/CMSIS/DSP/Include --source ../CMSIS_5/CMSIS/Core/Include --profile...

Sloved by this: mbed.h error : download https://os.mbed.com/users/mbed_official/code/mbed/archive/3a7713b1edbc.tar.gz extract to ./mbed/ replace old one. the old one lost mbed.h and platform folder , drivers folder.

Hai @ccnankai Training samples can be a far-field, near-field and different orientation sounds, speech_commands_v0.02 dataset also has different orientation of sounds. In this tutorial they did mix the background noise...

@ccnankai how did you deal with negative bias_shift and out_shift, I have calculated bias_shift and out_shift of every layer and I did put those numbers in c code but my...

@ccnankai How much data do you have? if it is very less, try to make your model small and train it. I also used my own data but size of...

> @ccnankai > how did you deal with negative bias_shift and out_shift, I have calculated bias_shift and out_shift of every layer and I did put those numbers in c code...

@ccnankai I calculated shift parameters as they explained in the tutorial, act_max = [32 8 8 8 8 8 8 8 8 8 8 8 ] first input layer Q5.2...

Hi @bkanaki , I have used tensorflow act_max function for the quantization process, In this tutorial they have provided us quant_models.py for DNN and DS_CNN models, I just followed their...

yes, I have used fake_quant_with_min_max_vars twice and I got nearly 1% depletion in accuracy.