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AIWintermuteAI / Speech-to-Intent-Micro

An open-source, easily accessible package for training and deploying Speech-to-Intent models on microcontrollers and SBCs
Apache License 2.0
36 stars 7 forks source link

problem with noise files #3

Closed wwyl2000 closed 1 year ago

wwyl2000 commented 1 year ago

Hi,

Question 4: problem with noise files I have several noise files. When I tried to train, I found some noise files got error and block the training, while some worked fine. The error i got was:

Project folder: checkpoints/2023-09-29_19-02-47 Epoch 1/10 2023-09-29 19:02:52.038946: I tensorflow/stream_executor/cuda/cuda_dnn.cc:366] Loaded cuDNN version 8101 13/722 [..............................] - ETA: 3:45 - loss: 5.6891 - intent_output_loss: 2.2456 - slot_output_loss: 3.4434 - intent_output_accuracy: 0.2139 - slot_output_accuracy: 0.1659 /home/xyz/.local/lib/python3.7/site-packages/numpy/core/fromnumeric.py:3441: RuntimeWarning: Mean of empty slice. out=out, **kwargs) 15/722 [..............................] - ETA: 3:50 - loss: 5.4858 - intent_output_loss: 2.1652 - slot_output_loss: 3.3206 - intent_output_accuracy: 0.2250 - slot_output_accuracy: 0.1833 /home/xyz/.local/lib/python3.7/site-packages/numpy/core/_methods.py:189: RuntimeWarning: invalid value encountered in true_divide ret = ret.dtype.type(ret / rcount) 16/722 [..............................] - ETA: 5:07 - loss: 5.4210 - intent_output_loss: 2.1519 - slot_output_loss: 3.2691 - intent_output_accuracy: 0.2168 - slot_output_accuracy: 0.1904

I removed some noise files after testing such error, and could finish my training. I took a look of the spectrum and wave of the noise files and did not see any problems special. Could you please tell me what was the problem?

Thanks, Willy

AIWintermuteAI commented 1 year ago

Hello! From what I see according to the error messages, the problem is not with my code. Therefore closing as out of scope.