Open dariadiatlova opened 1 year ago
@dariadiatlova Hello, could you please retrain the PLC model? May I ask how to prepare training data?
Hello, I am also interested in training a new PLC model with a combination of audio features and visual features. I would like to ask how to do that? Any insights are truly appreciated!
Hello,
I am trying to train a new PLC model with train_plc.py and and several things have caused me difficulties: 1) Can I follow the same data preprocessing set up with
./dump_data -train input.s16 features.f32 data.s16
to get input features.f32 for PLC model training? 2) How should lost_file for training look like? Is it a single.txt
file - a concatenation of smaller .txt files with one entry per 20ms packet, where 1 means "packet lost" and 0 means "packet not lost"? How to create a single file if original data was augmented after running./dump_data?
Is there any script for it? 3) To close the above questions with lost_file preprocessing, can I just uncomment the line and train the model with random packets marked as lost? Have you noticed any significant degradation in how this works? 4) Followingtest_plc.py
, the output is: features + (1-lost)*out, but the shapes:Did I think of the wrong shapes? What should be the shape of a correct output for writing to
output.f32
?Thank you for sharing your code and supporting this repository!