runme_personalized_analysis.sh

#!/bin/bash

############# MAIN #####################################

#DATATYPE="mid-interaction_segments"
DATATYPE="whole_recording"
#DATATYPE="voice_interaction_masked"
FOLDER_PATH="../../data/$DATATYPE/"


## CNN Classifier

"""
To run LOPO + 1 session personalized analysis
"""
python3 main_personalized_LOPO+1.py train --window_size=1024 --hop_size=320 --mel_bins=64 --fmin=50 --fmax=11000 --model='FineTuneCNN14' --features='mfcc' --num_epochs=500 --batch_size=32 --learning_rate=1e-5 --cuda --folder_path=$FOLDER_PATH --trim=0 --data_type=$DATATYPE --nb_participants=14 --pad='wrap'


"""
To run LOSO personalized analysis
"""
python3 main_LOSO.py train --window_size=1024 --hop_size=320 --mel_bins=64 --fmin=50 --fmax=11000 --model='FineTuneCNN14' --features='mfcc' --num_epochs=500 --batch_size=32 --learning_rate=1e-5 --cuda --folder_path=$FOLDER_PATH --trim=0 --data_type=$DATATYPE --nb_participants=14 --pad='wrap' #--context_location='kitchen'


"""
To run LOSO with varying audio length
"""

#python3 main_LOSO_VaryingAudioLength.py train --window_size=1024 --hop_size=320 --mel_bins=64 --fmin=50 --fmax=11000 --model='FineTuneCNN14' --features='mfcc' --num_epochs=500 --batch_size=32 --learning_rate=1e-5 --cuda --folder_path=$FOLDER_PATH --trim=0 --data_type=$DATATYPE --nb_participants=14 --pad='wrap'