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DCASE2016 TASK1 Scene Classification
This project forked from qiuqiangkong/dcase2016_task1
DCASE2016 TASK1 Scene Classification
This is sourcecode of DCASE Challenge 2016 Task 1 of paper http://www.cs.tut.fi/sgn/arg/dcase2016/documents/challenge_technical_reports/Task1/Kong_2016_task1.pdf THIS CODE IS MIT LISCENCED. AUTHOR: QIUQIANG KONG, [email protected] CVSSP, UNIVERSITY OF SURREY Created: 2016.06.24 Latest modified: 2017.05.02 ====================================== Pre-requiste python packages: pip install hat [--upgrade] # Deep learning toolbox, https://qiuqiangkong.github.io/Hat Usage: ------ Preparation ------ * modify the paths of dataset in config.py * python prepare_data.py --calculate_logmel # Calculate features ------ Development Cross Validation ------ * python main_dnn.py --dev_train # Train model on cross validation of development data. * python main_dnn.py --dev_recognize # Get predictions and print out statistics. ------ Testing of Private Data ------ * python main_dnn.py --eva_train # Train model on whole development data * python main_dnn.py --eva_recognize # Get predictions of private data and print statistics.
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