1*a58d3d2aSXin Li## Neural Pitch Estimation 2*a58d3d2aSXin Li 3*a58d3d2aSXin Li- Dataset Installation 4*a58d3d2aSXin Li 1. Download and unzip PTDB Dataset: 5*a58d3d2aSXin Li wget https://www2.spsc.tugraz.at/databases/PTDB-TUG/SPEECH_DATA_ZIPPED.zip 6*a58d3d2aSXin Li unzip SPEECH_DATA_ZIPPED.zip 7*a58d3d2aSXin Li 8*a58d3d2aSXin Li 2. Inside "SPEECH DATA" above, run ptdb_process.sh to combine male/female 9*a58d3d2aSXin Li 10*a58d3d2aSXin Li 3. To Download and combine demand, simply run download_demand.sh 11*a58d3d2aSXin Li 12*a58d3d2aSXin Li- LPCNet preparation 13*a58d3d2aSXin Li 1. To extract xcorr, add lpcnet_extractor.c and add relevant functions to lpcnet_enc.c, add source for headers/c files and Makefile.am, and compile to generate ./lpcnet_xcorr_extractor object 14*a58d3d2aSXin Li 15*a58d3d2aSXin Li- Dataset Augmentation and training (check out arguments to each of the following) 16*a58d3d2aSXin Li 1. Run data_augmentation.py 17*a58d3d2aSXin Li 2. Run training.py using augmented data 18*a58d3d2aSXin Li 3. Run experiments.py 19