ref: b9912f7eb3455926987434db5e3dc97e1a24c1e9
dir: /dnn/torch/neural-pitch/README.md/
## Neural Pitch Estimation
- Dataset Installation
1. Download and unzip PTDB Dataset:
wget https://www2.spsc.tugraz.at/databases/PTDB-TUG/SPEECH_DATA_ZIPPED.zip
unzip SPEECH_DATA_ZIPPED.zip
2. Inside "SPEECH DATA" above, run ptdb_process.sh to combine male/female
3. To Download and combine demand, simply run download_demand.sh
- LPCNet preparation
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
- Dataset Augmentation and training (check out arguments to each of the following)
1. Run data_augmentation.py
2. Run training.py using augmented data
3. Run experiments.py