This is program repository for "Computational analyses of linguistic features with schizophrenic and autistic traits along with formal thought disorders" from ICMI2023.
- Anaconda
- Python3.7
Please construct the environment using env/py37_FTD.yaml file. For example, run the following command:
- conda create -f=py37_FTD.yaml
- conda activate py37_FTD
The dataset is only available for academic research purpose. Please submit the following application form to get access.
[Dataset application URL]https://forms.gle/psGLK6VhhzhXJYxLA
Once you get the dataset, place the dataset in "dataset" directory as follows:
- dataset --- data_audio --- data_audio_separated180 --- data_label --- data_transcript --- data_transcript_separated180
Run program from number 10 to 14 one-by-one.
20: run correlation calculation program in 30, 60, 180 seconds
21: run correlation calculation program separated in each 60 seconds
30: create feature-set for ablation study
31: run ablation study with data in 30, 60, 180 seconds
32: run ablation study with data separated in each 60 seconds
Takeshi Saga, Hiroki Tanaka, Satoshi Nakamura, "Computational analyses of linguistic features with schizophrenic and autistic traits along with formal thought disorders", ICMI2023