preprocessing

requirements (pre-download)

(IEMOCAP dataset)
multimodal-speech-emotion/data/raw/IEMOCAP_full_release

(pre-trained word embedding)
multimodal-speech-emotion/data/raw/embedding/glove.840B.300d.txt

process

(run following codes)
IEMOCAP_00_extract_label_transcription.ipynb
IEMOCAP_01_wav_to_feature.ipynb
IEMOCAP_NLP_01_Transcription_to_Index.ipynb
IEMOCAP_02_to_four_category.ipynb
IEMOCAP_03_generate_train_dev_test_data.ipynb
IEMOCAP_NLP_04_Prepare_Glove.ipynb

description

IEMOCAP_NLP_01_Transcription_to_Index.ipynb

• extract transcription and label from data

[ General ]

1. IEMOCAP_extract_label_transcription.ipynb

[ Audio ]

1. IEMOCAP_01_wav_to_feature.ipynb
2. IEMOCAP_02_to_four_category.ipynb
3. IEMOCAP_03_generate_train_dev_test_data.ipynb

[ Text ]

1. IEMOCAP_NLP_01_Transcription_to_Index.ipynb
2. IEMOCAP_02_to_four_category.ipynb
3. IEMOCAP_03_generate_train_dev_test_data.ipynb
4. IEMOCAP_NLP_04_Prepare_Glove.ipynb