├── .gitignore ├── 1_extract_emotion_labels.ipynb ├── 2_build_audio_vectors.ipynb ├── 3_extract_audio_features.ipynb ├── 4_prepare_data.ipynb ├── 5.1_sentence_classification.ipynb ├── 5.2_combined_classification.ipynb ├── 5_audio_classification.ipynb ├── 6_analyze.ipynb ├── LICENSE ├── README.md ├── config.py ├── lstm_classifier ├── __init__.py ├── combined │ ├── __init__.py │ ├── config.py │ ├── lstm_classifier.py │ ├── predict_probas.py │ └── utils.py ├── s2e │ ├── __init__.py │ ├── config.py │ ├── lstm_classifier.py │ └── utils.py └── t2e │ ├── __init__.py │ ├── config.py │ ├── create_vocab.py │ ├── lstm_classifier.py │ ├── predict_probas.py │ └── utils.py ├── main.py ├── pred_probas └── .gitkeep ├── requirements.txt ├── src ├── build_audio_vectors.py ├── extract_audio_features.py ├── extract_emotion_labels.py ├── prepare_data.py └── train_sentence_classifiers_sklearn.py └── trained_models └── .gitkeep /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/.gitignore -------------------------------------------------------------------------------- /1_extract_emotion_labels.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/1_extract_emotion_labels.ipynb -------------------------------------------------------------------------------- /2_build_audio_vectors.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/2_build_audio_vectors.ipynb -------------------------------------------------------------------------------- /3_extract_audio_features.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/3_extract_audio_features.ipynb -------------------------------------------------------------------------------- /4_prepare_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/4_prepare_data.ipynb -------------------------------------------------------------------------------- /5.1_sentence_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/5.1_sentence_classification.ipynb -------------------------------------------------------------------------------- /5.2_combined_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/5.2_combined_classification.ipynb -------------------------------------------------------------------------------- /5_audio_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/5_audio_classification.ipynb -------------------------------------------------------------------------------- /6_analyze.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/6_analyze.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/README.md -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /lstm_classifier/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /lstm_classifier/combined/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /lstm_classifier/combined/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/combined/config.py -------------------------------------------------------------------------------- /lstm_classifier/combined/lstm_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/combined/lstm_classifier.py -------------------------------------------------------------------------------- /lstm_classifier/combined/predict_probas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/combined/predict_probas.py -------------------------------------------------------------------------------- /lstm_classifier/combined/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/combined/utils.py -------------------------------------------------------------------------------- /lstm_classifier/s2e/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /lstm_classifier/s2e/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/s2e/config.py -------------------------------------------------------------------------------- /lstm_classifier/s2e/lstm_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/s2e/lstm_classifier.py -------------------------------------------------------------------------------- /lstm_classifier/s2e/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/s2e/utils.py -------------------------------------------------------------------------------- /lstm_classifier/t2e/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /lstm_classifier/t2e/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/t2e/config.py -------------------------------------------------------------------------------- /lstm_classifier/t2e/create_vocab.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/t2e/create_vocab.py -------------------------------------------------------------------------------- /lstm_classifier/t2e/lstm_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/t2e/lstm_classifier.py -------------------------------------------------------------------------------- /lstm_classifier/t2e/predict_probas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/t2e/predict_probas.py -------------------------------------------------------------------------------- /lstm_classifier/t2e/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/lstm_classifier/t2e/utils.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/main.py -------------------------------------------------------------------------------- /pred_probas/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/requirements.txt -------------------------------------------------------------------------------- /src/build_audio_vectors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/src/build_audio_vectors.py -------------------------------------------------------------------------------- /src/extract_audio_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/src/extract_audio_features.py -------------------------------------------------------------------------------- /src/extract_emotion_labels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/src/extract_emotion_labels.py -------------------------------------------------------------------------------- /src/prepare_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/src/prepare_data.py -------------------------------------------------------------------------------- /src/train_sentence_classifiers_sklearn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Demfier/multimodal-speech-emotion-recognition/HEAD/src/train_sentence_classifiers_sklearn.py -------------------------------------------------------------------------------- /trained_models/.gitkeep: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------