├── .gitignore ├── README.md ├── garbage ├── 1.png ├── 100.png ├── 2.png ├── 3.png ├── 4.png ├── 5.png ├── 6.png ├── 7.png ├── EI model1.png ├── EI model2.png ├── EI model3.png ├── EI model4.png ├── G model1.png ├── G model2.png ├── G model3.png ├── G model4.png ├── KM model1.png ├── KM model2.png ├── KM model3.png ├── KM model4.png ├── help.png ├── help2.png ├── loss model1.png ├── loss model2.png ├── loss model3.png ├── loss model4.png ├── loss of model1.png ├── loss of model2.png ├── loss of model3.png ├── loss of model4.png ├── model1.drawio ├── model1.png ├── model2 (1).drawio ├── model2.png ├── model3 (1).drawio ├── model3.png └── model4.png ├── models ├── cnn_attention_lstm_model.pt ├── cnn_lstm_model.pt ├── cnn_lstm_parallel_model.pt └── cnn_transf_parallel_model.pt └── notebooks ├── parallel_cnn_attention_lstm.ipynb ├── parallel_cnn_transformer.ipynb ├── stacked_cnn_attention_lstm.ipynb └── stacked_cnn_lstm.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | *.ipynb_checkpoints -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/README.md -------------------------------------------------------------------------------- /garbage/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/1.png -------------------------------------------------------------------------------- /garbage/100.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/100.png -------------------------------------------------------------------------------- /garbage/2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/2.png -------------------------------------------------------------------------------- /garbage/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/3.png -------------------------------------------------------------------------------- /garbage/4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/4.png -------------------------------------------------------------------------------- /garbage/5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/5.png -------------------------------------------------------------------------------- /garbage/6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/6.png -------------------------------------------------------------------------------- /garbage/7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/7.png -------------------------------------------------------------------------------- /garbage/EI model1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/EI model1.png -------------------------------------------------------------------------------- /garbage/EI model2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/EI model2.png -------------------------------------------------------------------------------- /garbage/EI model3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/EI model3.png -------------------------------------------------------------------------------- /garbage/EI model4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/EI model4.png -------------------------------------------------------------------------------- /garbage/G model1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/G model1.png -------------------------------------------------------------------------------- /garbage/G model2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/G model2.png -------------------------------------------------------------------------------- /garbage/G model3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/G model3.png -------------------------------------------------------------------------------- /garbage/G model4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/G model4.png -------------------------------------------------------------------------------- /garbage/KM model1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/KM model1.png -------------------------------------------------------------------------------- /garbage/KM model2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/KM model2.png -------------------------------------------------------------------------------- /garbage/KM model3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/KM model3.png -------------------------------------------------------------------------------- /garbage/KM model4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/KM model4.png -------------------------------------------------------------------------------- /garbage/help.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/help.png -------------------------------------------------------------------------------- /garbage/help2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/help2.png -------------------------------------------------------------------------------- /garbage/loss model1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss model1.png -------------------------------------------------------------------------------- /garbage/loss model2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss model2.png -------------------------------------------------------------------------------- /garbage/loss model3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss model3.png -------------------------------------------------------------------------------- /garbage/loss model4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss model4.png -------------------------------------------------------------------------------- /garbage/loss of model1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss of model1.png -------------------------------------------------------------------------------- /garbage/loss of model2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss of model2.png -------------------------------------------------------------------------------- /garbage/loss of model3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss of model3.png -------------------------------------------------------------------------------- /garbage/loss of model4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/loss of model4.png -------------------------------------------------------------------------------- /garbage/model1.drawio: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/model1.drawio -------------------------------------------------------------------------------- /garbage/model1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/model1.png -------------------------------------------------------------------------------- /garbage/model2 (1).drawio: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/model2 (1).drawio -------------------------------------------------------------------------------- /garbage/model2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/model2.png -------------------------------------------------------------------------------- /garbage/model3 (1).drawio: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/model3 (1).drawio -------------------------------------------------------------------------------- /garbage/model3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/model3.png -------------------------------------------------------------------------------- /garbage/model4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/garbage/model4.png -------------------------------------------------------------------------------- /models/cnn_attention_lstm_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/models/cnn_attention_lstm_model.pt -------------------------------------------------------------------------------- /models/cnn_lstm_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/models/cnn_lstm_model.pt -------------------------------------------------------------------------------- /models/cnn_lstm_parallel_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/models/cnn_lstm_parallel_model.pt -------------------------------------------------------------------------------- /models/cnn_transf_parallel_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/models/cnn_transf_parallel_model.pt -------------------------------------------------------------------------------- /notebooks/parallel_cnn_attention_lstm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/notebooks/parallel_cnn_attention_lstm.ipynb -------------------------------------------------------------------------------- /notebooks/parallel_cnn_transformer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/notebooks/parallel_cnn_transformer.ipynb -------------------------------------------------------------------------------- /notebooks/stacked_cnn_attention_lstm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/notebooks/stacked_cnn_attention_lstm.ipynb -------------------------------------------------------------------------------- /notebooks/stacked_cnn_lstm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch/HEAD/notebooks/stacked_cnn_lstm.ipynb --------------------------------------------------------------------------------