LSTMToneEmotional / lstm_model.json
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{"class_name": "Sequential", "config": {"name": "sequential_2", "layers": [{"module": "keras.layers", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 52, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "lstm_2_input"}, "registered_name": null}, {"module": "keras.layers", "class_name": "LSTM", "config": {"name": "lstm_2", "trainable": true, "dtype": "float32", "batch_input_shape": [null, 52, 1], "return_sequences": false, "return_state": false, "go_backwards": false, "stateful": false, "unroll": false, "time_major": false, "units": 128, "activation": "tanh", "recurrent_activation": "sigmoid", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "recurrent_initializer": {"module": "keras.initializers", "class_name": "Orthogonal", "config": {"gain": 1.0, "seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "unit_forget_bias": true, "kernel_regularizer": null, "recurrent_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "recurrent_constraint": null, "bias_constraint": null, "dropout": 0.0, "recurrent_dropout": 0.0, "implementation": 2}, "registered_name": null, "build_config": {"input_shape": [null, 52, 1]}}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "dense_6", "trainable": true, "dtype": "float32", "units": 64, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 128]}}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "dropout_4", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "registered_name": null, "build_config": {"input_shape": [null, 64]}}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "activation_6", "trainable": true, "dtype": "float32", "activation": "relu"}, "registered_name": null, "build_config": {"input_shape": [null, 64]}}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "dense_7", "trainable": true, "dtype": "float32", "units": 32, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 64]}}, {"module": "keras.layers", "class_name": "Dropout", "config": {"name": "dropout_5", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "registered_name": null, "build_config": {"input_shape": [null, 32]}}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "activation_7", "trainable": true, "dtype": "float32", "activation": "relu"}, "registered_name": null, "build_config": {"input_shape": [null, 32]}}, {"module": "keras.layers", "class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 8, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "registered_name": null, "build_config": {"input_shape": [null, 32]}}, {"module": "keras.layers", "class_name": "Activation", "config": {"name": "activation_8", "trainable": true, "dtype": "float32", "activation": "softmax"}, "registered_name": null, "build_config": {"input_shape": [null, 8]}}]}, "keras_version": "2.15.0", "backend": "tensorflow"}