lstm-best-features-power,pitch,ffv,word2vec_dim30_4M.json

{
	"name": "lstm-best-features-power,pitch,ffv,word2vec_dim30_4M",
	"paths": {
		"databasePrefix": "data/db/all240302",
		"adc": "data/adc",
		"conversations": {
			"validate": "data/conversations.valid",
			"train": "data/conversations.train",
			"eval": "data/conversations.eval"
		},
		"backchannels": "data/backchannels-top200.txt",
		"originalSwbTranscriptions": "data/swb_ms98_transcriptions"
	},
	"eval_config": {},
	"extract_config": {
		"input_features": [
			"get_power",
			"get_pitch",
			"get_ffv",
			"get_word2vec_dim30_4M"
		],
		"extraction_method": {
			"type": "discrete",
			"bc": [
				-1.51,
				0
			],
			"nbc": [
				-3.51,
				-2
			]
		},
		"useOriginalDB": true,
		"useWordsTranscript": false,
		"sample_window_ms": 32
	},
	"train_config": {
		"model_function": "lstm_simple",
		"epochs": 100,
		"context_ms": 1500,
		"context_stride": 2,
		"layer_sizes": [
			70,
			35
		],
		"resume_parameters": null,
		"update_method": "adam",
		"learning_rate": 0.001,
		"l2_regularization": 0.0001,
		"num_labels": 2,
		"batch_size": 250,
		"gaussian": false,
		"output_type": "single"
	}
}