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experiments.json
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experiments.json
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{
"exp1_blstm": {
"model": {
"type": "lstm",
"hidden_units": [175, 25, 100, 50],
"dropout": 0.054614,
"bidirectional": true,
"optimizer": {
"name": "SGD",
"lr": 0.001,
"momentum": 0.9,
"decay": 0
}
},
"dataset": [
"ofai", "muspeak"
],
"batch_size": 32,
"nb_epoch": 50,
"target_seq_length": 270,
"workers": 8,
"use_multiprocessing": true
},
"exp2_cldnn": {
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"filters_list": [16, 64],
"lstm_units": [150],
"fc_units": [150],
"kernel_sizes": [9, 9],
"dropout": 0.131857,
"optimizer": {
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"momentum": 0.9,
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}
},
"dataset": [
"ofai", "muspeak"
],
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"nb_epoch": 50,
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"workers": 8,
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},
"exp3_tcn": {
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"optimizer": {
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"momentum": 0.9,
"decay": 0
}
},
"dataset": [
"ofai", "muspeak"
],
"batch_size": 32,
"nb_epoch": 50,
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"workers": 8,
"use_multiprocessing": true
},
"exp4_tcn": {
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"momentum": 0.9,
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}
},
"dataset": [
"ofai", "muspeak"
],
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"workers": 8,
"use_multiprocessing": true
},
"realtime": {
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}
},
"dataset": [
"ofai", "muspeak", "esc-50"
],
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"workers": 8,
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},
"final_1": {
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}
},
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],
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},
"final_2": {
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},
"dataset": [
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],
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},
"final_3": {
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],
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"high_quality": {
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},
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],
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}
},
"dataset": [
"sveriges_radio", "musan", "gtzan", "scheirer_slaney", "esc-50"
],
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},
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}
},
"dataset": [
"sveriges_radio", "musan", "gtzan", "scheirer_slaney", "ofai", "muspeak", "esc-50"
],
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"workers": 8,
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},
"test": {
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}
},
"dataset": [
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],
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"workers": 8,
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}
}