commit a24caf30e69bf7f2b02e89e428abe12eeba5adc1
parent 8fecd53188e05df328b6762f70fe0ca03350a8c5
Author: Steven Atkinson <steven@atkinson.mn>
Date: Mon, 16 Sep 2024 17:32:56 -0700
Update NAM-full configs (#463)
* Update NAM-full configs
* Update NAM-full LSTM config
Diffstat:
3 files changed, 36 insertions(+), 14 deletions(-)
diff --git a/nam_full_configs/data/single_pair.json b/nam_full_configs/data/single_pair.json
@@ -4,13 +4,13 @@
"representative of this!"
],
"train": {
- "start": null,
- "stop": -432000,
+ "start_seconds": null,
+ "stop_seconds": -9.0,
"ny": 8192
},
"validation": {
- "start": -432000,
- "stop": null,
+ "start_seconds": -9.0,
+ "stop_seconds": null,
"ny": null
},
"common": {
diff --git a/nam_full_configs/models/lstm.json b/nam_full_configs/models/lstm.json
@@ -18,19 +18,19 @@
"name": "LSTM",
"config": {
"num_layers": 3,
- "hidden_size": 24,
- "train_burn_in": 4096,
- "train_truncate": 512
+ "hidden_size": 18,
+ "train_burn_in": 8192,
+ "train_truncate": null
}
},
"loss": {
- "val_loss": "mse",
- "mask_first": 4096,
- "pre_emph_weight": 1.0,
- "pre_emph_coef": 0.85
+ "val_loss": "esr",
+ "mask_first": 8192,
+ "pre_emph_mrstft_weight": 0.002,
+ "pre_emph_mrstft_coef": 0.85
},
"optimizer": {
- "lr": 0.01
+ "lr": 0.008
},
"lr_scheduler": {
"class": "ExponentialLR",
diff --git a/nam_full_configs/models/wavenet.json b/nam_full_configs/models/wavenet.json
@@ -13,7 +13,18 @@
"channels": 16,
"head_size": 8,
"kernel_size": 3,
- "dilations": [1,2,4,8,16,32,64,128,256,512],
+ "dilations": [
+ 1,
+ 2,
+ 4,
+ 8,
+ 16,
+ 32,
+ 64,
+ 128,
+ 256,
+ 512
+ ],
"activation": "Tanh",
"gated": false,
"head_bias": false
@@ -24,7 +35,18 @@
"channels": 8,
"head_size": 1,
"kernel_size": 3,
- "dilations": [1,2,4,8,16,32,64,128,256,512],
+ "dilations": [
+ 1,
+ 2,
+ 4,
+ 8,
+ 16,
+ 32,
+ 64,
+ 128,
+ 256,
+ 512
+ ],
"activation": "Tanh",
"gated": false,
"head_bias": true
