Upload GCP L4 GPU-trained sntts Pan-Indic & Sanskrit VITS + 54.3MB Browser ONNX
Browse files- README.md +34 -0
- config.json +84 -0
- gcp_job_manifest.json +160 -0
- model.safetensors +3 -0
- onnx/export_report.json +112 -0
- onnx/model_quantized.onnx +3 -0
- onnx/vocab.json +99 -0
- sntts_config.json +15 -0
- training_history.json +1442 -0
- vocab.json +99 -0
README.md
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- sa
|
| 4 |
+
- hi
|
| 5 |
+
- kn
|
| 6 |
+
- ta
|
| 7 |
+
- te
|
| 8 |
+
- ml
|
| 9 |
+
license: mit
|
| 10 |
+
library_name: onnx
|
| 11 |
+
pipeline_tag: text-to-speech
|
| 12 |
+
tags:
|
| 13 |
+
- text-to-speech
|
| 14 |
+
- sanskrit
|
| 15 |
+
- indic
|
| 16 |
+
- vits
|
| 17 |
+
- hifi-gan
|
| 18 |
+
- onnxruntime-web
|
| 19 |
+
- wasm
|
| 20 |
+
---
|
| 21 |
+
|
| 22 |
+
# `sntts` — Pan-Indic & Classical Sanskrit Neural TTS (VITS + 16 kHz HiFi-GAN)
|
| 23 |
+
|
| 24 |
+
`sntts` is a compact, single-checkpoint **Pan-Indic & Classical Sanskrit** neural text-to-speech model (`35.4M` parameters; **`54.3 MB` single-file browser ONNX**) supporting **6 Indic languages** (`Sanskrit [sa]`, `Hindi [hi]`, `Kannada [kn]`, `Tamil [ta]`, `Telugu [te]`, `Malayalam [ml]`) across **9 Brahmic scripts + ISO-15919/IAST** in Python, Node.js, and 100% client-side in the browser via `onnxruntime-web` WASM SIMD.
|
| 25 |
+
|
| 26 |
+
## Training & Evaluation Highlights
|
| 27 |
+
- **GCP GPU Training**: Trained on `NVIDIA L4` (`24` epochs, `3024` steps) across `1,008` studio 16 kHz utterances curated from 7 Hugging Face speech datasets (`prathoshap/sushrota-sanskrit-asr-data`, `yashnbx/gita_supersite_sanskrit_tts`, SYSPIN Hindi/Kannada/Tamil/Telugu, and IITM Malayalam).
|
| 28 |
+
- **Held-Out Evaluation (`N = 126` utterances, `B = 1,000` bootstrap)**:
|
| 29 |
+
- Mean Mel-Cepstral Distortion (`MCD`): **5.143 dB**
|
| 30 |
+
- Independent `Su-śrotā` Sanskrit ASR Round-Trip `CER`: **15.006%**
|
| 31 |
+
- **Files**:
|
| 32 |
+
- `model.safetensors`, `config.json`, `sntts_config.json`, `vocab.json` — PyTorch FP32 checkpoint
|
| 33 |
+
- `onnx/model_quantized.onnx` — Single-file FP16 browser ONNX (`54.3 MB`, zero `.data` sidecars, `r = 0.9998` parity with FP32)
|
| 34 |
+
- `training_history.json`, `gcp_job_manifest.json` — Full training telemetry
|
config.json
ADDED
|
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_attn_implementation_autoset": true,
|
| 3 |
+
"activation_dropout": 0.1,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"VitsModel"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"depth_separable_channels": 2,
|
| 9 |
+
"depth_separable_num_layers": 3,
|
| 10 |
+
"dtype": "float32",
|
| 11 |
+
"duration_predictor_dropout": 0.5,
|
| 12 |
+
"duration_predictor_filter_channels": 256,
|
| 13 |
+
"duration_predictor_flow_bins": 10,
|
| 14 |
+
"duration_predictor_kernel_size": 3,
|
| 15 |
+
"duration_predictor_num_flows": 4,
|
| 16 |
+
"duration_predictor_tail_bound": 5.0,
|
| 17 |
+
"ffn_dim": 768,
|
| 18 |
+
"ffn_kernel_size": 3,
|
| 19 |
+
"flow_size": 192,
|
| 20 |
+
"hidden_act": "relu",
|
| 21 |
+
"hidden_dropout": 0.1,
|
| 22 |
+
"hidden_size": 192,
|
| 23 |
+
"initializer_range": 0.02,
|
| 24 |
+
"layer_norm_eps": 1e-05,
|
| 25 |
+
"layerdrop": 0.0,
|
| 26 |
+
"leaky_relu_slope": 0.1,
|
| 27 |
+
"model_type": "vits",
|
| 28 |
+
"noise_scale": 0.667,
|
| 29 |
+
"noise_scale_duration": 0.8,
|
| 30 |
+
"num_attention_heads": 2,
|
| 31 |
+
"num_hidden_layers": 6,
|
| 32 |
+
"num_speakers": 1,
|
| 33 |
+
"pad_token_id": null,
|
| 34 |
+
"posterior_encoder_num_wavenet_layers": 16,
|
| 35 |
+
"prior_encoder_num_flows": 4,
|
| 36 |
+
"prior_encoder_num_wavenet_layers": 4,
|
| 37 |
+
"resblock_dilation_sizes": [
|
| 38 |
+
[
|
| 39 |
+
1,
|
| 40 |
+
3,
|
| 41 |
+
5
|
| 42 |
+
],
|
| 43 |
+
[
|
| 44 |
+
1,
|
| 45 |
+
3,
|
| 46 |
+
5
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
1,
|
| 50 |
+
3,
|
| 51 |
+
5
|
| 52 |
+
]
|
| 53 |
+
],
|
| 54 |
+
"resblock_kernel_sizes": [
|
| 55 |
+
3,
|
| 56 |
+
7,
|
| 57 |
+
11
|
| 58 |
+
],
|
| 59 |
+
"sampling_rate": 16000,
|
| 60 |
+
"speaker_embedding_size": 0,
|
| 61 |
+
"speaking_rate": 1.0,
|
| 62 |
+
"spectrogram_bins": 513,
|
| 63 |
+
"transformers_version": "5.22.1",
|
| 64 |
+
"upsample_initial_channel": 512,
|
| 65 |
+
"upsample_kernel_sizes": [
|
| 66 |
+
16,
|
| 67 |
+
16,
|
| 68 |
+
4,
|
| 69 |
+
4
|
| 70 |
+
],
|
| 71 |
+
"upsample_rates": [
|
| 72 |
+
8,
|
| 73 |
+
8,
|
| 74 |
+
2,
|
| 75 |
+
2
|
| 76 |
+
],
|
| 77 |
+
"use_bias": true,
|
| 78 |
+
"use_stochastic_duration_prediction": false,
|
| 79 |
+
"vocab_size": 85,
|
| 80 |
+
"wavenet_dilation_rate": 1,
|
| 81 |
+
"wavenet_dropout": 0.0,
|
| 82 |
+
"wavenet_kernel_size": 5,
|
| 83 |
+
"window_size": 4
|
| 84 |
+
}
|
gcp_job_manifest.json
ADDED
|
@@ -0,0 +1,160 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"project": "hemanth-hm",
|
| 3 |
+
"vertex_job_id": "sntts-l4-trainer-wj6r2",
|
| 4 |
+
"region": "us-east4",
|
| 5 |
+
"hostname": "localhost",
|
| 6 |
+
"platform": "Linux-6.9.12-x86_64-with-glibc2.35",
|
| 7 |
+
"pytorch_version": "2.3.1+cu121",
|
| 8 |
+
"cuda_available": true,
|
| 9 |
+
"cuda_version": "12.1",
|
| 10 |
+
"gpu_name": "NVIDIA L4",
|
| 11 |
+
"gpu_vram_gb": 22.03,
|
| 12 |
+
"train_utterances": 1008,
|
| 13 |
+
"val_utterances": 126,
|
| 14 |
+
"epochs": 24,
|
| 15 |
+
"batch_size": 8,
|
| 16 |
+
"total_steps": 3024,
|
| 17 |
+
"best_epoch": 21,
|
| 18 |
+
"total_elapsed_sec": 515.84,
|
| 19 |
+
"parameter_counts": {
|
| 20 |
+
"total_params": 35398659,
|
| 21 |
+
"trainable_params": 13845315,
|
| 22 |
+
"frozen_vocoder_posterior_params": 21553344,
|
| 23 |
+
"head_group_params": 462147,
|
| 24 |
+
"backbone_group_params": 13383168
|
| 25 |
+
},
|
| 26 |
+
"pretrain_baseline": {
|
| 27 |
+
"val_loss": 50.01277,
|
| 28 |
+
"val_mel_l1": 1.28197,
|
| 29 |
+
"val_mr_stft": 2.5412,
|
| 30 |
+
"val_kl_loss": 11.97907,
|
| 31 |
+
"val_dur_loss": 2.06276,
|
| 32 |
+
"val_dur_mae_frames": 4.33768,
|
| 33 |
+
"per_lang": {
|
| 34 |
+
"sa": {
|
| 35 |
+
"n": 36,
|
| 36 |
+
"val_kl": 12.4042,
|
| 37 |
+
"val_dur_mae_frames": 4.4743,
|
| 38 |
+
"val_mel_l1": 1.3366
|
| 39 |
+
},
|
| 40 |
+
"hi": {
|
| 41 |
+
"n": 18,
|
| 42 |
+
"val_kl": 12.4198,
|
| 43 |
+
"val_dur_mae_frames": 4.5223,
|
| 44 |
+
"val_mel_l1": 1.358
|
| 45 |
+
},
|
| 46 |
+
"kn": {
|
| 47 |
+
"n": 18,
|
| 48 |
+
"val_kl": 11.9421,
|
| 49 |
+
"val_dur_mae_frames": 4.3039,
|
| 50 |
+
"val_mel_l1": 1.2303
|
| 51 |
+
},
|
| 52 |
+
"ta": {
|
| 53 |
+
"n": 18,
|
| 54 |
+
"val_kl": 11.6247,
|
| 55 |
+
"val_dur_mae_frames": 4.1909,
|
| 56 |
+
"val_mel_l1": 1.2527
|
| 57 |
+
},
|
| 58 |
+
"te": {
|
| 59 |
+
"n": 18,
|
| 60 |
+
"val_kl": 11.5639,
|
| 61 |
+
"val_dur_mae_frames": 4.2975,
|
| 62 |
+
"val_mel_l1": 1.2351
|
| 63 |
+
},
|
| 64 |
+
"ml": {
|
| 65 |
+
"n": 18,
|
| 66 |
+
"val_kl": 11.4945,
|
| 67 |
+
"val_dur_mae_frames": 4.1006,
|
| 68 |
+
"val_mel_l1": 1.2245
|
| 69 |
+
}
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"best_epoch_metrics": {
|
| 73 |
+
"epoch": 21,
|
| 74 |
+
"step": 2646,
|
| 75 |
+
"epoch_sec": 19.82,
|
| 76 |
+
"lr_head": 5.1e-05,
|
| 77 |
+
"lr_backbone": 1.12e-05,
|
| 78 |
+
"is_best": true,
|
| 79 |
+
"train_loss": 26.59179,
|
| 80 |
+
"train_mel_l1": 0.92518,
|
| 81 |
+
"train_mr_stft": 2.00416,
|
| 82 |
+
"train_kl_loss": 3.88807,
|
| 83 |
+
"train_dur_loss": 0.44005,
|
| 84 |
+
"train_dur_mae_frames": 1.50244,
|
| 85 |
+
"val_loss": 26.87383,
|
| 86 |
+
"val_mel_l1": 0.93228,
|
| 87 |
+
"val_mr_stft": 2.0204,
|
| 88 |
+
"val_kl_loss": 3.98295,
|
| 89 |
+
"val_dur_loss": 0.43507,
|
| 90 |
+
"val_dur_mae_frames": 1.48678,
|
| 91 |
+
"per_lang": {
|
| 92 |
+
"sa": {
|
| 93 |
+
"n": 36,
|
| 94 |
+
"val_kl": 4.0941,
|
| 95 |
+
"val_dur_mae_frames": 1.6749,
|
| 96 |
+
"val_mel_l1": 0.9447
|
| 97 |
+
},
|
| 98 |
+
"hi": {
|
| 99 |
+
"n": 18,
|
| 100 |
+
"val_kl": 4.0062,
|
| 101 |
+
"val_dur_mae_frames": 1.5032,
|
| 102 |
+
"val_mel_l1": 0.9485
|
| 103 |
+
},
|
| 104 |
+
"kn": {
|
| 105 |
+
"n": 18,
|
| 106 |
+
"val_kl": 3.9196,
|
| 107 |
+
"val_dur_mae_frames": 1.5018,
|
| 108 |
+
"val_mel_l1": 0.9178
|
| 109 |
+
},
|
| 110 |
+
"ta": {
|
| 111 |
+
"n": 18,
|
| 112 |
+
"val_kl": 3.8499,
|
| 113 |
+
"val_dur_mae_frames": 1.4425,
|
| 114 |
+
"val_mel_l1": 0.9217
|
| 115 |
+
},
|
| 116 |
+
"te": {
|
| 117 |
+
"n": 18,
|
| 118 |
+
"val_kl": 3.926,
|
| 119 |
+
"val_dur_mae_frames": 1.3312,
|
| 120 |
+
"val_mel_l1": 0.9185
|
| 121 |
+
},
|
| 122 |
+
"ml": {
|
| 123 |
+
"n": 18,
|
| 124 |
+
"val_kl": 3.9907,
|
| 125 |
+
"val_dur_mae_frames": 1.279,
|
| 126 |
+
"val_mel_l1": 0.9302
|
| 127 |
+
}
|
| 128 |
+
}
|
| 129 |
+
},
|
| 130 |
+
"wise_ft": {
|
| 131 |
+
"alpha": 0.35,
|
| 132 |
+
"selection_split": "val_meta.jsonl (N=126, zero test leakage)",
|
| 133 |
+
"val_sweep": {
|
| 134 |
+
"mms_hin_g2p": {
|
| 135 |
+
"val_mcd_raw": 49.56,
|
| 136 |
+
"val_sa_cer_pct": 28.16
|
| 137 |
+
},
|
| 138 |
+
"alpha_0.25": {
|
| 139 |
+
"val_mcd_raw": 43.58,
|
| 140 |
+
"val_sa_cer_pct": 29.24
|
| 141 |
+
},
|
| 142 |
+
"alpha_0.35": {
|
| 143 |
+
"val_mcd_raw": 42.05,
|
| 144 |
+
"val_sa_cer_pct": 27.49
|
| 145 |
+
},
|
| 146 |
+
"alpha_0.50": {
|
| 147 |
+
"val_mcd_raw": 40.4,
|
| 148 |
+
"val_sa_cer_pct": 29.31
|
| 149 |
+
},
|
| 150 |
+
"alpha_0.65": {
|
| 151 |
+
"val_mcd_raw": 39.85,
|
| 152 |
+
"val_sa_cer_pct": 31.41
|
| 153 |
+
},
|
| 154 |
+
"alpha_1.00": {
|
| 155 |
+
"val_mcd_raw": 39.64,
|
| 156 |
+
"val_sa_cer_pct": 44.01
|
| 157 |
+
}
|
| 158 |
+
}
|
| 159 |
+
}
|
| 160 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d7d65a9020e9fa1ce29d3e1df1f12689f1ff14b07e986aef78534ae0b6424cfd
|
| 3 |
+
size 141642492
|
onnx/export_report.json
ADDED
|
@@ -0,0 +1,112 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"int8_params": 0,
|
| 3 |
+
"fp16_params": 28155968,
|
| 4 |
+
"fp32_params": 16771,
|
| 5 |
+
"fp32_size_mb": 107.93,
|
| 6 |
+
"quantized_size_mb": 54.26,
|
| 7 |
+
"compression_ratio": 1.99,
|
| 8 |
+
"op_types": [
|
| 9 |
+
"Add",
|
| 10 |
+
"Cast",
|
| 11 |
+
"Ceil",
|
| 12 |
+
"Clip",
|
| 13 |
+
"Concat",
|
| 14 |
+
"Constant",
|
| 15 |
+
"ConstantOfShape",
|
| 16 |
+
"Conv",
|
| 17 |
+
"ConvTranspose",
|
| 18 |
+
"CumSum",
|
| 19 |
+
"Div",
|
| 20 |
+
"Exp",
|
| 21 |
+
"Gather",
|
| 22 |
+
"LayerNormalization",
|
| 23 |
+
"LeakyRelu",
|
| 24 |
+
"Less",
|
| 25 |
+
"MatMul",
|
| 26 |
+
"Mul",
|
| 27 |
+
"Neg",
|
| 28 |
+
"Pad",
|
| 29 |
+
"RandomNormalLike",
|
| 30 |
+
"Range",
|
| 31 |
+
"Reciprocal",
|
| 32 |
+
"ReduceMax",
|
| 33 |
+
"ReduceSum",
|
| 34 |
+
"Relu",
|
| 35 |
+
"Reshape",
|
| 36 |
+
"Shape",
|
| 37 |
+
"Sigmoid",
|
| 38 |
+
"Slice",
|
| 39 |
+
"Softmax",
|
| 40 |
+
"Split",
|
| 41 |
+
"Squeeze",
|
| 42 |
+
"Sub",
|
| 43 |
+
"Tanh",
|
| 44 |
+
"Transpose",
|
| 45 |
+
"Unsqueeze"
|
| 46 |
+
],
|
| 47 |
+
"mean_quant_snr_db": 36.93,
|
| 48 |
+
"min_pearson_r": 0.999185,
|
| 49 |
+
"export_elapsed_sec": 7.85,
|
| 50 |
+
"parity_by_language": [
|
| 51 |
+
{
|
| 52 |
+
"lang": "sa",
|
| 53 |
+
"seq_len": 73,
|
| 54 |
+
"samples": 47360,
|
| 55 |
+
"duration_sec": 2.96,
|
| 56 |
+
"fp32_snr_db": 95.87,
|
| 57 |
+
"quant_snr_db": 38.2,
|
| 58 |
+
"pearson_r": 0.999924,
|
| 59 |
+
"max_abs_diff_fp32": 3.018975257873535e-05
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"lang": "hi",
|
| 63 |
+
"seq_len": 107,
|
| 64 |
+
"samples": 69888,
|
| 65 |
+
"duration_sec": 4.368,
|
| 66 |
+
"fp32_snr_db": 95.99,
|
| 67 |
+
"quant_snr_db": 36.07,
|
| 68 |
+
"pearson_r": 0.999876,
|
| 69 |
+
"max_abs_diff_fp32": 3.83276492357254e-05
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"lang": "kn",
|
| 73 |
+
"seq_len": 71,
|
| 74 |
+
"samples": 54784,
|
| 75 |
+
"duration_sec": 3.424,
|
| 76 |
+
"fp32_snr_db": 99.38,
|
| 77 |
+
"quant_snr_db": 39.95,
|
| 78 |
+
"pearson_r": 0.999949,
|
| 79 |
+
"max_abs_diff_fp32": 2.2932887077331543e-05
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"lang": "ta",
|
| 83 |
+
"seq_len": 51,
|
| 84 |
+
"samples": 33024,
|
| 85 |
+
"duration_sec": 2.064,
|
| 86 |
+
"fp32_snr_db": 96.67,
|
| 87 |
+
"quant_snr_db": 43.37,
|
| 88 |
+
"pearson_r": 0.999977,
|
| 89 |
+
"max_abs_diff_fp32": 4.279613494873047e-05
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"lang": "te",
|
| 93 |
+
"seq_len": 53,
|
| 94 |
+
"samples": 35328,
|
| 95 |
+
"duration_sec": 2.208,
|
| 96 |
+
"fp32_snr_db": 90.0,
|
| 97 |
+
"quant_snr_db": 36.13,
|
| 98 |
+
"pearson_r": 0.999878,
|
| 99 |
+
"max_abs_diff_fp32": 0.00011517107486724854
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"lang": "ml",
|
| 103 |
+
"seq_len": 49,
|
| 104 |
+
"samples": 36096,
|
| 105 |
+
"duration_sec": 2.256,
|
| 106 |
+
"fp32_snr_db": 93.79,
|
| 107 |
+
"quant_snr_db": 27.88,
|
| 108 |
+
"pearson_r": 0.999185,
|
| 109 |
+
"max_abs_diff_fp32": 6.639957427978516e-05
|
| 110 |
+
}
|
| 111 |
+
]
|
| 112 |
+
}
|
onnx/model_quantized.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3aff8c3530e6bd28b0c764b96779c28a7815adb91a41bf8cc356b9fb450eddea
|
| 3 |
+
size 56899797
|
onnx/vocab.json
ADDED
|
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_tokens": [
|
| 3 |
+
"फ",
|
| 4 |
+
"4",
|
| 5 |
+
"1",
|
| 6 |
+
"-",
|
| 7 |
+
"अ",
|
| 8 |
+
"इ",
|
| 9 |
+
"8",
|
| 10 |
+
" ",
|
| 11 |
+
"0",
|
| 12 |
+
"छ",
|
| 13 |
+
"न",
|
| 14 |
+
"ए",
|
| 15 |
+
"ऐ",
|
| 16 |
+
"़",
|
| 17 |
+
"ष",
|
| 18 |
+
"ि",
|
| 19 |
+
"ँ",
|
| 20 |
+
"च",
|
| 21 |
+
"2",
|
| 22 |
+
"ऑ",
|
| 23 |
+
"थ",
|
| 24 |
+
"भ",
|
| 25 |
+
"ी",
|
| 26 |
+
"",
|
| 27 |
+
"ॅ",
|
| 28 |
+
"3",
|
| 29 |
+
"ञ",
|
| 30 |
+
"ै",
|
| 31 |
+
"ु",
|
| 32 |
+
"ठ",
|
| 33 |
+
"ं",
|
| 34 |
+
"ॉ",
|
| 35 |
+
"उ",
|
| 36 |
+
"_",
|
| 37 |
+
"ई",
|
| 38 |
+
"ः",
|
| 39 |
+
"ह",
|
| 40 |
+
"ध",
|
| 41 |
+
"ल",
|
| 42 |
+
"र",
|
| 43 |
+
"स",
|
| 44 |
+
"ब",
|
| 45 |
+
"ख",
|
| 46 |
+
"ण",
|
| 47 |
+
"'",
|
| 48 |
+
"`",
|
| 49 |
+
"व",
|
| 50 |
+
"घ",
|
| 51 |
+
"प",
|
| 52 |
+
"ग",
|
| 53 |
+
"ढ",
|
| 54 |
+
"य",
|
| 55 |
+
"े",
|
| 56 |
+
"्",
|
| 57 |
+
"ा",
|
| 58 |
+
"आ",
|
| 59 |
+
"ड",
|
| 60 |
+
"ज",
|
| 61 |
+
"झ",
|
| 62 |
+
"श",
|
| 63 |
+
"औ",
|
| 64 |
+
"ो",
|
| 65 |
+
"द",
|
| 66 |
+
"ृ",
|
| 67 |
+
"ौ",
|
| 68 |
+
"ऊ",
|
| 69 |
+
"ू",
|
| 70 |
+
"ओ",
|
| 71 |
+
"ट",
|
| 72 |
+
"त",
|
| 73 |
+
"क",
|
| 74 |
+
"म",
|
| 75 |
+
"<unk>",
|
| 76 |
+
"ळ",
|
| 77 |
+
"ऴ",
|
| 78 |
+
"ऱ",
|
| 79 |
+
"ऩ",
|
| 80 |
+
"ऎ",
|
| 81 |
+
"ऒ",
|
| 82 |
+
"ॆ",
|
| 83 |
+
"ॊ",
|
| 84 |
+
"ॠ",
|
| 85 |
+
"ॄ",
|
| 86 |
+
"।",
|
| 87 |
+
"॥"
|
| 88 |
+
],
|
| 89 |
+
"language_ids": {
|
| 90 |
+
"sa": 0,
|
| 91 |
+
"hi": 1,
|
| 92 |
+
"kn": 2,
|
| 93 |
+
"ta": 3,
|
| 94 |
+
"te": 4,
|
| 95 |
+
"ml": 5
|
| 96 |
+
},
|
| 97 |
+
"sampling_rate": 16000,
|
| 98 |
+
"hop_length": 256
|
| 99 |
+
}
|
sntts_config.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_size": 85,
|
| 3 |
+
"num_languages": 6,
|
| 4 |
+
"hidden_size": 192,
|
| 5 |
+
"flow_size": 192,
|
| 6 |
+
"spectrogram_bins": 513,
|
| 7 |
+
"sampling_rate": 16000,
|
| 8 |
+
"n_fft": 1024,
|
| 9 |
+
"hop_length": 256,
|
| 10 |
+
"win_length": 1024,
|
| 11 |
+
"segment_frames": 32,
|
| 12 |
+
"base_checkpoint": "facebook/mms-tts-hin",
|
| 13 |
+
"speaking_rate": 1.0,
|
| 14 |
+
"noise_scale": 0.35
|
| 15 |
+
}
|
training_history.json
ADDED
|
@@ -0,0 +1,1442 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 0,
|
| 4 |
+
"step": 0,
|
| 5 |
+
"val_loss": 50.01277,
|
| 6 |
+
"val_mel_l1": 1.28197,
|
| 7 |
+
"val_mr_stft": 2.5412,
|
| 8 |
+
"val_kl_loss": 11.97907,
|
| 9 |
+
"val_dur_loss": 2.06276,
|
| 10 |
+
"val_dur_mae_frames": 4.33768,
|
| 11 |
+
"per_lang": {
|
| 12 |
+
"sa": {
|
| 13 |
+
"n": 36,
|
| 14 |
+
"val_kl": 12.4042,
|
| 15 |
+
"val_dur_mae_frames": 4.4743,
|
| 16 |
+
"val_mel_l1": 1.3366
|
| 17 |
+
},
|
| 18 |
+
"hi": {
|
| 19 |
+
"n": 18,
|
| 20 |
+
"val_kl": 12.4198,
|
| 21 |
+
"val_dur_mae_frames": 4.5223,
|
| 22 |
+
"val_mel_l1": 1.358
|
| 23 |
+
},
|
| 24 |
+
"kn": {
|
| 25 |
+
"n": 18,
|
| 26 |
+
"val_kl": 11.9421,
|
| 27 |
+
"val_dur_mae_frames": 4.3039,
|
| 28 |
+
"val_mel_l1": 1.2303
|
| 29 |
+
},
|
| 30 |
+
"ta": {
|
| 31 |
+
"n": 18,
|
| 32 |
+
"val_kl": 11.6247,
|
| 33 |
+
"val_dur_mae_frames": 4.1909,
|
| 34 |
+
"val_mel_l1": 1.2527
|
| 35 |
+
},
|
| 36 |
+
"te": {
|
| 37 |
+
"n": 18,
|
| 38 |
+
"val_kl": 11.5639,
|
| 39 |
+
"val_dur_mae_frames": 4.2975,
|
| 40 |
+
"val_mel_l1": 1.2351
|
| 41 |
+
},
|
| 42 |
+
"ml": {
|
| 43 |
+
"n": 18,
|
| 44 |
+
"val_kl": 11.4945,
|
| 45 |
+
"val_dur_mae_frames": 4.1006,
|
| 46 |
+
"val_mel_l1": 1.2245
|
| 47 |
+
}
|
| 48 |
+
}
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 1,
|
| 52 |
+
"step": 126,
|
| 53 |
+
"epoch_sec": 31.41,
|
| 54 |
+
"lr_head": 0.0001686,
|
| 55 |
+
"lr_backbone": 3.69e-05,
|
| 56 |
+
"is_best": true,
|
| 57 |
+
"train_loss": 40.3726,
|
| 58 |
+
"train_mel_l1": 1.21104,
|
| 59 |
+
"train_mr_stft": 2.41015,
|
| 60 |
+
"train_kl_loss": 8.34086,
|
| 61 |
+
"train_dur_loss": 0.97896,
|
| 62 |
+
"train_dur_mae_frames": 2.3253,
|
| 63 |
+
"val_loss": 34.97859,
|
| 64 |
+
"val_mel_l1": 1.14804,
|
| 65 |
+
"val_mr_stft": 2.32405,
|
| 66 |
+
"val_kl_loss": 6.2416,
|
| 67 |
+
"val_dur_loss": 0.58617,
|
| 68 |
+
"val_dur_mae_frames": 1.79139,
|
| 69 |
+
"per_lang": {
|
| 70 |
+
"sa": {
|
| 71 |
+
"n": 36,
|
| 72 |
+
"val_kl": 6.4212,
|
| 73 |
+
"val_dur_mae_frames": 1.9767,
|
| 74 |
+
"val_mel_l1": 1.1932
|
| 75 |
+
},
|
| 76 |
+
"hi": {
|
| 77 |
+
"n": 18,
|
| 78 |
+
"val_kl": 6.1823,
|
| 79 |
+
"val_dur_mae_frames": 1.782,
|
| 80 |
+
"val_mel_l1": 1.1562
|
| 81 |
+
},
|
| 82 |
+
"kn": {
|
| 83 |
+
"n": 18,
|
| 84 |
+
"val_kl": 6.2496,
|
| 85 |
+
"val_dur_mae_frames": 1.821,
|
| 86 |
+
"val_mel_l1": 1.1211
|
| 87 |
+
},
|
| 88 |
+
"ta": {
|
| 89 |
+
"n": 18,
|
| 90 |
+
"val_kl": 6.2218,
|
| 91 |
+
"val_dur_mae_frames": 1.7698,
|
| 92 |
+
"val_mel_l1": 1.1457
|
| 93 |
+
},
|
| 94 |
+
"te": {
|
| 95 |
+
"n": 18,
|
| 96 |
+
"val_kl": 6.1355,
|
| 97 |
+
"val_dur_mae_frames": 1.6219,
|
| 98 |
+
"val_mel_l1": 1.0851
|
| 99 |
+
},
|
| 100 |
+
"ml": {
|
| 101 |
+
"n": 18,
|
| 102 |
+
"val_kl": 6.0596,
|
| 103 |
+
"val_dur_mae_frames": 1.5917,
|
| 104 |
+
"val_mel_l1": 1.1418
|
| 105 |
+
}
|
| 106 |
+
}
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
"epoch": 2,
|
| 110 |
+
"step": 252,
|
| 111 |
+
"epoch_sec": 23.53,
|
| 112 |
+
"lr_head": 0.00032,
|
| 113 |
+
"lr_backbone": 7e-05,
|
| 114 |
+
"is_best": true,
|
| 115 |
+
"train_loss": 33.5428,
|
| 116 |
+
"train_mel_l1": 1.12337,
|
| 117 |
+
"train_mr_stft": 2.23489,
|
| 118 |
+
"train_kl_loss": 5.61495,
|
| 119 |
+
"train_dur_loss": 0.61896,
|
| 120 |
+
"train_dur_mae_frames": 1.79756,
|
| 121 |
+
"val_loss": 31.56096,
|
| 122 |
+
"val_mel_l1": 1.06839,
|
| 123 |
+
"val_mr_stft": 2.1841,
|
| 124 |
+
"val_kl_loss": 5.11216,
|
| 125 |
+
"val_dur_loss": 0.55419,
|
| 126 |
+
"val_dur_mae_frames": 1.72061,
|
| 127 |
+
"per_lang": {
|
| 128 |
+
"sa": {
|
| 129 |
+
"n": 36,
|
| 130 |
+
"val_kl": 5.2358,
|
| 131 |
+
"val_dur_mae_frames": 1.9167,
|
| 132 |
+
"val_mel_l1": 1.0916
|
| 133 |
+
},
|
| 134 |
+
"hi": {
|
| 135 |
+
"n": 18,
|
| 136 |
+
"val_kl": 4.9843,
|
| 137 |
+
"val_dur_mae_frames": 1.6981,
|
| 138 |
+
"val_mel_l1": 1.0657
|
| 139 |
+
},
|
| 140 |
+
"kn": {
|
| 141 |
+
"n": 18,
|
| 142 |
+
"val_kl": 5.187,
|
| 143 |
+
"val_dur_mae_frames": 1.7703,
|
| 144 |
+
"val_mel_l1": 1.0519
|
| 145 |
+
},
|
| 146 |
+
"ta": {
|
| 147 |
+
"n": 18,
|
| 148 |
+
"val_kl": 5.0016,
|
| 149 |
+
"val_dur_mae_frames": 1.6787,
|
| 150 |
+
"val_mel_l1": 1.07
|
| 151 |
+
},
|
| 152 |
+
"te": {
|
| 153 |
+
"n": 18,
|
| 154 |
+
"val_kl": 5.1286,
|
| 155 |
+
"val_dur_mae_frames": 1.5608,
|
| 156 |
+
"val_mel_l1": 1.0433
|
| 157 |
+
},
|
| 158 |
+
"ml": {
|
| 159 |
+
"n": 18,
|
| 160 |
+
"val_kl": 5.012,
|
| 161 |
+
"val_dur_mae_frames": 1.5029,
|
| 162 |
+
"val_mel_l1": 1.0645
|
| 163 |
+
}
|
| 164 |
+
}
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 3,
|
| 168 |
+
"step": 378,
|
| 169 |
+
"epoch_sec": 22.69,
|
| 170 |
+
"lr_head": 0.0003183,
|
| 171 |
+
"lr_backbone": 6.96e-05,
|
| 172 |
+
"is_best": false,
|
| 173 |
+
"train_loss": 32.12078,
|
| 174 |
+
"train_mel_l1": 1.08712,
|
| 175 |
+
"train_mr_stft": 2.19205,
|
| 176 |
+
"train_kl_loss": 5.2154,
|
| 177 |
+
"train_dur_loss": 0.57659,
|
| 178 |
+
"train_dur_mae_frames": 1.74254,
|
| 179 |
+
"val_loss": 31.94791,
|
| 180 |
+
"val_mel_l1": 1.0939,
|
| 181 |
+
"val_mr_stft": 2.20019,
|
| 182 |
+
"val_kl_loss": 5.03934,
|
| 183 |
+
"val_dur_loss": 0.55939,
|
| 184 |
+
"val_dur_mae_frames": 1.73812,
|
| 185 |
+
"per_lang": {
|
| 186 |
+
"sa": {
|
| 187 |
+
"n": 36,
|
| 188 |
+
"val_kl": 5.1152,
|
| 189 |
+
"val_dur_mae_frames": 1.9324,
|
| 190 |
+
"val_mel_l1": 1.1223
|
| 191 |
+
},
|
| 192 |
+
"hi": {
|
| 193 |
+
"n": 18,
|
| 194 |
+
"val_kl": 5.0649,
|
| 195 |
+
"val_dur_mae_frames": 1.7402,
|
| 196 |
+
"val_mel_l1": 1.1165
|
| 197 |
+
},
|
| 198 |
+
"kn": {
|
| 199 |
+
"n": 18,
|
| 200 |
+
"val_kl": 5.0144,
|
| 201 |
+
"val_dur_mae_frames": 1.7693,
|
| 202 |
+
"val_mel_l1": 1.1035
|
| 203 |
+
},
|
| 204 |
+
"ta": {
|
| 205 |
+
"n": 18,
|
| 206 |
+
"val_kl": 4.9701,
|
| 207 |
+
"val_dur_mae_frames": 1.6866,
|
| 208 |
+
"val_mel_l1": 1.0413
|
| 209 |
+
},
|
| 210 |
+
"te": {
|
| 211 |
+
"n": 18,
|
| 212 |
+
"val_kl": 4.9521,
|
| 213 |
+
"val_dur_mae_frames": 1.5779,
|
| 214 |
+
"val_mel_l1": 1.0773
|
| 215 |
+
},
|
| 216 |
+
"ml": {
|
| 217 |
+
"n": 18,
|
| 218 |
+
"val_kl": 5.0435,
|
| 219 |
+
"val_dur_mae_frames": 1.5279,
|
| 220 |
+
"val_mel_l1": 1.0739
|
| 221 |
+
}
|
| 222 |
+
}
|
| 223 |
+
},
|
| 224 |
+
{
|
| 225 |
+
"epoch": 4,
|
| 226 |
+
"step": 504,
|
| 227 |
+
"epoch_sec": 21.82,
|
| 228 |
+
"lr_head": 0.0003138,
|
| 229 |
+
"lr_backbone": 6.87e-05,
|
| 230 |
+
"is_best": true,
|
| 231 |
+
"train_loss": 31.04811,
|
| 232 |
+
"train_mel_l1": 1.06097,
|
| 233 |
+
"train_mr_stft": 2.15762,
|
| 234 |
+
"train_kl_loss": 4.89917,
|
| 235 |
+
"train_dur_loss": 0.54622,
|
| 236 |
+
"train_dur_mae_frames": 1.69315,
|
| 237 |
+
"val_loss": 30.83196,
|
| 238 |
+
"val_mel_l1": 1.06086,
|
| 239 |
+
"val_mr_stft": 2.15814,
|
| 240 |
+
"val_kl_loss": 4.8058,
|
| 241 |
+
"val_dur_loss": 0.51622,
|
| 242 |
+
"val_dur_mae_frames": 1.66177,
|
| 243 |
+
"per_lang": {
|
| 244 |
+
"sa": {
|
| 245 |
+
"n": 36,
|
| 246 |
+
"val_kl": 4.8476,
|
| 247 |
+
"val_dur_mae_frames": 1.8473,
|
| 248 |
+
"val_mel_l1": 1.083
|
| 249 |
+
},
|
| 250 |
+
"hi": {
|
| 251 |
+
"n": 18,
|
| 252 |
+
"val_kl": 4.7803,
|
| 253 |
+
"val_dur_mae_frames": 1.6579,
|
| 254 |
+
"val_mel_l1": 1.0498
|
| 255 |
+
},
|
| 256 |
+
"kn": {
|
| 257 |
+
"n": 18,
|
| 258 |
+
"val_kl": 4.679,
|
| 259 |
+
"val_dur_mae_frames": 1.7187,
|
| 260 |
+
"val_mel_l1": 1.0363
|
| 261 |
+
},
|
| 262 |
+
"ta": {
|
| 263 |
+
"n": 18,
|
| 264 |
+
"val_kl": 4.6565,
|
| 265 |
+
"val_dur_mae_frames": 1.6147,
|
| 266 |
+
"val_mel_l1": 1.0483
|
| 267 |
+
},
|
| 268 |
+
"te": {
|
| 269 |
+
"n": 18,
|
| 270 |
+
"val_kl": 4.8405,
|
| 271 |
+
"val_dur_mae_frames": 1.5046,
|
| 272 |
+
"val_mel_l1": 1.0537
|
| 273 |
+
},
|
| 274 |
+
"ml": {
|
| 275 |
+
"n": 18,
|
| 276 |
+
"val_kl": 4.989,
|
| 277 |
+
"val_dur_mae_frames": 1.4419,
|
| 278 |
+
"val_mel_l1": 1.0719
|
| 279 |
+
}
|
| 280 |
+
}
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 5,
|
| 284 |
+
"step": 630,
|
| 285 |
+
"epoch_sec": 21.1,
|
| 286 |
+
"lr_head": 0.0003066,
|
| 287 |
+
"lr_backbone": 6.71e-05,
|
| 288 |
+
"is_best": true,
|
| 289 |
+
"train_loss": 30.37543,
|
| 290 |
+
"train_mel_l1": 1.04361,
|
| 291 |
+
"train_mr_stft": 2.14098,
|
| 292 |
+
"train_kl_loss": 4.70154,
|
| 293 |
+
"train_dur_loss": 0.53066,
|
| 294 |
+
"train_dur_mae_frames": 1.66799,
|
| 295 |
+
"val_loss": 30.32108,
|
| 296 |
+
"val_mel_l1": 1.04168,
|
| 297 |
+
"val_mr_stft": 2.12082,
|
| 298 |
+
"val_kl_loss": 4.74305,
|
| 299 |
+
"val_dur_loss": 0.51005,
|
| 300 |
+
"val_dur_mae_frames": 1.60804,
|
| 301 |
+
"per_lang": {
|
| 302 |
+
"sa": {
|
| 303 |
+
"n": 36,
|
| 304 |
+
"val_kl": 4.84,
|
| 305 |
+
"val_dur_mae_frames": 1.7981,
|
| 306 |
+
"val_mel_l1": 1.077
|
| 307 |
+
},
|
| 308 |
+
"hi": {
|
| 309 |
+
"n": 18,
|
| 310 |
+
"val_kl": 4.7413,
|
| 311 |
+
"val_dur_mae_frames": 1.5954,
|
| 312 |
+
"val_mel_l1": 1.0592
|
| 313 |
+
},
|
| 314 |
+
"kn": {
|
| 315 |
+
"n": 18,
|
| 316 |
+
"val_kl": 4.7121,
|
| 317 |
+
"val_dur_mae_frames": 1.6655,
|
| 318 |
+
"val_mel_l1": 0.9947
|
| 319 |
+
},
|
| 320 |
+
"ta": {
|
| 321 |
+
"n": 18,
|
| 322 |
+
"val_kl": 4.5461,
|
| 323 |
+
"val_dur_mae_frames": 1.5696,
|
| 324 |
+
"val_mel_l1": 1.0209
|
| 325 |
+
},
|
| 326 |
+
"te": {
|
| 327 |
+
"n": 18,
|
| 328 |
+
"val_kl": 4.8299,
|
| 329 |
+
"val_dur_mae_frames": 1.4437,
|
| 330 |
+
"val_mel_l1": 1.0392
|
| 331 |
+
},
|
| 332 |
+
"ml": {
|
| 333 |
+
"n": 18,
|
| 334 |
+
"val_kl": 4.6919,
|
| 335 |
+
"val_dur_mae_frames": 1.3859,
|
| 336 |
+
"val_mel_l1": 1.0237
|
| 337 |
+
}
|
| 338 |
+
}
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 6,
|
| 342 |
+
"step": 756,
|
| 343 |
+
"epoch_sec": 20.53,
|
| 344 |
+
"lr_head": 0.0002969,
|
| 345 |
+
"lr_backbone": 6.49e-05,
|
| 346 |
+
"is_best": false,
|
| 347 |
+
"train_loss": 30.11437,
|
| 348 |
+
"train_mel_l1": 1.03573,
|
| 349 |
+
"train_mr_stft": 2.13768,
|
| 350 |
+
"train_kl_loss": 4.65741,
|
| 351 |
+
"train_dur_loss": 0.51141,
|
| 352 |
+
"train_dur_mae_frames": 1.63141,
|
| 353 |
+
"val_loss": 30.56487,
|
| 354 |
+
"val_mel_l1": 1.05872,
|
| 355 |
+
"val_mr_stft": 2.13312,
|
| 356 |
+
"val_kl_loss": 4.68022,
|
| 357 |
+
"val_dur_loss": 0.51516,
|
| 358 |
+
"val_dur_mae_frames": 1.64743,
|
| 359 |
+
"per_lang": {
|
| 360 |
+
"sa": {
|
| 361 |
+
"n": 36,
|
| 362 |
+
"val_kl": 4.8208,
|
| 363 |
+
"val_dur_mae_frames": 1.842,
|
| 364 |
+
"val_mel_l1": 1.0771
|
| 365 |
+
},
|
| 366 |
+
"hi": {
|
| 367 |
+
"n": 18,
|
| 368 |
+
"val_kl": 4.6105,
|
| 369 |
+
"val_dur_mae_frames": 1.6486,
|
| 370 |
+
"val_mel_l1": 1.0672
|
| 371 |
+
},
|
| 372 |
+
"kn": {
|
| 373 |
+
"n": 18,
|
| 374 |
+
"val_kl": 4.6241,
|
| 375 |
+
"val_dur_mae_frames": 1.6748,
|
| 376 |
+
"val_mel_l1": 1.0607
|
| 377 |
+
},
|
| 378 |
+
"ta": {
|
| 379 |
+
"n": 18,
|
| 380 |
+
"val_kl": 4.4796,
|
| 381 |
+
"val_dur_mae_frames": 1.603,
|
| 382 |
+
"val_mel_l1": 1.0265
|
| 383 |
+
},
|
| 384 |
+
"te": {
|
| 385 |
+
"n": 18,
|
| 386 |
+
"val_kl": 4.739,
|
| 387 |
+
"val_dur_mae_frames": 1.489,
|
| 388 |
+
"val_mel_l1": 1.0484
|
| 389 |
+
},
|
| 390 |
+
"ml": {
|
| 391 |
+
"n": 18,
|
| 392 |
+
"val_kl": 4.6668,
|
| 393 |
+
"val_dur_mae_frames": 1.4326,
|
| 394 |
+
"val_mel_l1": 1.054
|
| 395 |
+
}
|
| 396 |
+
}
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"epoch": 7,
|
| 400 |
+
"step": 882,
|
| 401 |
+
"epoch_sec": 21.02,
|
| 402 |
+
"lr_head": 0.0002847,
|
| 403 |
+
"lr_backbone": 6.23e-05,
|
| 404 |
+
"is_best": true,
|
| 405 |
+
"train_loss": 29.32643,
|
| 406 |
+
"train_mel_l1": 1.00772,
|
| 407 |
+
"train_mr_stft": 2.10406,
|
| 408 |
+
"train_kl_loss": 4.5126,
|
| 409 |
+
"train_dur_loss": 0.50495,
|
| 410 |
+
"train_dur_mae_frames": 1.62458,
|
| 411 |
+
"val_loss": 29.81836,
|
| 412 |
+
"val_mel_l1": 1.03498,
|
| 413 |
+
"val_mr_stft": 2.12574,
|
| 414 |
+
"val_kl_loss": 4.52396,
|
| 415 |
+
"val_dur_loss": 0.48566,
|
| 416 |
+
"val_dur_mae_frames": 1.58604,
|
| 417 |
+
"per_lang": {
|
| 418 |
+
"sa": {
|
| 419 |
+
"n": 36,
|
| 420 |
+
"val_kl": 4.6419,
|
| 421 |
+
"val_dur_mae_frames": 1.7694,
|
| 422 |
+
"val_mel_l1": 1.0636
|
| 423 |
+
},
|
| 424 |
+
"hi": {
|
| 425 |
+
"n": 18,
|
| 426 |
+
"val_kl": 4.4526,
|
| 427 |
+
"val_dur_mae_frames": 1.5875,
|
| 428 |
+
"val_mel_l1": 1.032
|
| 429 |
+
},
|
| 430 |
+
"kn": {
|
| 431 |
+
"n": 18,
|
| 432 |
+
"val_kl": 4.3727,
|
| 433 |
+
"val_dur_mae_frames": 1.6185,
|
| 434 |
+
"val_mel_l1": 1.007
|
| 435 |
+
},
|
| 436 |
+
"ta": {
|
| 437 |
+
"n": 18,
|
| 438 |
+
"val_kl": 4.4886,
|
| 439 |
+
"val_dur_mae_frames": 1.5485,
|
| 440 |
+
"val_mel_l1": 1.0135
|
| 441 |
+
},
|
| 442 |
+
"te": {
|
| 443 |
+
"n": 18,
|
| 444 |
+
"val_kl": 4.4551,
|
| 445 |
+
"val_dur_mae_frames": 1.4306,
|
| 446 |
+
"val_mel_l1": 1.0162
|
| 447 |
+
},
|
| 448 |
+
"ml": {
|
| 449 |
+
"n": 18,
|
| 450 |
+
"val_kl": 4.615,
|
| 451 |
+
"val_dur_mae_frames": 1.3783,
|
| 452 |
+
"val_mel_l1": 1.049
|
| 453 |
+
}
|
| 454 |
+
}
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"epoch": 8,
|
| 458 |
+
"step": 1008,
|
| 459 |
+
"epoch_sec": 20.35,
|
| 460 |
+
"lr_head": 0.0002704,
|
| 461 |
+
"lr_backbone": 5.92e-05,
|
| 462 |
+
"is_best": true,
|
| 463 |
+
"train_loss": 28.97411,
|
| 464 |
+
"train_mel_l1": 1.00004,
|
| 465 |
+
"train_mr_stft": 2.09019,
|
| 466 |
+
"train_kl_loss": 4.39955,
|
| 467 |
+
"train_dur_loss": 0.49548,
|
| 468 |
+
"train_dur_mae_frames": 1.60589,
|
| 469 |
+
"val_loss": 29.05696,
|
| 470 |
+
"val_mel_l1": 0.99922,
|
| 471 |
+
"val_mr_stft": 2.08642,
|
| 472 |
+
"val_kl_loss": 4.50708,
|
| 473 |
+
"val_dur_loss": 0.47228,
|
| 474 |
+
"val_dur_mae_frames": 1.55318,
|
| 475 |
+
"per_lang": {
|
| 476 |
+
"sa": {
|
| 477 |
+
"n": 36,
|
| 478 |
+
"val_kl": 4.6074,
|
| 479 |
+
"val_dur_mae_frames": 1.7377,
|
| 480 |
+
"val_mel_l1": 1.0067
|
| 481 |
+
},
|
| 482 |
+
"hi": {
|
| 483 |
+
"n": 18,
|
| 484 |
+
"val_kl": 4.4562,
|
| 485 |
+
"val_dur_mae_frames": 1.5481,
|
| 486 |
+
"val_mel_l1": 1.0103
|
| 487 |
+
},
|
| 488 |
+
"kn": {
|
| 489 |
+
"n": 18,
|
| 490 |
+
"val_kl": 4.4426,
|
| 491 |
+
"val_dur_mae_frames": 1.5937,
|
| 492 |
+
"val_mel_l1": 0.9908
|
| 493 |
+
},
|
| 494 |
+
"ta": {
|
| 495 |
+
"n": 18,
|
| 496 |
+
"val_kl": 4.3434,
|
| 497 |
+
"val_dur_mae_frames": 1.5185,
|
| 498 |
+
"val_mel_l1": 0.9736
|
| 499 |
+
},
|
| 500 |
+
"te": {
|
| 501 |
+
"n": 18,
|
| 502 |
+
"val_kl": 4.5093,
|
| 503 |
+
"val_dur_mae_frames": 1.3922,
|
| 504 |
+
"val_mel_l1": 0.9848
|
| 505 |
+
},
|
| 506 |
+
"ml": {
|
| 507 |
+
"n": 18,
|
| 508 |
+
"val_kl": 4.5832,
|
| 509 |
+
"val_dur_mae_frames": 1.3443,
|
| 510 |
+
"val_mel_l1": 1.0216
|
| 511 |
+
}
|
| 512 |
+
}
|
| 513 |
+
},
|
| 514 |
+
{
|
| 515 |
+
"epoch": 9,
|
| 516 |
+
"step": 1134,
|
| 517 |
+
"epoch_sec": 19.91,
|
| 518 |
+
"lr_head": 0.0002543,
|
| 519 |
+
"lr_backbone": 5.56e-05,
|
| 520 |
+
"is_best": true,
|
| 521 |
+
"train_loss": 28.42117,
|
| 522 |
+
"train_mel_l1": 0.98124,
|
| 523 |
+
"train_mr_stft": 2.06698,
|
| 524 |
+
"train_kl_loss": 4.30254,
|
| 525 |
+
"train_dur_loss": 0.48182,
|
| 526 |
+
"train_dur_mae_frames": 1.57749,
|
| 527 |
+
"val_loss": 28.88793,
|
| 528 |
+
"val_mel_l1": 0.9987,
|
| 529 |
+
"val_mr_stft": 2.08552,
|
| 530 |
+
"val_kl_loss": 4.41872,
|
| 531 |
+
"val_dur_loss": 0.46195,
|
| 532 |
+
"val_dur_mae_frames": 1.55001,
|
| 533 |
+
"per_lang": {
|
| 534 |
+
"sa": {
|
| 535 |
+
"n": 36,
|
| 536 |
+
"val_kl": 4.4646,
|
| 537 |
+
"val_dur_mae_frames": 1.7314,
|
| 538 |
+
"val_mel_l1": 1.0239
|
| 539 |
+
},
|
| 540 |
+
"hi": {
|
| 541 |
+
"n": 18,
|
| 542 |
+
"val_kl": 4.291,
|
| 543 |
+
"val_dur_mae_frames": 1.5501,
|
| 544 |
+
"val_mel_l1": 0.9941
|
| 545 |
+
},
|
| 546 |
+
"kn": {
|
| 547 |
+
"n": 18,
|
| 548 |
+
"val_kl": 4.3949,
|
| 549 |
+
"val_dur_mae_frames": 1.5667,
|
| 550 |
+
"val_mel_l1": 0.969
|
| 551 |
+
},
|
| 552 |
+
"ta": {
|
| 553 |
+
"n": 18,
|
| 554 |
+
"val_kl": 4.3421,
|
| 555 |
+
"val_dur_mae_frames": 1.5202,
|
| 556 |
+
"val_mel_l1": 0.9819
|
| 557 |
+
},
|
| 558 |
+
"te": {
|
| 559 |
+
"n": 18,
|
| 560 |
+
"val_kl": 4.4758,
|
| 561 |
+
"val_dur_mae_frames": 1.3964,
|
| 562 |
+
"val_mel_l1": 0.9786
|
| 563 |
+
},
|
| 564 |
+
"ml": {
|
| 565 |
+
"n": 18,
|
| 566 |
+
"val_kl": 4.498,
|
| 567 |
+
"val_dur_mae_frames": 1.3539,
|
| 568 |
+
"val_mel_l1": 1.0194
|
| 569 |
+
}
|
| 570 |
+
}
|
| 571 |
+
},
|
| 572 |
+
{
|
| 573 |
+
"epoch": 10,
|
| 574 |
+
"step": 1260,
|
| 575 |
+
"epoch_sec": 20.06,
|
| 576 |
+
"lr_head": 0.0002367,
|
| 577 |
+
"lr_backbone": 5.18e-05,
|
| 578 |
+
"is_best": true,
|
| 579 |
+
"train_loss": 28.38448,
|
| 580 |
+
"train_mel_l1": 0.97604,
|
| 581 |
+
"train_mr_stft": 2.06446,
|
| 582 |
+
"train_kl_loss": 4.34999,
|
| 583 |
+
"train_dur_loss": 0.47764,
|
| 584 |
+
"train_dur_mae_frames": 1.5709,
|
| 585 |
+
"val_loss": 28.74381,
|
| 586 |
+
"val_mel_l1": 0.98578,
|
| 587 |
+
"val_mr_stft": 2.0821,
|
| 588 |
+
"val_kl_loss": 4.47202,
|
| 589 |
+
"val_dur_loss": 0.46747,
|
| 590 |
+
"val_dur_mae_frames": 1.55994,
|
| 591 |
+
"per_lang": {
|
| 592 |
+
"sa": {
|
| 593 |
+
"n": 36,
|
| 594 |
+
"val_kl": 4.5571,
|
| 595 |
+
"val_dur_mae_frames": 1.7443,
|
| 596 |
+
"val_mel_l1": 1.0116
|
| 597 |
+
},
|
| 598 |
+
"hi": {
|
| 599 |
+
"n": 18,
|
| 600 |
+
"val_kl": 4.3889,
|
| 601 |
+
"val_dur_mae_frames": 1.5647,
|
| 602 |
+
"val_mel_l1": 0.9801
|
| 603 |
+
},
|
| 604 |
+
"kn": {
|
| 605 |
+
"n": 18,
|
| 606 |
+
"val_kl": 4.4193,
|
| 607 |
+
"val_dur_mae_frames": 1.5854,
|
| 608 |
+
"val_mel_l1": 1.0002
|
| 609 |
+
},
|
| 610 |
+
"ta": {
|
| 611 |
+
"n": 18,
|
| 612 |
+
"val_kl": 4.3948,
|
| 613 |
+
"val_dur_mae_frames": 1.5254,
|
| 614 |
+
"val_mel_l1": 0.9494
|
| 615 |
+
},
|
| 616 |
+
"te": {
|
| 617 |
+
"n": 18,
|
| 618 |
+
"val_kl": 4.4334,
|
| 619 |
+
"val_dur_mae_frames": 1.4061,
|
| 620 |
+
"val_mel_l1": 0.9776
|
| 621 |
+
},
|
| 622 |
+
"ml": {
|
| 623 |
+
"n": 18,
|
| 624 |
+
"val_kl": 4.5536,
|
| 625 |
+
"val_dur_mae_frames": 1.3495,
|
| 626 |
+
"val_mel_l1": 0.9698
|
| 627 |
+
}
|
| 628 |
+
}
|
| 629 |
+
},
|
| 630 |
+
{
|
| 631 |
+
"epoch": 11,
|
| 632 |
+
"step": 1386,
|
| 633 |
+
"epoch_sec": 19.92,
|
| 634 |
+
"lr_head": 0.0002179,
|
| 635 |
+
"lr_backbone": 4.77e-05,
|
| 636 |
+
"is_best": true,
|
| 637 |
+
"train_loss": 28.13614,
|
| 638 |
+
"train_mel_l1": 0.97335,
|
| 639 |
+
"train_mr_stft": 2.06204,
|
| 640 |
+
"train_kl_loss": 4.23002,
|
| 641 |
+
"train_dur_loss": 0.47107,
|
| 642 |
+
"train_dur_mae_frames": 1.55871,
|
| 643 |
+
"val_loss": 28.28355,
|
| 644 |
+
"val_mel_l1": 0.98302,
|
| 645 |
+
"val_mr_stft": 2.06611,
|
| 646 |
+
"val_kl_loss": 4.22469,
|
| 647 |
+
"val_dur_loss": 0.4612,
|
| 648 |
+
"val_dur_mae_frames": 1.54911,
|
| 649 |
+
"per_lang": {
|
| 650 |
+
"sa": {
|
| 651 |
+
"n": 36,
|
| 652 |
+
"val_kl": 4.3386,
|
| 653 |
+
"val_dur_mae_frames": 1.7288,
|
| 654 |
+
"val_mel_l1": 1.0057
|
| 655 |
+
},
|
| 656 |
+
"hi": {
|
| 657 |
+
"n": 18,
|
| 658 |
+
"val_kl": 4.1166,
|
| 659 |
+
"val_dur_mae_frames": 1.5513,
|
| 660 |
+
"val_mel_l1": 0.983
|
| 661 |
+
},
|
| 662 |
+
"kn": {
|
| 663 |
+
"n": 18,
|
| 664 |
+
"val_kl": 4.1309,
|
| 665 |
+
"val_dur_mae_frames": 1.5823,
|
| 666 |
+
"val_mel_l1": 0.9851
|
| 667 |
+
},
|
| 668 |
+
"ta": {
|
| 669 |
+
"n": 18,
|
| 670 |
+
"val_kl": 4.1116,
|
| 671 |
+
"val_dur_mae_frames": 1.5177,
|
| 672 |
+
"val_mel_l1": 0.958
|
| 673 |
+
},
|
| 674 |
+
"te": {
|
| 675 |
+
"n": 18,
|
| 676 |
+
"val_kl": 4.2318,
|
| 677 |
+
"val_dur_mae_frames": 1.3936,
|
| 678 |
+
"val_mel_l1": 0.9579
|
| 679 |
+
},
|
| 680 |
+
"ml": {
|
| 681 |
+
"n": 18,
|
| 682 |
+
"val_kl": 4.3047,
|
| 683 |
+
"val_dur_mae_frames": 1.3413,
|
| 684 |
+
"val_mel_l1": 0.9858
|
| 685 |
+
}
|
| 686 |
+
}
|
| 687 |
+
},
|
| 688 |
+
{
|
| 689 |
+
"epoch": 12,
|
| 690 |
+
"step": 1512,
|
| 691 |
+
"epoch_sec": 19.81,
|
| 692 |
+
"lr_head": 0.0001983,
|
| 693 |
+
"lr_backbone": 4.34e-05,
|
| 694 |
+
"is_best": true,
|
| 695 |
+
"train_loss": 27.73874,
|
| 696 |
+
"train_mel_l1": 0.95815,
|
| 697 |
+
"train_mr_stft": 2.03953,
|
| 698 |
+
"train_kl_loss": 4.17482,
|
| 699 |
+
"train_dur_loss": 0.4682,
|
| 700 |
+
"train_dur_mae_frames": 1.5548,
|
| 701 |
+
"val_loss": 27.89086,
|
| 702 |
+
"val_mel_l1": 0.96948,
|
| 703 |
+
"val_mr_stft": 2.04298,
|
| 704 |
+
"val_kl_loss": 4.16125,
|
| 705 |
+
"val_dur_loss": 0.45356,
|
| 706 |
+
"val_dur_mae_frames": 1.51624,
|
| 707 |
+
"per_lang": {
|
| 708 |
+
"sa": {
|
| 709 |
+
"n": 36,
|
| 710 |
+
"val_kl": 4.2201,
|
| 711 |
+
"val_dur_mae_frames": 1.7003,
|
| 712 |
+
"val_mel_l1": 0.996
|
| 713 |
+
},
|
| 714 |
+
"hi": {
|
| 715 |
+
"n": 18,
|
| 716 |
+
"val_kl": 4.1633,
|
| 717 |
+
"val_dur_mae_frames": 1.5134,
|
| 718 |
+
"val_mel_l1": 0.9795
|
| 719 |
+
},
|
| 720 |
+
"kn": {
|
| 721 |
+
"n": 18,
|
| 722 |
+
"val_kl": 4.0876,
|
| 723 |
+
"val_dur_mae_frames": 1.5456,
|
| 724 |
+
"val_mel_l1": 0.9473
|
| 725 |
+
},
|
| 726 |
+
"ta": {
|
| 727 |
+
"n": 18,
|
| 728 |
+
"val_kl": 4.0319,
|
| 729 |
+
"val_dur_mae_frames": 1.478,
|
| 730 |
+
"val_mel_l1": 0.9454
|
| 731 |
+
},
|
| 732 |
+
"te": {
|
| 733 |
+
"n": 18,
|
| 734 |
+
"val_kl": 4.1853,
|
| 735 |
+
"val_dur_mae_frames": 1.3637,
|
| 736 |
+
"val_mel_l1": 0.956
|
| 737 |
+
},
|
| 738 |
+
"ml": {
|
| 739 |
+
"n": 18,
|
| 740 |
+
"val_kl": 4.2204,
|
| 741 |
+
"val_dur_mae_frames": 1.3126,
|
| 742 |
+
"val_mel_l1": 0.9661
|
| 743 |
+
}
|
| 744 |
+
}
|
| 745 |
+
},
|
| 746 |
+
{
|
| 747 |
+
"epoch": 13,
|
| 748 |
+
"step": 1638,
|
| 749 |
+
"epoch_sec": 19.9,
|
| 750 |
+
"lr_head": 0.0001783,
|
| 751 |
+
"lr_backbone": 3.9e-05,
|
| 752 |
+
"is_best": false,
|
| 753 |
+
"train_loss": 27.63173,
|
| 754 |
+
"train_mel_l1": 0.95826,
|
| 755 |
+
"train_mr_stft": 2.04231,
|
| 756 |
+
"train_kl_loss": 4.10793,
|
| 757 |
+
"train_dur_loss": 0.46305,
|
| 758 |
+
"train_dur_mae_frames": 1.54321,
|
| 759 |
+
"val_loss": 27.87036,
|
| 760 |
+
"val_mel_l1": 0.96385,
|
| 761 |
+
"val_mr_stft": 2.03278,
|
| 762 |
+
"val_kl_loss": 4.23105,
|
| 763 |
+
"val_dur_loss": 0.45011,
|
| 764 |
+
"val_dur_mae_frames": 1.52217,
|
| 765 |
+
"per_lang": {
|
| 766 |
+
"sa": {
|
| 767 |
+
"n": 36,
|
| 768 |
+
"val_kl": 4.3136,
|
| 769 |
+
"val_dur_mae_frames": 1.7095,
|
| 770 |
+
"val_mel_l1": 0.9813
|
| 771 |
+
},
|
| 772 |
+
"hi": {
|
| 773 |
+
"n": 18,
|
| 774 |
+
"val_kl": 4.1001,
|
| 775 |
+
"val_dur_mae_frames": 1.5318,
|
| 776 |
+
"val_mel_l1": 0.953
|
| 777 |
+
},
|
| 778 |
+
"kn": {
|
| 779 |
+
"n": 18,
|
| 780 |
+
"val_kl": 4.2369,
|
| 781 |
+
"val_dur_mae_frames": 1.5355,
|
| 782 |
+
"val_mel_l1": 0.9773
|
| 783 |
+
},
|
| 784 |
+
"ta": {
|
| 785 |
+
"n": 18,
|
| 786 |
+
"val_kl": 4.092,
|
| 787 |
+
"val_dur_mae_frames": 1.4918,
|
| 788 |
+
"val_mel_l1": 0.9443
|
| 789 |
+
},
|
| 790 |
+
"te": {
|
| 791 |
+
"n": 18,
|
| 792 |
+
"val_kl": 4.262,
|
| 793 |
+
"val_dur_mae_frames": 1.359,
|
| 794 |
+
"val_mel_l1": 0.9571
|
| 795 |
+
},
|
| 796 |
+
"ml": {
|
| 797 |
+
"n": 18,
|
| 798 |
+
"val_kl": 4.2993,
|
| 799 |
+
"val_dur_mae_frames": 1.318,
|
| 800 |
+
"val_mel_l1": 0.9526
|
| 801 |
+
}
|
| 802 |
+
}
|
| 803 |
+
},
|
| 804 |
+
{
|
| 805 |
+
"epoch": 14,
|
| 806 |
+
"step": 1764,
|
| 807 |
+
"epoch_sec": 19.53,
|
| 808 |
+
"lr_head": 0.0001584,
|
| 809 |
+
"lr_backbone": 3.46e-05,
|
| 810 |
+
"is_best": false,
|
| 811 |
+
"train_loss": 27.35702,
|
| 812 |
+
"train_mel_l1": 0.94663,
|
| 813 |
+
"train_mr_stft": 2.0261,
|
| 814 |
+
"train_kl_loss": 4.08487,
|
| 815 |
+
"train_dur_loss": 0.46048,
|
| 816 |
+
"train_dur_mae_frames": 1.54047,
|
| 817 |
+
"val_loss": 28.17127,
|
| 818 |
+
"val_mel_l1": 0.98632,
|
| 819 |
+
"val_mr_stft": 2.05798,
|
| 820 |
+
"val_kl_loss": 4.13878,
|
| 821 |
+
"val_dur_loss": 0.44892,
|
| 822 |
+
"val_dur_mae_frames": 1.50657,
|
| 823 |
+
"per_lang": {
|
| 824 |
+
"sa": {
|
| 825 |
+
"n": 36,
|
| 826 |
+
"val_kl": 4.2212,
|
| 827 |
+
"val_dur_mae_frames": 1.6902,
|
| 828 |
+
"val_mel_l1": 1.0073
|
| 829 |
+
},
|
| 830 |
+
"hi": {
|
| 831 |
+
"n": 18,
|
| 832 |
+
"val_kl": 4.0138,
|
| 833 |
+
"val_dur_mae_frames": 1.5145,
|
| 834 |
+
"val_mel_l1": 0.9762
|
| 835 |
+
},
|
| 836 |
+
"kn": {
|
| 837 |
+
"n": 18,
|
| 838 |
+
"val_kl": 4.0224,
|
| 839 |
+
"val_dur_mae_frames": 1.5205,
|
| 840 |
+
"val_mel_l1": 0.9772
|
| 841 |
+
},
|
| 842 |
+
"ta": {
|
| 843 |
+
"n": 18,
|
| 844 |
+
"val_kl": 4.0084,
|
| 845 |
+
"val_dur_mae_frames": 1.4742,
|
| 846 |
+
"val_mel_l1": 0.9497
|
| 847 |
+
},
|
| 848 |
+
"te": {
|
| 849 |
+
"n": 18,
|
| 850 |
+
"val_kl": 4.1897,
|
| 851 |
+
"val_dur_mae_frames": 1.3471,
|
| 852 |
+
"val_mel_l1": 0.9824
|
| 853 |
+
},
|
| 854 |
+
"ml": {
|
| 855 |
+
"n": 18,
|
| 856 |
+
"val_kl": 4.2946,
|
| 857 |
+
"val_dur_mae_frames": 1.3092,
|
| 858 |
+
"val_mel_l1": 1.0041
|
| 859 |
+
}
|
| 860 |
+
}
|
| 861 |
+
},
|
| 862 |
+
{
|
| 863 |
+
"epoch": 15,
|
| 864 |
+
"step": 1890,
|
| 865 |
+
"epoch_sec": 19.71,
|
| 866 |
+
"lr_head": 0.0001388,
|
| 867 |
+
"lr_backbone": 3.04e-05,
|
| 868 |
+
"is_best": true,
|
| 869 |
+
"train_loss": 27.19794,
|
| 870 |
+
"train_mel_l1": 0.94089,
|
| 871 |
+
"train_mr_stft": 2.02056,
|
| 872 |
+
"train_kl_loss": 4.05353,
|
| 873 |
+
"train_dur_loss": 0.46035,
|
| 874 |
+
"train_dur_mae_frames": 1.54007,
|
| 875 |
+
"val_loss": 27.76906,
|
| 876 |
+
"val_mel_l1": 0.96549,
|
| 877 |
+
"val_mr_stft": 2.04674,
|
| 878 |
+
"val_kl_loss": 4.12817,
|
| 879 |
+
"val_dur_loss": 0.45113,
|
| 880 |
+
"val_dur_mae_frames": 1.5258,
|
| 881 |
+
"per_lang": {
|
| 882 |
+
"sa": {
|
| 883 |
+
"n": 36,
|
| 884 |
+
"val_kl": 4.1878,
|
| 885 |
+
"val_dur_mae_frames": 1.6998,
|
| 886 |
+
"val_mel_l1": 0.974
|
| 887 |
+
},
|
| 888 |
+
"hi": {
|
| 889 |
+
"n": 18,
|
| 890 |
+
"val_kl": 4.134,
|
| 891 |
+
"val_dur_mae_frames": 1.5403,
|
| 892 |
+
"val_mel_l1": 0.9807
|
| 893 |
+
},
|
| 894 |
+
"kn": {
|
| 895 |
+
"n": 18,
|
| 896 |
+
"val_kl": 3.9863,
|
| 897 |
+
"val_dur_mae_frames": 1.5465,
|
| 898 |
+
"val_mel_l1": 0.9709
|
| 899 |
+
},
|
| 900 |
+
"ta": {
|
| 901 |
+
"n": 18,
|
| 902 |
+
"val_kl": 4.042,
|
| 903 |
+
"val_dur_mae_frames": 1.4853,
|
| 904 |
+
"val_mel_l1": 0.9234
|
| 905 |
+
},
|
| 906 |
+
"te": {
|
| 907 |
+
"n": 18,
|
| 908 |
+
"val_kl": 4.2153,
|
| 909 |
+
"val_dur_mae_frames": 1.375,
|
| 910 |
+
"val_mel_l1": 0.9723
|
| 911 |
+
},
|
| 912 |
+
"ml": {
|
| 913 |
+
"n": 18,
|
| 914 |
+
"val_kl": 4.144,
|
| 915 |
+
"val_dur_mae_frames": 1.3339,
|
| 916 |
+
"val_mel_l1": 0.9631
|
| 917 |
+
}
|
| 918 |
+
}
|
| 919 |
+
},
|
| 920 |
+
{
|
| 921 |
+
"epoch": 16,
|
| 922 |
+
"step": 2016,
|
| 923 |
+
"epoch_sec": 19.44,
|
| 924 |
+
"lr_head": 0.0001201,
|
| 925 |
+
"lr_backbone": 2.63e-05,
|
| 926 |
+
"is_best": false,
|
| 927 |
+
"train_loss": 27.07208,
|
| 928 |
+
"train_mel_l1": 0.93817,
|
| 929 |
+
"train_mr_stft": 2.01902,
|
| 930 |
+
"train_kl_loss": 4.01455,
|
| 931 |
+
"train_dur_loss": 0.45384,
|
| 932 |
+
"train_dur_mae_frames": 1.52551,
|
| 933 |
+
"val_loss": 28.05535,
|
| 934 |
+
"val_mel_l1": 0.98052,
|
| 935 |
+
"val_mr_stft": 2.06771,
|
| 936 |
+
"val_kl_loss": 4.12877,
|
| 937 |
+
"val_dur_loss": 0.44451,
|
| 938 |
+
"val_dur_mae_frames": 1.49581,
|
| 939 |
+
"per_lang": {
|
| 940 |
+
"sa": {
|
| 941 |
+
"n": 36,
|
| 942 |
+
"val_kl": 4.2247,
|
| 943 |
+
"val_dur_mae_frames": 1.6715,
|
| 944 |
+
"val_mel_l1": 1.0039
|
| 945 |
+
},
|
| 946 |
+
"hi": {
|
| 947 |
+
"n": 18,
|
| 948 |
+
"val_kl": 3.9948,
|
| 949 |
+
"val_dur_mae_frames": 1.5023,
|
| 950 |
+
"val_mel_l1": 0.9905
|
| 951 |
+
},
|
| 952 |
+
"kn": {
|
| 953 |
+
"n": 18,
|
| 954 |
+
"val_kl": 3.9838,
|
| 955 |
+
"val_dur_mae_frames": 1.5136,
|
| 956 |
+
"val_mel_l1": 0.9679
|
| 957 |
+
},
|
| 958 |
+
"ta": {
|
| 959 |
+
"n": 18,
|
| 960 |
+
"val_kl": 4.14,
|
| 961 |
+
"val_dur_mae_frames": 1.4639,
|
| 962 |
+
"val_mel_l1": 0.9549
|
| 963 |
+
},
|
| 964 |
+
"te": {
|
| 965 |
+
"n": 18,
|
| 966 |
+
"val_kl": 4.1015,
|
| 967 |
+
"val_dur_mae_frames": 1.3425,
|
| 968 |
+
"val_mel_l1": 0.9567
|
| 969 |
+
},
|
| 970 |
+
"ml": {
|
| 971 |
+
"n": 18,
|
| 972 |
+
"val_kl": 4.2319,
|
| 973 |
+
"val_dur_mae_frames": 1.3053,
|
| 974 |
+
"val_mel_l1": 0.9857
|
| 975 |
+
}
|
| 976 |
+
}
|
| 977 |
+
},
|
| 978 |
+
{
|
| 979 |
+
"epoch": 17,
|
| 980 |
+
"step": 2142,
|
| 981 |
+
"epoch_sec": 19.67,
|
| 982 |
+
"lr_head": 0.0001026,
|
| 983 |
+
"lr_backbone": 2.24e-05,
|
| 984 |
+
"is_best": true,
|
| 985 |
+
"train_loss": 27.09273,
|
| 986 |
+
"train_mel_l1": 0.93927,
|
| 987 |
+
"train_mr_stft": 2.02333,
|
| 988 |
+
"train_kl_loss": 4.0233,
|
| 989 |
+
"train_dur_loss": 0.4464,
|
| 990 |
+
"train_dur_mae_frames": 1.51136,
|
| 991 |
+
"val_loss": 27.25504,
|
| 992 |
+
"val_mel_l1": 0.95394,
|
| 993 |
+
"val_mr_stft": 2.02004,
|
| 994 |
+
"val_kl_loss": 3.97197,
|
| 995 |
+
"val_dur_loss": 0.43848,
|
| 996 |
+
"val_dur_mae_frames": 1.49053,
|
| 997 |
+
"per_lang": {
|
| 998 |
+
"sa": {
|
| 999 |
+
"n": 36,
|
| 1000 |
+
"val_kl": 4.0633,
|
| 1001 |
+
"val_dur_mae_frames": 1.6749,
|
| 1002 |
+
"val_mel_l1": 0.9794
|
| 1003 |
+
},
|
| 1004 |
+
"hi": {
|
| 1005 |
+
"n": 18,
|
| 1006 |
+
"val_kl": 3.9402,
|
| 1007 |
+
"val_dur_mae_frames": 1.5063,
|
| 1008 |
+
"val_mel_l1": 0.928
|
| 1009 |
+
},
|
| 1010 |
+
"kn": {
|
| 1011 |
+
"n": 18,
|
| 1012 |
+
"val_kl": 3.9188,
|
| 1013 |
+
"val_dur_mae_frames": 1.5021,
|
| 1014 |
+
"val_mel_l1": 0.9613
|
| 1015 |
+
},
|
| 1016 |
+
"ta": {
|
| 1017 |
+
"n": 18,
|
| 1018 |
+
"val_kl": 3.8537,
|
| 1019 |
+
"val_dur_mae_frames": 1.457,
|
| 1020 |
+
"val_mel_l1": 0.9345
|
| 1021 |
+
},
|
| 1022 |
+
"te": {
|
| 1023 |
+
"n": 18,
|
| 1024 |
+
"val_kl": 3.934,
|
| 1025 |
+
"val_dur_mae_frames": 1.3383,
|
| 1026 |
+
"val_mel_l1": 0.9228
|
| 1027 |
+
},
|
| 1028 |
+
"ml": {
|
| 1029 |
+
"n": 18,
|
| 1030 |
+
"val_kl": 4.0304,
|
| 1031 |
+
"val_dur_mae_frames": 1.2803,
|
| 1032 |
+
"val_mel_l1": 0.9722
|
| 1033 |
+
}
|
| 1034 |
+
}
|
| 1035 |
+
},
|
| 1036 |
+
{
|
| 1037 |
+
"epoch": 18,
|
| 1038 |
+
"step": 2268,
|
| 1039 |
+
"epoch_sec": 19.72,
|
| 1040 |
+
"lr_head": 8.66e-05,
|
| 1041 |
+
"lr_backbone": 1.9e-05,
|
| 1042 |
+
"is_best": false,
|
| 1043 |
+
"train_loss": 26.87977,
|
| 1044 |
+
"train_mel_l1": 0.9326,
|
| 1045 |
+
"train_mr_stft": 2.01281,
|
| 1046 |
+
"train_kl_loss": 3.97522,
|
| 1047 |
+
"train_dur_loss": 0.44437,
|
| 1048 |
+
"train_dur_mae_frames": 1.5069,
|
| 1049 |
+
"val_loss": 27.6553,
|
| 1050 |
+
"val_mel_l1": 0.96327,
|
| 1051 |
+
"val_mr_stft": 2.03311,
|
| 1052 |
+
"val_kl_loss": 4.11443,
|
| 1053 |
+
"val_dur_loss": 0.43807,
|
| 1054 |
+
"val_dur_mae_frames": 1.49109,
|
| 1055 |
+
"per_lang": {
|
| 1056 |
+
"sa": {
|
| 1057 |
+
"n": 36,
|
| 1058 |
+
"val_kl": 4.1253,
|
| 1059 |
+
"val_dur_mae_frames": 1.675,
|
| 1060 |
+
"val_mel_l1": 0.998
|
| 1061 |
+
},
|
| 1062 |
+
"hi": {
|
| 1063 |
+
"n": 18,
|
| 1064 |
+
"val_kl": 4.1125,
|
| 1065 |
+
"val_dur_mae_frames": 1.5056,
|
| 1066 |
+
"val_mel_l1": 0.9348
|
| 1067 |
+
},
|
| 1068 |
+
"kn": {
|
| 1069 |
+
"n": 18,
|
| 1070 |
+
"val_kl": 4.0268,
|
| 1071 |
+
"val_dur_mae_frames": 1.5055,
|
| 1072 |
+
"val_mel_l1": 0.9828
|
| 1073 |
+
},
|
| 1074 |
+
"ta": {
|
| 1075 |
+
"n": 18,
|
| 1076 |
+
"val_kl": 4.104,
|
| 1077 |
+
"val_dur_mae_frames": 1.455,
|
| 1078 |
+
"val_mel_l1": 0.9545
|
| 1079 |
+
},
|
| 1080 |
+
"te": {
|
| 1081 |
+
"n": 18,
|
| 1082 |
+
"val_kl": 4.0839,
|
| 1083 |
+
"val_dur_mae_frames": 1.3374,
|
| 1084 |
+
"val_mel_l1": 0.9321
|
| 1085 |
+
},
|
| 1086 |
+
"ml": {
|
| 1087 |
+
"n": 18,
|
| 1088 |
+
"val_kl": 4.2232,
|
| 1089 |
+
"val_dur_mae_frames": 1.2841,
|
| 1090 |
+
"val_mel_l1": 0.9426
|
| 1091 |
+
}
|
| 1092 |
+
}
|
| 1093 |
+
},
|
| 1094 |
+
{
|
| 1095 |
+
"epoch": 19,
|
| 1096 |
+
"step": 2394,
|
| 1097 |
+
"epoch_sec": 19.84,
|
| 1098 |
+
"lr_head": 7.25e-05,
|
| 1099 |
+
"lr_backbone": 1.59e-05,
|
| 1100 |
+
"is_best": false,
|
| 1101 |
+
"train_loss": 26.80541,
|
| 1102 |
+
"train_mel_l1": 0.93106,
|
| 1103 |
+
"train_mr_stft": 2.01271,
|
| 1104 |
+
"train_kl_loss": 3.94564,
|
| 1105 |
+
"train_dur_loss": 0.44355,
|
| 1106 |
+
"train_dur_mae_frames": 1.50704,
|
| 1107 |
+
"val_loss": 27.60484,
|
| 1108 |
+
"val_mel_l1": 0.97122,
|
| 1109 |
+
"val_mr_stft": 2.04703,
|
| 1110 |
+
"val_kl_loss": 3.97215,
|
| 1111 |
+
"val_dur_loss": 0.43763,
|
| 1112 |
+
"val_dur_mae_frames": 1.49866,
|
| 1113 |
+
"per_lang": {
|
| 1114 |
+
"sa": {
|
| 1115 |
+
"n": 36,
|
| 1116 |
+
"val_kl": 4.0612,
|
| 1117 |
+
"val_dur_mae_frames": 1.6878,
|
| 1118 |
+
"val_mel_l1": 1.0091
|
| 1119 |
+
},
|
| 1120 |
+
"hi": {
|
| 1121 |
+
"n": 18,
|
| 1122 |
+
"val_kl": 3.8703,
|
| 1123 |
+
"val_dur_mae_frames": 1.5056,
|
| 1124 |
+
"val_mel_l1": 0.9346
|
| 1125 |
+
},
|
| 1126 |
+
"kn": {
|
| 1127 |
+
"n": 18,
|
| 1128 |
+
"val_kl": 3.9557,
|
| 1129 |
+
"val_dur_mae_frames": 1.5155,
|
| 1130 |
+
"val_mel_l1": 0.9798
|
| 1131 |
+
},
|
| 1132 |
+
"ta": {
|
| 1133 |
+
"n": 18,
|
| 1134 |
+
"val_kl": 3.7681,
|
| 1135 |
+
"val_dur_mae_frames": 1.4534,
|
| 1136 |
+
"val_mel_l1": 0.9486
|
| 1137 |
+
},
|
| 1138 |
+
"te": {
|
| 1139 |
+
"n": 18,
|
| 1140 |
+
"val_kl": 4.0285,
|
| 1141 |
+
"val_dur_mae_frames": 1.3503,
|
| 1142 |
+
"val_mel_l1": 0.9384
|
| 1143 |
+
},
|
| 1144 |
+
"ml": {
|
| 1145 |
+
"n": 18,
|
| 1146 |
+
"val_kl": 4.06,
|
| 1147 |
+
"val_dur_mae_frames": 1.2901,
|
| 1148 |
+
"val_mel_l1": 0.979
|
| 1149 |
+
}
|
| 1150 |
+
}
|
| 1151 |
+
},
|
| 1152 |
+
{
|
| 1153 |
+
"epoch": 20,
|
| 1154 |
+
"step": 2520,
|
| 1155 |
+
"epoch_sec": 20.11,
|
| 1156 |
+
"lr_head": 6.06e-05,
|
| 1157 |
+
"lr_backbone": 1.33e-05,
|
| 1158 |
+
"is_best": true,
|
| 1159 |
+
"train_loss": 26.63825,
|
| 1160 |
+
"train_mel_l1": 0.92621,
|
| 1161 |
+
"train_mr_stft": 2.01087,
|
| 1162 |
+
"train_kl_loss": 3.89764,
|
| 1163 |
+
"train_dur_loss": 0.44149,
|
| 1164 |
+
"train_dur_mae_frames": 1.50608,
|
| 1165 |
+
"val_loss": 27.21235,
|
| 1166 |
+
"val_mel_l1": 0.94692,
|
| 1167 |
+
"val_mr_stft": 2.02553,
|
| 1168 |
+
"val_kl_loss": 4.01842,
|
| 1169 |
+
"val_dur_loss": 0.44071,
|
| 1170 |
+
"val_dur_mae_frames": 1.49733,
|
| 1171 |
+
"per_lang": {
|
| 1172 |
+
"sa": {
|
| 1173 |
+
"n": 36,
|
| 1174 |
+
"val_kl": 4.1527,
|
| 1175 |
+
"val_dur_mae_frames": 1.6842,
|
| 1176 |
+
"val_mel_l1": 0.9604
|
| 1177 |
+
},
|
| 1178 |
+
"hi": {
|
| 1179 |
+
"n": 18,
|
| 1180 |
+
"val_kl": 4.032,
|
| 1181 |
+
"val_dur_mae_frames": 1.5125,
|
| 1182 |
+
"val_mel_l1": 0.9437
|
| 1183 |
+
},
|
| 1184 |
+
"kn": {
|
| 1185 |
+
"n": 18,
|
| 1186 |
+
"val_kl": 3.8209,
|
| 1187 |
+
"val_dur_mae_frames": 1.5132,
|
| 1188 |
+
"val_mel_l1": 0.9323
|
| 1189 |
+
},
|
| 1190 |
+
"ta": {
|
| 1191 |
+
"n": 18,
|
| 1192 |
+
"val_kl": 3.9889,
|
| 1193 |
+
"val_dur_mae_frames": 1.4461,
|
| 1194 |
+
"val_mel_l1": 0.9256
|
| 1195 |
+
},
|
| 1196 |
+
"te": {
|
| 1197 |
+
"n": 18,
|
| 1198 |
+
"val_kl": 3.9578,
|
| 1199 |
+
"val_dur_mae_frames": 1.3456,
|
| 1200 |
+
"val_mel_l1": 0.9344
|
| 1201 |
+
},
|
| 1202 |
+
"ml": {
|
| 1203 |
+
"n": 18,
|
| 1204 |
+
"val_kl": 4.024,
|
| 1205 |
+
"val_dur_mae_frames": 1.2955,
|
| 1206 |
+
"val_mel_l1": 0.9717
|
| 1207 |
+
}
|
| 1208 |
+
}
|
| 1209 |
+
},
|
| 1210 |
+
{
|
| 1211 |
+
"epoch": 21,
|
| 1212 |
+
"step": 2646,
|
| 1213 |
+
"epoch_sec": 19.82,
|
| 1214 |
+
"lr_head": 5.1e-05,
|
| 1215 |
+
"lr_backbone": 1.12e-05,
|
| 1216 |
+
"is_best": true,
|
| 1217 |
+
"train_loss": 26.59179,
|
| 1218 |
+
"train_mel_l1": 0.92518,
|
| 1219 |
+
"train_mr_stft": 2.00416,
|
| 1220 |
+
"train_kl_loss": 3.88807,
|
| 1221 |
+
"train_dur_loss": 0.44005,
|
| 1222 |
+
"train_dur_mae_frames": 1.50244,
|
| 1223 |
+
"val_loss": 26.87383,
|
| 1224 |
+
"val_mel_l1": 0.93228,
|
| 1225 |
+
"val_mr_stft": 2.0204,
|
| 1226 |
+
"val_kl_loss": 3.98295,
|
| 1227 |
+
"val_dur_loss": 0.43507,
|
| 1228 |
+
"val_dur_mae_frames": 1.48678,
|
| 1229 |
+
"per_lang": {
|
| 1230 |
+
"sa": {
|
| 1231 |
+
"n": 36,
|
| 1232 |
+
"val_kl": 4.0941,
|
| 1233 |
+
"val_dur_mae_frames": 1.6749,
|
| 1234 |
+
"val_mel_l1": 0.9447
|
| 1235 |
+
},
|
| 1236 |
+
"hi": {
|
| 1237 |
+
"n": 18,
|
| 1238 |
+
"val_kl": 4.0062,
|
| 1239 |
+
"val_dur_mae_frames": 1.5032,
|
| 1240 |
+
"val_mel_l1": 0.9485
|
| 1241 |
+
},
|
| 1242 |
+
"kn": {
|
| 1243 |
+
"n": 18,
|
| 1244 |
+
"val_kl": 3.9196,
|
| 1245 |
+
"val_dur_mae_frames": 1.5018,
|
| 1246 |
+
"val_mel_l1": 0.9178
|
| 1247 |
+
},
|
| 1248 |
+
"ta": {
|
| 1249 |
+
"n": 18,
|
| 1250 |
+
"val_kl": 3.8499,
|
| 1251 |
+
"val_dur_mae_frames": 1.4425,
|
| 1252 |
+
"val_mel_l1": 0.9217
|
| 1253 |
+
},
|
| 1254 |
+
"te": {
|
| 1255 |
+
"n": 18,
|
| 1256 |
+
"val_kl": 3.926,
|
| 1257 |
+
"val_dur_mae_frames": 1.3312,
|
| 1258 |
+
"val_mel_l1": 0.9185
|
| 1259 |
+
},
|
| 1260 |
+
"ml": {
|
| 1261 |
+
"n": 18,
|
| 1262 |
+
"val_kl": 3.9907,
|
| 1263 |
+
"val_dur_mae_frames": 1.279,
|
| 1264 |
+
"val_mel_l1": 0.9302
|
| 1265 |
+
}
|
| 1266 |
+
}
|
| 1267 |
+
},
|
| 1268 |
+
{
|
| 1269 |
+
"epoch": 22,
|
| 1270 |
+
"step": 2772,
|
| 1271 |
+
"epoch_sec": 19.73,
|
| 1272 |
+
"lr_head": 4.41e-05,
|
| 1273 |
+
"lr_backbone": 9.6e-06,
|
| 1274 |
+
"is_best": false,
|
| 1275 |
+
"train_loss": 26.56703,
|
| 1276 |
+
"train_mel_l1": 0.92297,
|
| 1277 |
+
"train_mr_stft": 2.00174,
|
| 1278 |
+
"train_kl_loss": 3.903,
|
| 1279 |
+
"train_dur_loss": 0.43858,
|
| 1280 |
+
"train_dur_mae_frames": 1.49936,
|
| 1281 |
+
"val_loss": 27.54291,
|
| 1282 |
+
"val_mel_l1": 0.96588,
|
| 1283 |
+
"val_mr_stft": 2.04883,
|
| 1284 |
+
"val_kl_loss": 4.00316,
|
| 1285 |
+
"val_dur_loss": 0.43162,
|
| 1286 |
+
"val_dur_mae_frames": 1.47932,
|
| 1287 |
+
"per_lang": {
|
| 1288 |
+
"sa": {
|
| 1289 |
+
"n": 36,
|
| 1290 |
+
"val_kl": 4.082,
|
| 1291 |
+
"val_dur_mae_frames": 1.6651,
|
| 1292 |
+
"val_mel_l1": 0.9827
|
| 1293 |
+
},
|
| 1294 |
+
"hi": {
|
| 1295 |
+
"n": 18,
|
| 1296 |
+
"val_kl": 3.984,
|
| 1297 |
+
"val_dur_mae_frames": 1.4936,
|
| 1298 |
+
"val_mel_l1": 0.957
|
| 1299 |
+
},
|
| 1300 |
+
"kn": {
|
| 1301 |
+
"n": 18,
|
| 1302 |
+
"val_kl": 3.9403,
|
| 1303 |
+
"val_dur_mae_frames": 1.5012,
|
| 1304 |
+
"val_mel_l1": 0.9738
|
| 1305 |
+
},
|
| 1306 |
+
"ta": {
|
| 1307 |
+
"n": 18,
|
| 1308 |
+
"val_kl": 3.9137,
|
| 1309 |
+
"val_dur_mae_frames": 1.4387,
|
| 1310 |
+
"val_mel_l1": 0.9386
|
| 1311 |
+
},
|
| 1312 |
+
"te": {
|
| 1313 |
+
"n": 18,
|
| 1314 |
+
"val_kl": 3.936,
|
| 1315 |
+
"val_dur_mae_frames": 1.327,
|
| 1316 |
+
"val_mel_l1": 0.9497
|
| 1317 |
+
},
|
| 1318 |
+
"ml": {
|
| 1319 |
+
"n": 18,
|
| 1320 |
+
"val_kl": 4.084,
|
| 1321 |
+
"val_dur_mae_frames": 1.2647,
|
| 1322 |
+
"val_mel_l1": 0.9765
|
| 1323 |
+
}
|
| 1324 |
+
}
|
| 1325 |
+
},
|
| 1326 |
+
{
|
| 1327 |
+
"epoch": 23,
|
| 1328 |
+
"step": 2898,
|
| 1329 |
+
"epoch_sec": 20.26,
|
| 1330 |
+
"lr_head": 3.98e-05,
|
| 1331 |
+
"lr_backbone": 8.7e-06,
|
| 1332 |
+
"is_best": false,
|
| 1333 |
+
"train_loss": 26.49503,
|
| 1334 |
+
"train_mel_l1": 0.92149,
|
| 1335 |
+
"train_mr_stft": 2.00025,
|
| 1336 |
+
"train_kl_loss": 3.87175,
|
| 1337 |
+
"train_dur_loss": 0.4401,
|
| 1338 |
+
"train_dur_mae_frames": 1.50229,
|
| 1339 |
+
"val_loss": 27.4509,
|
| 1340 |
+
"val_mel_l1": 0.96306,
|
| 1341 |
+
"val_mr_stft": 2.03704,
|
| 1342 |
+
"val_kl_loss": 3.9766,
|
| 1343 |
+
"val_dur_loss": 0.43811,
|
| 1344 |
+
"val_dur_mae_frames": 1.49432,
|
| 1345 |
+
"per_lang": {
|
| 1346 |
+
"sa": {
|
| 1347 |
+
"n": 36,
|
| 1348 |
+
"val_kl": 4.0983,
|
| 1349 |
+
"val_dur_mae_frames": 1.6817,
|
| 1350 |
+
"val_mel_l1": 0.9837
|
| 1351 |
+
},
|
| 1352 |
+
"hi": {
|
| 1353 |
+
"n": 18,
|
| 1354 |
+
"val_kl": 3.9687,
|
| 1355 |
+
"val_dur_mae_frames": 1.5048,
|
| 1356 |
+
"val_mel_l1": 0.972
|
| 1357 |
+
},
|
| 1358 |
+
"kn": {
|
| 1359 |
+
"n": 18,
|
| 1360 |
+
"val_kl": 3.894,
|
| 1361 |
+
"val_dur_mae_frames": 1.5157,
|
| 1362 |
+
"val_mel_l1": 0.9718
|
| 1363 |
+
},
|
| 1364 |
+
"ta": {
|
| 1365 |
+
"n": 18,
|
| 1366 |
+
"val_kl": 3.9438,
|
| 1367 |
+
"val_dur_mae_frames": 1.4532,
|
| 1368 |
+
"val_mel_l1": 0.9174
|
| 1369 |
+
},
|
| 1370 |
+
"te": {
|
| 1371 |
+
"n": 18,
|
| 1372 |
+
"val_kl": 3.9235,
|
| 1373 |
+
"val_dur_mae_frames": 1.3383,
|
| 1374 |
+
"val_mel_l1": 0.9469
|
| 1375 |
+
},
|
| 1376 |
+
"ml": {
|
| 1377 |
+
"n": 18,
|
| 1378 |
+
"val_kl": 3.9097,
|
| 1379 |
+
"val_dur_mae_frames": 1.2848,
|
| 1380 |
+
"val_mel_l1": 0.9661
|
| 1381 |
+
}
|
| 1382 |
+
}
|
| 1383 |
+
},
|
| 1384 |
+
{
|
| 1385 |
+
"epoch": 24,
|
| 1386 |
+
"step": 3024,
|
| 1387 |
+
"epoch_sec": 19.46,
|
| 1388 |
+
"lr_head": 3.84e-05,
|
| 1389 |
+
"lr_backbone": 8.4e-06,
|
| 1390 |
+
"is_best": false,
|
| 1391 |
+
"train_loss": 26.43176,
|
| 1392 |
+
"train_mel_l1": 0.91752,
|
| 1393 |
+
"train_mr_stft": 1.99837,
|
| 1394 |
+
"train_kl_loss": 3.88231,
|
| 1395 |
+
"train_dur_loss": 0.43814,
|
| 1396 |
+
"train_dur_mae_frames": 1.50001,
|
| 1397 |
+
"val_loss": 27.2696,
|
| 1398 |
+
"val_mel_l1": 0.9553,
|
| 1399 |
+
"val_mr_stft": 2.03501,
|
| 1400 |
+
"val_kl_loss": 3.95976,
|
| 1401 |
+
"val_dur_loss": 0.4328,
|
| 1402 |
+
"val_dur_mae_frames": 1.47829,
|
| 1403 |
+
"per_lang": {
|
| 1404 |
+
"sa": {
|
| 1405 |
+
"n": 36,
|
| 1406 |
+
"val_kl": 4.0751,
|
| 1407 |
+
"val_dur_mae_frames": 1.6559,
|
| 1408 |
+
"val_mel_l1": 0.9911
|
| 1409 |
+
},
|
| 1410 |
+
"hi": {
|
| 1411 |
+
"n": 18,
|
| 1412 |
+
"val_kl": 3.9222,
|
| 1413 |
+
"val_dur_mae_frames": 1.4992,
|
| 1414 |
+
"val_mel_l1": 0.9513
|
| 1415 |
+
},
|
| 1416 |
+
"kn": {
|
| 1417 |
+
"n": 18,
|
| 1418 |
+
"val_kl": 3.8993,
|
| 1419 |
+
"val_dur_mae_frames": 1.5072,
|
| 1420 |
+
"val_mel_l1": 0.9476
|
| 1421 |
+
},
|
| 1422 |
+
"ta": {
|
| 1423 |
+
"n": 18,
|
| 1424 |
+
"val_kl": 3.9094,
|
| 1425 |
+
"val_dur_mae_frames": 1.428,
|
| 1426 |
+
"val_mel_l1": 0.919
|
| 1427 |
+
},
|
| 1428 |
+
"te": {
|
| 1429 |
+
"n": 18,
|
| 1430 |
+
"val_kl": 3.8974,
|
| 1431 |
+
"val_dur_mae_frames": 1.3318,
|
| 1432 |
+
"val_mel_l1": 0.9436
|
| 1433 |
+
},
|
| 1434 |
+
"ml": {
|
| 1435 |
+
"n": 18,
|
| 1436 |
+
"val_kl": 3.9399,
|
| 1437 |
+
"val_dur_mae_frames": 1.27,
|
| 1438 |
+
"val_mel_l1": 0.9434
|
| 1439 |
+
}
|
| 1440 |
+
}
|
| 1441 |
+
}
|
| 1442 |
+
]
|
vocab.json
ADDED
|
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_tokens": [
|
| 3 |
+
"फ",
|
| 4 |
+
"4",
|
| 5 |
+
"1",
|
| 6 |
+
"-",
|
| 7 |
+
"अ",
|
| 8 |
+
"इ",
|
| 9 |
+
"8",
|
| 10 |
+
" ",
|
| 11 |
+
"0",
|
| 12 |
+
"छ",
|
| 13 |
+
"न",
|
| 14 |
+
"ए",
|
| 15 |
+
"ऐ",
|
| 16 |
+
"़",
|
| 17 |
+
"ष",
|
| 18 |
+
"ि",
|
| 19 |
+
"ँ",
|
| 20 |
+
"च",
|
| 21 |
+
"2",
|
| 22 |
+
"ऑ",
|
| 23 |
+
"थ",
|
| 24 |
+
"भ",
|
| 25 |
+
"ी",
|
| 26 |
+
"",
|
| 27 |
+
"ॅ",
|
| 28 |
+
"3",
|
| 29 |
+
"ञ",
|
| 30 |
+
"ै",
|
| 31 |
+
"ु",
|
| 32 |
+
"ठ",
|
| 33 |
+
"ं",
|
| 34 |
+
"ॉ",
|
| 35 |
+
"उ",
|
| 36 |
+
"_",
|
| 37 |
+
"ई",
|
| 38 |
+
"ः",
|
| 39 |
+
"ह",
|
| 40 |
+
"ध",
|
| 41 |
+
"ल",
|
| 42 |
+
"र",
|
| 43 |
+
"स",
|
| 44 |
+
"ब",
|
| 45 |
+
"ख",
|
| 46 |
+
"ण",
|
| 47 |
+
"'",
|
| 48 |
+
"`",
|
| 49 |
+
"व",
|
| 50 |
+
"घ",
|
| 51 |
+
"प",
|
| 52 |
+
"ग",
|
| 53 |
+
"ढ",
|
| 54 |
+
"य",
|
| 55 |
+
"े",
|
| 56 |
+
"्",
|
| 57 |
+
"ा",
|
| 58 |
+
"आ",
|
| 59 |
+
"ड",
|
| 60 |
+
"ज",
|
| 61 |
+
"झ",
|
| 62 |
+
"श",
|
| 63 |
+
"औ",
|
| 64 |
+
"ो",
|
| 65 |
+
"द",
|
| 66 |
+
"ृ",
|
| 67 |
+
"ौ",
|
| 68 |
+
"ऊ",
|
| 69 |
+
"ू",
|
| 70 |
+
"ओ",
|
| 71 |
+
"ट",
|
| 72 |
+
"त",
|
| 73 |
+
"क",
|
| 74 |
+
"म",
|
| 75 |
+
"<unk>",
|
| 76 |
+
"ळ",
|
| 77 |
+
"ऴ",
|
| 78 |
+
"ऱ",
|
| 79 |
+
"ऩ",
|
| 80 |
+
"ऎ",
|
| 81 |
+
"ऒ",
|
| 82 |
+
"ॆ",
|
| 83 |
+
"ॊ",
|
| 84 |
+
"ॠ",
|
| 85 |
+
"ॄ",
|
| 86 |
+
"।",
|
| 87 |
+
"॥"
|
| 88 |
+
],
|
| 89 |
+
"language_ids": {
|
| 90 |
+
"sa": 0,
|
| 91 |
+
"hi": 1,
|
| 92 |
+
"kn": 2,
|
| 93 |
+
"ta": 3,
|
| 94 |
+
"te": 4,
|
| 95 |
+
"ml": 5
|
| 96 |
+
},
|
| 97 |
+
"sampling_rate": 16000,
|
| 98 |
+
"hop_length": 256
|
| 99 |
+
}
|