Instructions to use Reza2kn/Gooya-RizehPizeh-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Piper
How to use Reza2kn/Gooya-RizehPizeh-v2 with Piper:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Add verified browser ONNX export
Browse files- README.md +15 -1
- browser/browser-wasm-smoke-report.json +19 -0
- browser/onnx-export-report.json +314 -0
- gooya-rizehpizeh-v2.onnx +3 -0
- gooya-rizehpizeh-v2.onnx.json +518 -0
- release-manifest.json +23 -3
README.md
CHANGED
|
@@ -28,6 +28,8 @@ This release selects the checkpoint at **global step 50,000** (`val_mel = 0.3951
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| 28 |
- Generator parameters: approximately 23.7M
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| 29 |
- Full trainable checkpoint: `checkpoint/gooya-rizehpizeh-v2-step50000-val_mel0.3951.ckpt`
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| 30 |
- Checkpoint SHA-256: `0c2d22718894e20fb6361c7bf2d75ee54d61db3a167983ce5d843ff6ed438938`
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- Sample rate: 22,050 Hz
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- Speakers: 1
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| 33 |
- Phoneme type: `text`
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|
@@ -71,6 +73,18 @@ Audio timing came from AvaSanj v1 CTC forced alignment. Training phoneme labels
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The 100K run was resumed from a successful 2K signal checkpoint. The sealed 669-parent eval split was not used for checkpoint selection.
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| 74 |
## Inference and long-form use
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| 75 |
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| 76 |
Input must already be case-sensitive Negara-compatible phonetic text. Example:
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@@ -90,7 +104,7 @@ For long-form narration, do not send an article as one model input. Split at sem
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| 90 |
- G2P/Finglish quality remains the dominant source of pronunciation errors.
|
| 91 |
- Very long single-pass phoneme sequences can collapse or omit content; use chunked synthesis.
|
| 92 |
- Overly small chunks sound breathy and robotic. Prefer substantial semantic spans instead of fixed tiny fragments.
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| 93 |
-
-
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| 94 |
|
| 95 |
## License
|
| 96 |
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| 28 |
- Generator parameters: approximately 23.7M
|
| 29 |
- Full trainable checkpoint: `checkpoint/gooya-rizehpizeh-v2-step50000-val_mel0.3951.ckpt`
|
| 30 |
- Checkpoint SHA-256: `0c2d22718894e20fb6361c7bf2d75ee54d61db3a167983ce5d843ff6ed438938`
|
| 31 |
+
- Browser/Piper model: `gooya-rizehpizeh-v2.onnx`
|
| 32 |
+
- Browser/Piper model SHA-256: `675c557524a325cc014e27acb7bb9f7eab584d3247216f934e8a378b709a2d3b`
|
| 33 |
- Sample rate: 22,050 Hz
|
| 34 |
- Speakers: 1
|
| 35 |
- Phoneme type: `text`
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| 73 |
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| 74 |
The 100K run was resumed from a successful 2K signal checkpoint. The sealed 669-parent eval split was not used for checkpoint selection.
|
| 75 |
|
| 76 |
+
## ONNX and browser validation
|
| 77 |
+
|
| 78 |
+
The selected checkpoint was exported twice with Piper's ONNX exporter. Both exports were byte-identical. The published ONNX is self-contained and has no external tensor-data file.
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| 79 |
+
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| 80 |
+
- File size: `63,516,051` bytes
|
| 81 |
+
- Inputs: `input` (`int64`, `[batch, phonemes]`), `input_lengths` (`int64`, `[batch]`), `scales` (`float32`, `[3]`)
|
| 82 |
+
- Output: `output` (`float32`, dynamic audio length)
|
| 83 |
+
- ONNX Runtime CPU probes: 19/19 finite, positive-length outputs
|
| 84 |
+
- Gouya.app `onnxruntime-web@1.27.0` WASM smoke test: passed using the application's real `rizehPhoneTextToIds` mapping
|
| 85 |
+
|
| 86 |
+
Machine-readable receipts are in `browser/`.
|
| 87 |
+
|
| 88 |
## Inference and long-form use
|
| 89 |
|
| 90 |
Input must already be case-sensitive Negara-compatible phonetic text. Example:
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|
|
|
| 104 |
- G2P/Finglish quality remains the dominant source of pronunciation errors.
|
| 105 |
- Very long single-pass phoneme sequences can collapse or omit content; use chunked synthesis.
|
| 106 |
- Overly small chunks sound breathy and robotic. Prefer substantial semantic spans instead of fixed tiny fragments.
|
| 107 |
+
- Browser export validation does not by itself constitute live Gouya.app promotion; the deployed consumer path must still be tested after rollout.
|
| 108 |
|
| 109 |
## License
|
| 110 |
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browser/browser-wasm-smoke-report.json
ADDED
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@@ -0,0 +1,19 @@
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| 1 |
+
{
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| 2 |
+
"duration_seconds": 2.9373242630385485,
|
| 3 |
+
"finite": true,
|
| 4 |
+
"input_ids": 131,
|
| 5 |
+
"model_sha256": "675c557524a325cc014e27acb7bb9f7eab584d3247216f934e8a378b709a2d3b",
|
| 6 |
+
"output_dims": [
|
| 7 |
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1,
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| 8 |
+
1,
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| 9 |
+
1,
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| 10 |
+
64768
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| 11 |
+
],
|
| 12 |
+
"output_samples": 64768,
|
| 13 |
+
"peak": 0.7937009930610657,
|
| 14 |
+
"provider": "wasm",
|
| 15 |
+
"runtime": "onnxruntime-web@1.27.0",
|
| 16 |
+
"schema_version": "gooya.rizehpizeh-v2-browser-smoke/v1",
|
| 17 |
+
"status": "accepted",
|
| 18 |
+
"test_phone_text": "zurxAneye vahdat yek makAne varzeSi dar Sahre borujerd ast."
|
| 19 |
+
}
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browser/onnx-export-report.json
ADDED
|
@@ -0,0 +1,314 @@
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|
| 1 |
+
{
|
| 2 |
+
"bytes": 63516051,
|
| 3 |
+
"config_sha256": "981770210ac1aea618cb8134597127911051deabf9900824df3388f209a884fa",
|
| 4 |
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"deterministic_scales": [
|
| 5 |
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0.0,
|
| 6 |
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1.0,
|
| 7 |
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0.0
|
| 8 |
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],
|
| 9 |
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"external_data": false,
|
| 10 |
+
"inputs": [
|
| 11 |
+
{
|
| 12 |
+
"name": "input",
|
| 13 |
+
"shape": [
|
| 14 |
+
"batch_size",
|
| 15 |
+
"phonemes"
|
| 16 |
+
],
|
| 17 |
+
"type": "tensor(int64)"
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"name": "input_lengths",
|
| 21 |
+
"shape": [
|
| 22 |
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"batch_size"
|
| 23 |
+
],
|
| 24 |
+
"type": "tensor(int64)"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"name": "scales",
|
| 28 |
+
"shape": [
|
| 29 |
+
3
|
| 30 |
+
],
|
| 31 |
+
"type": "tensor(float)"
|
| 32 |
+
}
|
| 33 |
+
],
|
| 34 |
+
"ir_version": 8,
|
| 35 |
+
"onnx_sha256": "675c557524a325cc014e27acb7bb9f7eab584d3247216f934e8a378b709a2d3b",
|
| 36 |
+
"opsets": [
|
| 37 |
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{
|
| 38 |
+
"domain": "",
|
| 39 |
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"version": 15
|
| 40 |
+
}
|
| 41 |
+
],
|
| 42 |
+
"outputs": [
|
| 43 |
+
{
|
| 44 |
+
"name": "output",
|
| 45 |
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"shape": [
|
| 46 |
+
"batch_size",
|
| 47 |
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1,
|
| 48 |
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1,
|
| 49 |
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"Unsqueezeoutput_dim_3"
|
| 50 |
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],
|
| 51 |
+
"type": "tensor(float)"
|
| 52 |
+
}
|
| 53 |
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],
|
| 54 |
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"providers": [
|
| 55 |
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"CPUExecutionProvider"
|
| 56 |
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],
|
| 57 |
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"rows": [
|
| 58 |
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{
|
| 59 |
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"finite": true,
|
| 60 |
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"output_shape": [
|
| 61 |
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1,
|
| 62 |
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|
| 63 |
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|
| 64 |
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| 65 |
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],
|
| 66 |
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"peak": 0.8556598424911499,
|
| 67 |
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"phone_ids": 321,
|
| 68 |
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"samples": 137728,
|
| 69 |
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"utterance": "/home/rezo/piper-wikipedia-approved-20260830/data/aligned-full-v1/audio/eval/wiki-fa-0014-11c7af4978b2--000.flac"
|
| 70 |
+
},
|
| 71 |
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{
|
| 72 |
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"finite": true,
|
| 73 |
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"output_shape": [
|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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"peak": 0.7498155236244202,
|
| 80 |
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"phone_ids": 319,
|
| 81 |
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"samples": 133888,
|
| 82 |
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"utterance": "/home/rezo/piper-wikipedia-approved-20260830/data/aligned-full-v1/audio/eval/wiki-fa-0014-11c7af4978b2--001.flac"
|
| 83 |
+
},
|
| 84 |
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{
|
| 85 |
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"finite": true,
|
| 86 |
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"output_shape": [
|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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],
|
| 92 |
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"peak": 0.8162416219711304,
|
| 93 |
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"phone_ids": 287,
|
| 94 |
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"samples": 136448,
|
| 95 |
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"utterance": "/home/rezo/piper-wikipedia-approved-20260830/data/aligned-full-v1/audio/eval/wiki-fa-0014-11c7af4978b2--002.flac"
|
| 96 |
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},
|
| 97 |
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{
|
| 98 |
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"finite": true,
|
| 99 |
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"output_shape": [
|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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"peak": 0.7922796010971069,
|
| 106 |
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"phone_ids": 325,
|
| 107 |
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"samples": 129280,
|
| 108 |
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"utterance": "/home/rezo/piper-wikipedia-approved-20260830/data/aligned-full-v1/audio/eval/wiki-fa-0014-11c7af4978b2--003.flac"
|
| 109 |
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},
|
| 110 |
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{
|
| 111 |
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"finite": true,
|
| 112 |
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"output_shape": [
|
| 113 |
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1,
|
| 114 |
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1,
|
| 115 |
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1,
|
| 116 |
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|
| 117 |
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],
|
| 118 |
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"peak": 0.8399786353111267,
|
| 119 |
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"phone_ids": 217,
|
| 120 |
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"samples": 141312,
|
| 121 |
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"utterance": "/home/rezo/piper-wikipedia-approved-20260830/data/aligned-full-v1/audio/eval/wiki-fa-0014-11c7af4978b2--004.flac"
|
| 122 |
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},
|
| 123 |
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{
|
| 124 |
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"finite": true,
|
| 125 |
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"output_shape": [
|
| 126 |
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1,
|
| 127 |
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1,
|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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"peak": 0.839239776134491,
|
| 132 |
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"phone_ids": 253,
|
| 133 |
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"samples": 147456,
|
| 134 |
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"utterance": "/home/rezo/piper-wikipedia-approved-20260830/data/aligned-full-v1/audio/eval/wiki-fa-0014-11c7af4978b2--005.flac"
|
| 135 |
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},
|
| 136 |
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{
|
| 137 |
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"finite": true,
|
| 138 |
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"output_shape": [
|
| 139 |
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|
| 140 |
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|
| 141 |
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1,
|
| 142 |
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| 143 |
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|
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 7 |
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},
|
| 514 |
+
"speaker_id_map": {},
|
| 515 |
+
"hop_length": 256,
|
| 516 |
+
"default_speaker_id": 0,
|
| 517 |
+
"piper_version": "1.5.0"
|
| 518 |
+
}
|
release-manifest.json
CHANGED
|
@@ -11,9 +11,19 @@
|
|
| 11 |
"sha256": "beacc839712cc8db59ad2997b52edb77946461593219d82276e39ba7e404f7ef"
|
| 12 |
},
|
| 13 |
{
|
| 14 |
-
"bytes":
|
| 15 |
"path": "README.md",
|
| 16 |
-
"sha256": "
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
},
|
| 18 |
{
|
| 19 |
"bytes": 845890322,
|
|
@@ -25,6 +35,16 @@
|
|
| 25 |
"path": "config/negara-phoneme-id-map.json",
|
| 26 |
"sha256": "6e67148a46b9bf5a3529c97cc1fa60a10f477d0bd80e61a1fb1a24ad59eefe83"
|
| 27 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
{
|
| 29 |
"bytes": 1903,
|
| 30 |
"path": "training/alignment-report.json",
|
|
@@ -49,5 +69,5 @@
|
|
| 49 |
"schema_version": "gooya.rizehpizeh-v2-release/v1",
|
| 50 |
"selected_global_step": 50000,
|
| 51 |
"selected_val_mel": 0.3951,
|
| 52 |
-
"status": "
|
| 53 |
}
|
|
|
|
| 11 |
"sha256": "beacc839712cc8db59ad2997b52edb77946461593219d82276e39ba7e404f7ef"
|
| 12 |
},
|
| 13 |
{
|
| 14 |
+
"bytes": 4933,
|
| 15 |
"path": "README.md",
|
| 16 |
+
"sha256": "8699cb2c567fb8c0c4a52ea9e0edb691bbd79c7f44d81b1b52f75bdaf10e3439"
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"bytes": 510,
|
| 20 |
+
"path": "browser/browser-wasm-smoke-report.json",
|
| 21 |
+
"sha256": "ce1202b0675cf3c72944334bb1fbd61997af34e7ddc2d15166fd35b617cd54a0"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"bytes": 7588,
|
| 25 |
+
"path": "browser/onnx-export-report.json",
|
| 26 |
+
"sha256": "e1812cdfd6dd31768245b90f13e47b6785346e9f1b09083cb6bfd57b7d093d0f"
|
| 27 |
},
|
| 28 |
{
|
| 29 |
"bytes": 845890322,
|
|
|
|
| 35 |
"path": "config/negara-phoneme-id-map.json",
|
| 36 |
"sha256": "6e67148a46b9bf5a3529c97cc1fa60a10f477d0bd80e61a1fb1a24ad59eefe83"
|
| 37 |
},
|
| 38 |
+
{
|
| 39 |
+
"bytes": 63516051,
|
| 40 |
+
"path": "gooya-rizehpizeh-v2.onnx",
|
| 41 |
+
"sha256": "675c557524a325cc014e27acb7bb9f7eab584d3247216f934e8a378b709a2d3b"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"bytes": 5000,
|
| 45 |
+
"path": "gooya-rizehpizeh-v2.onnx.json",
|
| 46 |
+
"sha256": "981770210ac1aea618cb8134597127911051deabf9900824df3388f209a884fa"
|
| 47 |
+
},
|
| 48 |
{
|
| 49 |
"bytes": 1903,
|
| 50 |
"path": "training/alignment-report.json",
|
|
|
|
| 69 |
"schema_version": "gooya.rizehpizeh-v2-release/v1",
|
| 70 |
"selected_global_step": 50000,
|
| 71 |
"selected_val_mel": 0.3951,
|
| 72 |
+
"status": "checkpoint-and-browser-onnx-ready"
|
| 73 |
}
|