es/es_MX/ald/x_low/MODEL_CARD DELETED
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1
- # Model card for ald (x-low)
2
-
3
- * Language: es_MX (Spanish, Mexico)
4
- * Speakers: 1
5
- * Quality: x-low
6
- * Samplerate: 22,050Hz
7
-
8
- ## Dataset
9
-
10
- Synthetic speech dataset generated using the original es_MX-ald-medium Piper TTS model.
11
-
12
- The dataset contains approximately 8 hours of audio generated from Spanish sentences obtained from the Tatoeba Project:
13
- https://tatoeba.org/en/downloads
14
-
15
- ## Training
16
-
17
- This model was trained from scratch using the synthetic dataset generated with the es_MX-ald-medium voice.
18
-
19
- The goal of this model is to provide a smaller and faster alternative with fewer parameters.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- size 646812312
 
 
 
 
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ku/ku_TR/berfin_renas/medium/MODEL_CARD DELETED
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1
- ---
2
- language:
3
- - ku
4
- license: cc-by-nc-4.0
5
- tags:
6
- - text-to-speech
7
- - tts
8
- - piper
9
- - kurdish
10
- - kurmanji
11
- - vits
12
- datasets:
13
- - berfin_renas
14
- metrics:
15
- - wer
16
- base_model: rhasspy/piper-voices
17
- pipeline_tag: text-to-speech
18
- ---
19
-
20
- # Model Card for ku-berfin_renas-medium
21
-
22
- A multi-speaker Kurmanji Kurdish (Kurmancî) text-to-speech model trained
23
- with the [Piper TTS](https://github.com/OHF-Voice/piper1) framework.
24
- Supports two speakers — **Berfin** (speaker 0) and **Renas** (speaker 1) —
25
- at medium quality and 22,050 Hz sample rate.
26
-
27
- ## Model Details
28
-
29
- ### Model Description
30
-
31
- - **Developed by:** rojanu
32
- - **Model type:** VITS (Variational Inference with adversarial learning for
33
- end-to-end Text-to-Speech)
34
- - **Language(s):** Kurmanji Kurdish (`ku`)
35
- - **License:** [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) — free for non-commercial use with attribution; commercial use restricted due to [Blizzard 2013 base model](https://www.cstr.ed.ac.uk/projects/blizzard/2013/lessac_blizzard2013/license.html)
36
- - **Finetuned from model:** `en_US-lessac-medium` (Piper English vocoder
37
- warm-start)
38
-
39
- ### Model Sources
40
-
41
- - **Repository:** [rojanu/piper-ku-berfin-renas-medium](https://huggingface.co/rojanu/piper-ku-berfin-renas-medium)
42
- - **Framework:** [OHF-Voice/piper1](https://github.com/OHF-Voice/piper1)
43
-
44
- ## Speakers
45
-
46
- | Speaker ID | Name |
47
- |------------|--------|
48
- | 0 | Berfin |
49
- | 1 | Renas |
50
-
51
- ## Uses
52
-
53
- ### Direct Use
54
-
55
- Offline, on-device Kurmanji Kurdish speech synthesis. Designed for:
56
-
57
- - Screen readers (e.g. NVDA with the [piper-nvda addon](https://github.com/mzanm/piper-nvda))
58
- - Assistive technology
59
- - Voice interfaces for Kurdish-language applications
60
-
61
- ### Out-of-Scope Use
62
-
63
- - Languages other than Kurmanji Kurdish
64
- - High-fidelity / broadcast-quality synthesis (this is a medium-quality model)
65
-
66
- ## How to Get Started with the Model
67
-
68
- ### With Piper CLI
69
-
70
- ```bash
71
- echo "Silav û rêz ji hemûyan re." | piper \
72
- --model ku-berfin_renas-medium.onnx \
73
- --speaker 0 \
74
- --output_file output.wav
75
- ```
76
-
77
- ### With NVDA
78
-
79
- Install the [piper-nvda addon](https://github.com/mzanm/piper-nvda) and use
80
- the direct download URL:
81
-
82
- ```
83
- https://huggingface.co/rojanu/piper-ku-berfin-renas-medium/resolve/main/ku-berfin_renas-medium.tar.gz
84
- ```
85
-
86
- ## Training Details
87
-
88
- ### Training Data
89
-
90
- A private dataset of two Kurmanji Kurdish speakers (**Berfin** and **Renas**),
91
- approximately 2.72 hours total (1.32h Berfin, 1.40h Renas), recorded at
92
- 22,050 Hz.
93
-
94
- | Speaker | Files | Duration |
95
- |---------|-------|-----------|
96
- | Berfin | 1,022 | 1.32 hours |
97
- | Renas | 1,024 | 1.40 hours |
98
- | **Total** | **2,046** | **2.72 hours** |
99
-
100
- ### Training Procedure
101
-
102
- #### Preprocessing
103
-
104
- - Audio normalised to 22,050 Hz mono WAV
105
- - Text phonemized via `espeak-ng` with voice `ku`
106
- - Average utterance duration: ~4.79 seconds
107
-
108
- #### Training Hyperparameters
109
-
110
- - **Training regime:** fp32
111
- - **Framework:** Piper / PyTorch Lightning
112
- - **Base checkpoint:** `en_US-lessac-medium` (vocoder warm-start)
113
- - **Batch size:** 32
114
- - **Max epochs:** 929 (training stopped; best validation at ~epoch 72)
115
- - **Hardware:** AMD ROCm GPU
116
- - **Validation split:** 5%
117
-
118
- ## Evaluation
119
-
120
- ### Results
121
-
122
- The model shows signs of overfitting due to the small dataset (~2.7h total).
123
- Best validation loss was achieved at approximately epoch 72. Audio quality is
124
- intelligible but benefits from additional training data.
125
-
126
- **Known limitations:**
127
- - Dataset too small for high-quality multi-speaker TTS (recommend ≥ 3h per speaker)
128
- - Overfitting observed after epoch ~72
129
-
130
- ## Technical Specifications
131
-
132
- ### Model Architecture
133
-
134
- - **Architecture:** VITS medium
135
- - **Sample rate:** 22,050 Hz
136
- - **Phoneme type:** espeak (`ku`)
137
- - **Number of speakers:** 2
138
- - **Model size:** ~77 MB (ONNX)
139
-
140
- ## Model Card Authors
141
-
142
- rojanu
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- "piper_version": "1.3.0",
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- "dataset": "berfin_renas"
517
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ku/ku_TR/berfin_renas/medium/epoch=934-step=114070.ckpt DELETED
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:f5a2624df13ddb8c5649d07802037a1141a65a8a9fbc4473711bd46fef2d3cf4
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- size 924474886
 
 
 
 
ur/ur_PK/fasih/medium/MODEL_CARD DELETED
@@ -1,72 +0,0 @@
1
- ---
2
- language: ur
3
- tags:
4
- - piper
5
- - tts
6
- - urdu
7
- - text-to-speech
8
- - accessibility
9
- license: mit
10
- ---
11
-
12
- # Urdu Male Voice — Piper TTS (medium)
13
-
14
- Urdu text-to-speech voice for [Piper](https://github.com/OHF-Voice/piper1-gpl).
15
-
16
- ## Overview
17
-
18
- - **Language:** Urdu (`ur_PK`)
19
- - **Voice:** Male
20
- - **Quality:** Medium
21
- - **Phonemizer:** eSpeak (`ur`)
22
- - **Sample rate:** 22050 Hz
23
-
24
- ## Listen
25
-
26
- | Text | Audio |
27
- |------|-------|
28
- | قوس قزح، جسے قوس قزح یا رنگوں کی قوس قزح بھی کہا جاتا ہے، ایک قدرتی طبعی رجحان ہے جو بارش کے قطرے کے ذریعے سورج کی روشنی کے اضطراب اور پھیلاؤ کے نتیجے میں ہوتا ہے۔ | <audio controls src="https://huggingface.co/IhorShevchuk/piper-voice-ur-fasih/resolve/main/samples/sample.wav"></audio>|
29
- | یہ ایک سادہ جملہ ہے۔ | <audio controls src="https://huggingface.co/IhorShevchuk/piper-voice-ur-fasih/resolve/main/samples/sample_1.wav"></audio>|
30
- | کیا آپ ٹھیک ہیں؟ | <audio controls src="https://huggingface.co/IhorShevchuk/piper-voice-ur-fasih/resolve/main/samples/sample_2.wav"></audio>|
31
- | میرے پاس 3 کتابیں ہیں۔ | <audio controls src="https://huggingface.co/IhorShevchuk/piper-voice-ur-fasih/resolve/main/samples/sample_3.wav"></audio>|
32
- | میں نے ایک نیا لیپ ٹاپ خریدا۔| <audio controls src="https://huggingface.co/IhorShevchuk/piper-voice-ur-fasih/resolve/main/samples/sample_4.wav"></audio>|
33
- | آج موسم بہت اچھا ہے اور ہم باہر جا سکتے ہیں۔| <audio controls src="https://huggingface.co/IhorShevchuk/piper-voice-ur-fasih/resolve/main/samples/sample_5.wav"></audio>|
34
-
35
- ## Optimized Inference Parameters
36
-
37
- | Parameter | Value | Description |
38
- |---------------|-------|-------------------------------------|
39
- | noise_scale | 0.667 | Expressiveness / variation |
40
- | noise_w | 0.8 | Phoneme duration variation |
41
- | length_scale | 1.0 | Speaking speed |
42
-
43
- ## Usage
44
-
45
- ```bash
46
- echo 'یہ ایک سادہ جملہ ہے۔' | piper \
47
- --model ur_PK-male-medium.onnx \
48
- --config ur_PK-male-medium.onnx.json \
49
- --output_file output.wav
50
- ````
51
-
52
- ## Training Details
53
-
54
- * **Base model:** Hindi (`hi_IN`) medium (Rohan) checkpoint
55
- * **Base checkpoint:** `epoch=3190-step=309852.ckpt` [https://huggingface.co/datasets/rhasspy/piper-checkpoints/tree/main/hi/hi_IN/rohan/medium](https://huggingface.co/datasets/rhasspy/piper-checkpoints/tree/main/hi/hi_IN/rohan/medium)
56
- * **Dataset:** [UAT (Urdu)](https://huggingface.co/datasets/mahwizzzz/UAT)
57
- * **Training checkpoint:** `epoch=3206-step=383452.ckpt`
58
- * **Hardware:** Apple M4 Mac mini
59
-
60
- ## Notes
61
-
62
- * Trained on Urdu dataset with eSpeak phonemization.
63
- * Based on Hindi model initialization, adapted for Urdu speech.
64
- * Quality may vary on mixed-language input (Urdu + English).
65
-
66
- ## Links
67
-
68
- * [Piper](https://github.com/OHF-Voice/piper1-gpl) — Neural TTS engine
69
-
70
- ## License
71
-
72
- MIT
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ur/ur_PK/fasih/medium/config.json DELETED
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- {
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- "audio": {
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- "sample_rate": 22050,
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- "quality": "medium"
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- },
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- "espeak": {
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- "voice": "ur"
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- },
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- "phoneme_type": "espeak",
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- "num_symbols": 256,
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- "num_speakers": 1,
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- "length_scale": 1.0,
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- "noise_w": 0.8
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- },
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- "language": {
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- "code": "ur_PK",
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- "family": "ur",
20
- "region": "PK",
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- "name_native": "اردو",
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- "name_english": "Urdu",
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- "country_english": "Pakistan"
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- },
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- "phoneme_id_map": {
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- "p": [28],
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- "q": [29],
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- "r": [30],
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- "s": [31],
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- "t": [32],
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- "u": [33],
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- "v": [34],
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- "w": [35],
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- "x": [36],
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- },
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- "speaker_id_map": {},
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- "hop_length": 256,
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- "piper_version": "1.3.0",
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