Matcha TTS (code, models, paper)

.gitattributes

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Matcha-TTS. A fast TTS architecture with conditional flow matching.pdf

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models/en/Matcha-TTS-checkpoints/source.txt

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models/fa,en/Khadijah-FA_EN-Matcha-TTS-Model/.gitattributes

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models/fa,en/Khadijah-FA_EN-Matcha-TTS-Model/README.md

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+---
+license: cc0-1.0
+datasets:
+- mah92/Khadijah-FA_EN-Public-Phone-Audio-Dataset
+language:
+- fa
+- en
+pipeline_tag: text-to-speech
+---
+# بسم اله الرحمن الرحیم - هست کلید در گنج حکیم
+# Model Card for Khadijah(SA)
+
+This is the first persian/english text-to-speech model using the brand new matcha TTS model.
+
+Much faster and better than VITS.
+
+Works best with the UNIVERSAL_V1_22050Hz hifigan vocoder.
+
+You can test this model [here](https://huggingface.co/spaces/k2-fsa/text-to-speech) under persian+english part.
+
+Enjoy!
+
+## Training method
+
+see: [how_to_train_matcha_tts](https://huggingface.co/mah92/how_to_train_matcha_tts)
+
+## Training results
+![Training Results](khadijah-22050.png)
+
+## Credits
+
+Trained by Ali Mahmoudi (@mah92)
+
+Special thanks to Masoud Azizi (@Mablue ), Amirreza Ramezani (@brightening-eyes ), and Dr. Hamid Jafari (Khaneh Noor Iranian Basir).
+
+Special thanks to people from @ttsfarsi channel. 
+
+I should also thank you @csukuangfj from Xiaomi corporation for your helps and cares in icefall and sherpa-onnx repos.
+
+و ما نحن بشئ الا بما رحم ربنا

models/fa,en/Khadijah-FA_EN-Matcha-TTS-Model/add_sherpa_metadata_to_matcha.py

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+#!/usr/bin/env python3
+
+import json
+import os
+from typing import Any, Dict
+import onnx
+
+
+def add_meta_data(filename: str, meta_data: Dict[str, Any]):
+    """Add meta data to an ONNX model. It is changed in-place.
+
+    Args:
+      filename:
+        Filename of the ONNX model to be changed.
+      meta_data:
+        Key-value pairs.
+    """
+    model = onnx.load(filename)
+    for key, value in meta_data.items():
+        meta = model.metadata_props.add()
+        meta.key = key
+        meta.value = str(value)
+
+    onnx.save(model, filename)
+
+def main():
+    # Caution: Please change the filename
+    filename = "/home/oem/Basir/TTS/Matcha/Trained/onnx/matcha-fa_en-khadijah-22050-2.onnx"
+
+    print("add model metadata")
+    meta_data = {
+        "model_type": "matcha-tts",
+        "language": "Persian+English",
+        "voice": "fa",
+        "has_espeak": 1,
+        "jieba": 0,
+        "n_speakers": 1,
+        "sample_rate": 22050,
+        "version": 1,
+        "pad_id": 0,
+        "use_icefall": 0,
+        "model_author": "Ali Mahmoudi (@mah92)",
+        "maintainer": "k2-fsa",
+        "use_eos_bos": 0,
+        "num_ode_steps": 2,
+        "dataset": "Khadijah-FA_EN-Public-Phone-Audio-Dataset",
+        "dataset_url": "https://huggingface.co/datasets/mah92/Khadijah-FA_EN-Public-Phone-Audio-Dataset",
+        "see_also": "https://github.com/k2-fsa/sherpa-onnx/issues/1779",
+    }
+    print(meta_data)
+    add_meta_data(filename, meta_data)
+
+
+main()

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models/fa,en/Khadijah-FA_EN-Matcha-TTS-Model/samples/combined-test.txt

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+This is a test. این یک نمونه ی تست فارسی است.

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models/fa,en/Khadijah-FA_EN-Matcha-TTS-Model/samples/english-test.txt

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+In a meeting with thousands of people from different walks of life, held on Wednesday in Tehran, Ayatollah Khamenei spoke about recent developments in West Asia.The Leader elaborated on the different layers of events unfolding in Syria, highlighting the clear role of a country neighboring Syria.“However, the primary architects, conspirators, and control room are in the United States and the Zionist regime,” he stated.
+Ayatollah Khamenei characterized the actions of the Zionists and the US in the recent events in Syria as one of the indications.“If they were not the architects of the events in Syria, why did they not remain silent like other countries? By bombing hundreds of infrastructure centers, airports, research centers, training centers for scientists, and other locations in Syria, they have practically interfered in the ongoing events,” he asserted.

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models/fa,en/Khadijah-FA_EN-Matcha-TTS-Model/samples/persian-test.txt

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+تحولات سوریه| آغاز دوره حکمرانی تروریست‌ها؛ حرکت به سمت حمص
+در سلسله گزارش‌هایی به تشریح مهم‌ترین تحولات میدانی سوریه طی ۲۴ ساعت اخیر می‌پردازیم. در این گزارش، آخرین تحولات میدانی تا آخرین ساعت از روزپنجشنبه ۱۵ آذرماه را ملاحظه می‌کنید.
+گروه فارس پلاس:‌ روز پنجشنبه ۱۵ آذر برابر با پنجم دسامبر ۲۰۲۴، بالاخره شهر حماه بعد از ۵ روز مقاومت به اشغال تروریست‌ها درآمد. از شدت نبرد در ریف جنوبی حلب هم پایان یافت و نیروهای مقاومت تا شهر «اثریا» در شرق استان حماه عقب‌نشینی کردند.در شرق حلب، اختلافات داخلی تروریست‌ها موقتا پایان یافت تا اتاق عملیات «فجر الحریة» بر جنگ با شبه‌نظامیان کرد متمرکز شود. هم‌چنین فعالیت‌های «ابومحمد الجولانی» رهبر گروه تروریستی تحریر الشام در سطوح سیاسی و رسانه‌ای وارد مرحله جدیدی شد.در این گزارش به بررسی مهم‌ترین تحولات میدانی سوریه در روز پنجشنبه ۱۵ آذر می‌پردازیم. در این روز، تروریست‌های سوری شهر حماه را اشغال کردند. علاوه بر آن در شمال غرب، شرق و جنوب استان پیشروی کردند. هم‌اکنون تنها بخشی از غرب و جنوب شرقی استان حماه خارج از سیطره تروریست‌ها قرار دارد. در جنوب استان حلب نیز مقاومت از محور خناصر عقب‌نشینی کرد تا در «اثریا» سنگربندی کند. هم‌چنین تروریست‌ها به صورت توافقی و بدون شلیک یک گلوله وارد شهر «السلمیه» شدند. از سوی دیگر، در شرق استان حلب، نبرد میان تروریست‌ها و شبه‌نظامیان کرد وارد مرحله جدیدی شد. اما یکی از تحولات مهم این روز، تلاش محسوس «ابومحمد الجولانی» در دو سطح سیاسی و رسانه‌ای بود.
+بالاخره حماه سقوط کرد
+بعد از حدود ۵ روز درگیری شدید، بالاخره شهر «حماه» به اشغال تروریست‌ها درآمد. از عصر روز شنبه، تروریست‌ها وارد استان حماه شده بودند و در شمال این استان تلاش می‌کردند به مرکز نزدیک شوند که ارتش سوریه و نیروهای مقاومت در برابر آن‌ها ایستادند. اما بالاخره این ایستادگی و مقاومت در جایی متوقف شد و عصر دیروز ارتش سوریه با صدور بیانیه‌ای اعلام کرد «برای حفاظت از جان غیرنظامیان» از شهر حماه عقب‌نشینی کرده است!ماجرای اشغال حماه به این صورت بود که تروریست‌ها ابتدا از محلات شرقی و غربی وارد شهر حماه شدند. در گزارش روز گذشته، نقشه ذیل را منتشر و در پانویس آن نوشته بودیم: «تروریست‌ها با شکست سد دفاعی ارتش در شمال غرب و شمال شرق حماه، تلاش می‌کنند تا از شرق و غرب شهر حماه را دور زده و از شرق و غرب وارد شهر شوند.» در همان گزارش، جزئیات و تفاصیل پیشروی تروریست‌ها در محورهای شرقی و غربی شهر حماه بیان شده بود.

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