Chatterbox TTS (cs, fa, fr, multi)

.gitattributes

@@ -90,3 +90,4 @@ multi/chatterbox-multilingual-ONNX/onnx/speech_encoder.onnx_data filter=lfs diff
 dv,en/chatterbox-tts-dhivehi/samples/no_ref_out.wav filter=lfs diff=lfs merge=lfs -text
 dv,en/chatterbox-tts-dhivehi/samples/reference_audio.wav filter=lfs diff=lfs merge=lfs -text
 dv,en/chatterbox-tts-dhivehi/samples/with_ref.wav filter=lfs diff=lfs merge=lfs -text
+fr/Chatterbox-TTS-French/example.wav filter=lfs diff=lfs merge=lfs -text

cs/Chatterbox-TTS-Czech/.gitattributes

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cs/Chatterbox-TTS-Czech/README.md

@@ -0,0 +1,66 @@
+---
+license: cc0-1.0
+language:
+- cs
+base_model:
+- ResembleAI/chatterbox
+pipeline_tag: text-to-speech
+---
+
+# Chatterbox Czech 
+## **training quality TTS with low ressource data**
+
+<div align="center"><img width="400px" src="https://www.shutterstock.com/image-vector/travel-czech-republic-culture-elements-600nw-2588019031.jpg" alt="Czech-image" /></div>
+
+## access the model :
+
+The model is not open access, you can contact me at the email address:
+cyprienoucortex@gmail.com
+
+### demo audios:
+
+"Dobrý den, vítáme vás v našem testu syntézy řeči"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/cs_0.mp3">Your browser does not support audio.</audio>
+
+"Tři sta třiatřicet stříbrných křepelek přeletělo přes tři stříbrné střechy"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/cs_1.mp3">Your browser does not support audio.</audio>
+
+"Kolik stojí devět tisíc osm set sedmdesát pět korun ?"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/cs_2.mp3">Your browser does not support audio.</audio>
+
+"Prosím, nastav hlasitost na sedmdesát procent a přehraj znovu"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/cs_3.mp3">Your browser does not support audio.</audio>
+
+"Doktor Křivohlavý napsal článek o umělé inteligenci"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/cs_4.mp3">Your browser does not support audio.</audio>
+
+"Zvon zvoní, z dálky zní, ozvěna se vrací do údolí"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/cs_5.mp3">Your browser does not support audio.</audio>
+
+### 💻 Inference Code
+
+First, download the file from huggingface and place it in the current directory.
+
+```python
+from chatterbox import mtl_tts
+import torchaudio as ta
+from safetensors.torch import load_file as load_safetensors
+
+device = "cpu" # or mps or cuda
+
+multilingual_model = mtl_tts.ChatterboxMultilingualTTS.from_pretrained(device=device)
+
+# ----
+# Then download the file from huggingface and place it in the current directory.
+# ----
+
+
+
+t3_state = load_safetensors("t3_cs_v2", device="cpu")
+multilingual_model.t3.load_state_dict(t3_state)
+multilingual_model.t3.to(device).eval()
+
+czech_text = "Dobrý den, vítáme vás v našem testu syntézy řeči"
+wav_czech = multilingual_model.generate(czech_text, language_id="cs")
+ta.save("test-cs.wav", wav_czech, model.sr)
+```

cs/Chatterbox-TTS-Czech/source.txt

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+https://huggingface.co/Thomcles/Chatterbox-TTS-Czech

cs/Chatterbox-TTS-Czech/t3_cs.safetensors

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fa/Chatterbox-TTS-Persian-Farsi/.gitattributes

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fa/Chatterbox-TTS-Persian-Farsi/README.md

@@ -0,0 +1,101 @@
+---
+license: cc0-1.0
+language:
+- fa
+base_model:
+- ResembleAI/chatterbox
+- speechbrain/sepformer-wham16k-enhancement
+tags:
+- text-to-speech
+- Farsi
+- Persian
+- voice-cloning
+datasets:
+- Thomcles/Persian-Farsi-Speech
+---
+
+# Chatterbox Persian-Farsi
+## **training High quality TTS with low ressource data**
+
+**Chatterbox-TTS-Persian-Farsi** is a TTS trained on data that I cleaned, denoised, and filtered.
+
+The total cost of the TTS is **$150** on my cloud hardware.
+
+If you find this model useful and high-quality, and would like to support my work, you can send me money via ko-fi, or like it on huggingface.
+
+
+
+Dataset : [Thomcles/Persian-Farsi-Speech](https://huggingface.co/datasets/Thomcles/Persian-Farsi-Speech)
+
+---
+
+<div align="center"><img width="400px" src="https://www.shutterstock.com/image-vector/persian-typography-iranian-art-translated-600nw-2053950194.jpg" alt="Iranian art" /></div>
+
+---
+
+
+### demo audios:
+
+"سلام! به آزمایش تبدیل متن به گفتار خوش آمدید."
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/fa_0.mp3">Your browser does not support audio.</audio>
+
+"سه سیب سرخ روی سینی سیمی است"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/fa_1.mp3">Your browser does not support audio.</audio>
+
+"دیروز در تهران باران شد، امروز آفتابی است"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/fa_2.mp3">Your browser does not support audio.</audio>
+
+"قیمت لپ‌تاپ جدید من پنجاه میلیون تومان است."
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/fa_3.mp3">Your browser does not support audio.</audio>
+
+"علی، نرگس و یوسف به دانشگاه شیراز رفتند."
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/fa_4.mp3">Your browser does not support audio.</audio>
+
+"لطفاً جملهٔ قبل را دوباره تکرار کن، دوباره تکرار کن، دوباره تکرار کن!"
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/demo_audios/fa_5.mp3">Your browser does not support audio.</audio>
+
+### 💻 Inference Code
+
+First, download the file from huggingface and place it in the current directory.
+
+```python
+from chatterbox import mtl_tts
+import torchaudio as ta
+from safetensors.torch import load_file as load_safetensors
+
+device = "cpu" # or mps or cuda
+
+multilingual_model = mtl_tts.ChatterboxMultilingualTTS.from_pretrained(device=device)
+
+# ----
+# Then download the file from huggingface and place it in the current directory.
+# ----
+
+
+t3_state = load_safetensors("t3_fa_v2.safetensors", device="cpu")
+multilingual_model.t3.load_state_dict(t3_state)
+multilingual_model.t3.to(device).eval()
+
+persian_text = "سلام! به آزمایش تبدیل متن به گفتار خوش آمدید."
+wav_persian = multilingual_model.generate(persian_text, language_id=None)
+ta.save("test-fa.wav", wav_persian, model.sr)
+```
+
+## Acknowledgements
+
+Thanks to @phamed for the Persian training data.
+
+## contact :
+e-mail : cyprienoucortex@gmail.com
+
+## ☕ Support
+
+I trained this model from my own financial resources with the sole aim of offering it to the huggingface open source community.
+
+This model has cost me a lot of money. If you find this checkpoint useful and would like to support my work, you can do it via Ko-fi:
+
+<p align="center">
+  <a href="https://ko-fi.com/thomcles" target="_blank" rel="noopener noreferrer">
+    <img src="https://storage.ko-fi.com/cdn/kofi3.png?v=3" alt="Buy Me a Coffee at ko-fi.com" width="200" rel="noopener noreferrer"/>
+  </a>
+</p>

fa/Chatterbox-TTS-Persian-Farsi/source.txt

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fr/Chatterbox-TTS-French/README.md

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+---
+license: cc-by-4.0
+datasets:
+- amphion/Emilia-Dataset
+language:
+- fr
+base_model:
+- ResembleAI/chatterbox
+pipeline_tag: text-to-speech
+tags:
+- french
+- audio
+- speech
+- tts
+- fine-tuning
+- chatterbox
+- Emilia
+- voice-cloning
+- zero-shot
+---
+
+# Chatterbox TTS French 🥖
+
+**Chatterbox TTS French** is a fine-tuned text-to-speech model specialized for the French language. The model has been trained on high-quality voice data for natural and expressive speech synthesis.
+
+<div align="center"><img width="400px" src="https://ih1.redbubble.net/image.5397735048.6235/bg,f8f8f8-flat,750x,075,f-pad,750x1000,f8f8f8.jpg" alt="baguette-france-tour-eiffel-image" /></div>
+
+- 🔊 **Language**: French 🇫🇷  
+- 🗣️ **Training dataset**: [Emilia Dataset (FR branch)](https://huggingface.co/datasets/amphion/Emilia-Dataset)  
+- ⏱️ **Data quantity**: 1400 hours of audio  
+
+## Usage Example
+
+Here’s how to generate speech using Chatterbox-TTS French:
+
+```python
+import torch
+import soundfile as sf
+from chatterbox.tts import ChatterboxTTS
+from huggingface_hub import hf_hub_download
+from safetensors.torch import load_file
+
+# Configuration
+MODEL_REPO = "Thomcles/Chatterbox-TTS-French"
+CHECKPOINT_FILENAME = "t3_cfg.safetensors"
+OUTPUT_PATH = "output_cloned_voice.wav"
+TEXT_TO_SYNTHESIZE = "Jean-Paul Sartre laisse à la postérité une œuvre considérable, tant littéraire que philosophique, ayant influencée à la fois la vie politique française d'après-guerre et les penseurs de son temps (Merleau-Ponty et Alain Badiou notamment)."
+
+def get_device() -> str:
+    return "cuda" if torch.cuda.is_available() else "cpu"
+
+def download_checkpoint(repo: str, filename: str) -> str:
+    return hf_hub_download(repo_id=repo, filename=filename)
+
+def load_tts_model(repo: str, checkpoint_file: str, device: str) -> ChatterboxTTS:
+    model = ChatterboxTTS.from_pretrained(device=device)
+    checkpoint_path = download_checkpoint(repo, checkpoint_file)
+    t3_state = load_file(checkpoint_path, device="cpu")
+    model.t3.load_state_dict(t3_state)
+    return model
+
+def synthesize_speech(model: ChatterboxTTS, text: str, audio_prompt_path:str, **kwargs) -> torch.Tensor:
+    with torch.inference_mode():
+        return model.generate(
+            text=text, 
+            audio_prompt_path=audio_prompt_path, 
+            **kwargs
+        )
+
+def save_audio(waveform: torch.Tensor, path: str, sample_rate: int):
+    sf.write(path, waveform.squeeze().cpu().numpy(), sample_rate)
+
+def main():
+    print("Loading model...")
+    device = get_device()
+    model = load_tts_model(MODEL_REPO, CHECKPOINT_FILENAME, device)
+
+    print(f"Generating speech on {device}...")
+    wav = synthesize_speech(
+        model,
+        TEXT_TO_SYNTHESIZE,
+        audio_prompt_path=None,
+        exaggeration=0.5,
+        temperature=0.6,
+        cfg_weight=0.3
+    )
+
+    print(f"Saving output to: {OUTPUT_PATH}")
+    save_audio(wav, OUTPUT_PATH, model.sr)
+    print("Done.")
+
+if __name__ == "__main__":
+    main()
+```
+
+Here is the output:
+
+<audio controls src="https://huggingface.co/Thomcles/Chatterbox-TTS-French/resolve/main/example.mp3">Your browser does not support audio.</audio>
+
+### Base model license
+
+The base model is licensed under the MIT License.  
+Base model: [Chatterbox](https://huggingface.co/ResembleAI/chatterbox)  
+License: [MIT](https://choosealicense.com/licenses/mit/)  
+
+### Training Data License
+
+This model was fine-tuned using a dataset licensed under Creative Commons Attribution 4.0 (CC BY 4.0).  
+Dataset: [Emilia](https://huggingface.co/datasets/amphion/Emilia-Dataset)  
+License: [Creative Commons Attribution 4.0 International](https://choosealicense.com/licenses/cc-by-4.0/)  
+
+
+### Contact me
+
+Interested in fine-tuning a TTS model in a specific language or building a multilingual voice solution? Don’t hesitate to reach out.

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