Orpheus Bangla Emotional Tts

🚀 Orpheus Bangla Emotional TTS Model

This is a Text-to-Speech model for the Bangla (Bengali) language. Based on the Orpheus architecture, it can generate natural-sounding Bangla speech from text input with various emotional styles.

🚀 Quick Start

This is a Text-to-Speech model for Bangla (Bengali) language based on the Orpheus architecture. The model can generate natural-sounding Bangla speech from text input with various emotional styles.

✨ Features

• Generate natural - sounding Bangla speech with various emotional styles.
• Support multiple emotional tones such as happy, sad, angry, etc.

📦 Installation

No specific installation steps provided in the original document, so this section is skipped.

💻 Usage Examples

Basic Usage

from transformers import AutoModelForCausalLM, AutoTokenizer
from snac import SNAC
import torch
import soundfile as sf

# Load the models
tokenizer = AutoTokenizer.from_pretrained("ehzawad/orpheus-bangla-emotional-tts")
model = AutoModelForCausalLM.from_pretrained(
    "ehzawad/orpheus-bangla-emotional-tts", 
    torch_dtype=torch.bfloat16,
    device_map="auto"
)
snac_model = SNAC.from_pretrained("hubertsiuzdak/snac_24khz").to("cuda")

# Sample prompt in Bangla
prompt = "আপনি কেমন আছেন?"  # "How are you?" in Bangla

# For emotional speech, add the emotion tag (e.g., for happy)
emotional_prompt = "<happy>আপনি কেমন আছেন?</happy>"

# Add your inference code here
# (Follow the example_usage.py code for complete inference)

Advanced Usage

No advanced usage code provided in the original document, so this part is skipped.

📚 Documentation

🎮 Demo

Try out the model directly using our Hugging Face Space:

Model Details

Supported Emotions

This model supports the following emotional styles:

• happy
• normal
• disgust
• sad
• frustrated
• slow
• excited
• whisper
• panicky
• curious
• surprise
• fast
• crying
• deep
• sleepy
• angry
• high
• shout

🔧 Technical Details

No specific technical implementation details provided in the original document, so this section is skipped.

📄 License

This model is released under the apache - 2.0 license.

📚 Citation

If you use this model, please cite:

@misc{ehzawad2025orpheusbangla,
  author = {Ehzawad},
  title = {Orpheus Bangla Emotional TTS},
  year = {2025},
  publisher = {HuggingFace},
  howpublished = {\url{https://huggingface.co/ehzawad/orpheus-bangla-emotional-tts}}
}

👏 Acknowledgements

This model is based on the Orpheus TTS architecture developed by Canopy Labs. We extend our gratitude to the original authors for their work.