README.md

---
license: mit
library_name: transformers
tags:
- text-to-speech
- tts
- audio
- speech-synthesis
- robi-labs
- echo-family
pipeline_tag: text-to-speech
---

# Yana - Voice of Robi Labs' Echo Model Family

A state-of-the-art Text-to-Speech (TTS) model designed for high-quality speech synthesis with multi-speaker support and efficient inference. Yana represents the voice synthesis capabilities of Robi Labs' innovative Echo Model Family.

## Model Description

Yana is a powerful TTS model that generates natural-sounding speech from text input. Built with advanced neural architecture as part of Robi Labs' Echo Model Family, it delivers high-quality audio output with support for multiple speakers and customizable voice characteristics.

## Model Specifications

- **Model Size**: 1.6B parameters
- **Type**: Conditional Generation Model
- **Task**: Text-to-Speech synthesis
- **Framework**: PyTorch
- **Family**: Robi Labs Echo Model Family

## Usage

```python
from transformers import AutoModel, AutoProcessor
import torch
import soundfile as sf

# Load the Yana model
model = AutoModel.from_pretrained("RobiLabs/Yana")
processor = AutoProcessor.from_pretrained("RobiLabs/Yana")

# Generate speech
text = "Hello, this is Yana from Robi Labs' Echo Model Family."
speaker_id = "0"

conversation = [{
    "role": speaker_id,
    "content": [{"type": "text", "text": text}]
}]

# Process and generate
inputs = processor.apply_chat_template(
    conversation,
    tokenize=True,
    return_dict=True
)

# Generate audio
with torch.no_grad():
    audio_values = model.generate(
        **inputs,
        max_new_tokens=125,  # ~10 seconds of audio
        output_audio=True,
        do_sample=True,
        temperature=0.9
    )

# Save the generated speech
audio = audio_values[0].to(torch.float32).cpu().numpy()
sf.write("yana_output.wav", audio, 24000)
```

## Audio Quality

- **Sample Rate**: 24,000 Hz
- **Bit Depth**: 16-bit PCM
- **Channels**: Mono
- **Format**: WAV
- **Duration**: Configurable (up to 10+ seconds per generation)

## System Requirements

- **RAM**: 8GB (16GB recommended)
- **Storage**: 5GB free space
- **Python**: 3.8+
- **OS**: macOS, Linux, Windows

## License

This model is licensed under the MIT License. See the LICENSE file for more details.

## Contact

- **Email**: echo-yana@robiai.com
- **Website**: https://labs.robiai.com
- **Documentation**: https://docs.robiai.com

---

**Yana TTS** - The voice of Robi Labs' Echo Model Family, bringing text to life with natural, high-quality speech synthesis.