Update README.md

README.md

@@ -4,12 +4,25 @@ language:
 - en
 - zh
 - de
+metrics:
+- accuracy
 ---
 
 # Lattice-1
 
 **Release Date:** November 30, 2025
 
+## Model Description
+
+Lattice-1 is an advanced forced alignment model designed for precise word-level alignment between audio and text. This model provides state-of-the-art performance in aligning speech with its corresponding word transcription, enabling accurate time-stamping of words in spoken language.
+
+## Key Features
+
+- **High-Precision Alignment**: Achieves accurate word-level forced alignment with millisecond precision
+- **Multilingual Support**: Supports English, Chinese, and German, with support for mixed-language content
+- **Efficient Processing**: Optimized for fast inference with ONNX runtime support
+- **Flexible Integration**: Easy to integrate into various speech processing pipelines
+
 ## Supported Languages
 
 Lattice-1 supports the following languages:
@@ -17,6 +30,55 @@ Lattice-1 supports the following languages:
 - 🇨🇳 Chinese (中文)
 - 🇩🇪 German (Deutsch)
 
+## Quick Start with Python SDK
+
+The easiest way to use Lattice-1 is through the **[Lattifai Python SDK](https://github.com/lattifai/lattifai-python)**.
+
+For more detailed usage instructions and API documentation, please visit:
+**[Lattifai Python SDK Documentation](https://github.com/lattifai/lattifai-python)**
+
+## Applications
+
+- **Speech Data Processing**: Creating high-quality training data for ASR, TTS, and Speech LLM systems
+- **Pronunciation Assessment**: Evaluating learner pronunciation accuracy
+- **Audio-Text Synchronization**: Subtitle generation and synchronization
+- **Voice Conversion**: Time-aligned feature extraction for voice transformation
+
+## Performance
+
+Lattice-1 has been evaluated on standard benchmarks and demonstrates:
+- High accuracy in word boundary detection
+- Robust performance across different speaking styles and languages
+- Fast inference speed suitable for real-time applications
+
 ## Stay Connected
 
 Follow us on Twitter/X for the latest updates: [@Lattifai_HQ](https://x.com/Lattifai_HQ)
+
+## Citation
+
+If you use Lattice-1 in your research, please cite:
+
+```bibtex
+@misc{lattice1,
+  title={Lattice-1: Multilingual High-Precision Word-Level Forced Alignment},
+  author={LattifAI Team},
+  year={2025},
+  publisher={Hugging Face},
+  howpublished={\url{https://huggingface.co/lattifai/Lattice-1}}
+}
+```
+
+## License
+
+Please refer to the license file for usage terms and conditions.
+
+## Support
+
+For issues, questions, or feature requests, please visit:
+- GitHub: [https://github.com/lattifai/lattifai-python](https://github.com/lattifai/lattifai-python)
+- Documentation: [LattifAI Python SDK Documentation](https://github.com/lattifai/lattifai-python?tab=readme-ov-file#quick-start)
+
+## Acknowledgments
+
+This model is developed and maintained by the LattifAI team.