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:

• 🇺🇸 English
• 🇨🇳 Chinese (中文)
• 🇩🇪 German (Deutsch)

Quick Start with Python SDK

The easiest way to use Lattice-1 is through the Lattifai Python SDK.

For more detailed usage instructions and API documentation, please visit: Lattifai Python SDK Documentation

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

Citation

If you use Lattice-1 in your research, please cite:

@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
• Documentation: LattifAI Python SDK Documentation

Acknowledgments

This model is developed and maintained by the LattifAI team.