---
license: other
pretty_name: EchoMask Inference Data
language:
  - en
tags:
  - co-speech-gesture-generation
  - motion-generation
  - beat2
  - smpl-x
size_categories:
  - n<1K
---

# EchoMask Inference Data

Generated SMPL-X predictions from the official EchoMask checkpoints for comparison and visualization without rerunning the full generation pipeline.

- [Paper](https://arxiv.org/abs/2504.09209) · [Hugging Face Paper page](https://huggingface.co/papers/2504.09209)
- [Project page](https://xiangyuezhang.com/EchoMask/) · [Code](https://github.com/Xiangyue-Zhang/EchoMask)
- [Model checkpoints](https://huggingface.co/X-Zhang/EchoMask)

## Files

| Archive | Protocol | Description |
| --- | --- | --- |
| `EchoMask_testnpz.zip` | Speaker 2, paper protocol | Generated test `.npz` files |
| `EchoMask_all_speakers_results_npz_25spk.zip` | 25 English BEAT2 speakers | Generated test `.npz` files |

Verify both downloads with `sha256sum -c SHA256SUMS`.

The two releases use different training protocols and should not be interpreted as a controlled single-speaker versus multi-speaker ablation.

## Provenance and terms

These archives contain generated predictions, not BEAT2 ground-truth motion or audio. Users remain responsible for complying with the licenses and terms of [BEAT2](https://huggingface.co/datasets/H-Liu1997/BEAT2), [SMPL-X](https://smpl-x.is.tue.mpg.de/), and the EchoMask repository. This card grants no additional rights.