# Sounex Lab research papers / 研究论文

Canonical page: https://sounex.ai/papers

These are the three papers linked on the Sounex website. Consult each original paper for authors, methods, datasets and limitations. A paper listed here is not by itself clinical validation of the 勿忘我 product.

- [阿尔茨海默病语音筛查为何难以泛化：通过跨语料证据锚定弥合部署差距 — NCMMSC 2026](https://sounex.ai/assets/ncmmsc-2026.8d4220512458.pdf)
- [Disentangling Acoustic Cues in Alzheimer’s Pathology and Perception: The Roles of Language and Gender — INTERSPEECH 2026](https://arxiv.org/abs/2607.23977)
- [CoSTA: Cognitive-State-Conditioned TTS Data Augmentation Using ASR Transcripts for Alzheimer’s Disease Detection — INTERSPEECH 2026](https://arxiv.org/abs/2606.06170)

Research enquiries: [research@sounex.ai](mailto:research@sounex.ai).