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New speech corpus PROCESS-2 aids cognitive impairment detection

Researchers have introduced PROCESS-2, a new benchmark speech corpus aimed at advancing the detection of early cognitive impairment. This large-scale dataset includes over 21 hours of audio from 400 participants, categorized into healthy controls, mild cognitive impairment, and dementia diagnoses. The corpus is designed for realistic conditions, featuring spontaneous and task-oriented speech, and includes transcripts and metadata. PROCESS-2 is available via Hugging Face for responsible reuse in speech-based cognitive assessment research. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT Provides a new, large-scale dataset to advance AI-driven research in early cognitive impairment detection.

RANK_REASON The cluster describes a new academic paper introducing a benchmark dataset for a specific research area. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.LG →

COVERAGE [1]

  1. arXiv cs.LG TIER_1 · Heidi Christensen ·

    PROCESS-2: A Benchmark Speech Corpus for Early Cognitive Impairment Detection

    Speech-based analysis offers a scalable and non-invasive approach for detecting cognitive decline, yet progress has been constrained by the limited availability of clinically validated datasets collected under realistic conditions. We introduce PROCESS-2, a large-scale speech dat…