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Imran Gul

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Conference Aug 2026

Cross-Dataset Evaluation of Foundation Model-Based Acoustic–Text Fusion for Dementia-Related Speech Analysis

This study examines the cross-dataset generalizability of a foundation-model-based acoustic–text framework for dementia-related speech analysis across three datasets: ADReSSo2021, Ivanova, and Delaware. The proposed pipeline combines WavLM-Large acoustic embeddings with Qwen3-ASR-1.7B transcription and Qwen3-Embedding-...

Seyma Derdiyok, Imran Gul, H. Ilhan et al. · 0 citations

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