Author

Thitirat Siriborvornratanakul

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#small language model Sep 2026

Language impact assessment and domain shift mitigation in audio spoofing detection

Overall, the main finding is that GRL-based UDA reduces domain shift on ASVspoof 2019 LA relative to the same Custom CNN + CBAM baseline.

Thanawat Lueangwirot, Thitirat Siriborvornratanakul · International Journal of Spe... · 0 citations

Sep 2026

AI-generated social media captions using vision language models

Results indicate that using narrowly focused datasets specific to each brand is more effective than combining data from multiple brands with mixed personalities, and suggest that VLMs have the potential to support content creators by reducing manual effort, enhancing linguistic nuance, and maintaining brand identity in...

Raween Smitthimadhindra, Thitirat Siriborvornratanakul · Multimedia Systems · 0 citations