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cs.SD2026
LAST: Looped Audio Spectrogram Transformer
Haider Al-Tahan, Sean O'Brien, Anastasia Razdaibiedina +1
Increasing depth of transformer models improves recognition, but it comes at a substantial cost. Each additional layer requires more parameters, which makes the process computation…
cs.SD2025
Are you really listening? Boosting Perceptual Awareness in Music-QA Benchmarks
Yongyi Zang, Sean O'Brien, Taylor Berg-Kirkpatrick +2
Large Audio Language Models (LALMs), where pretrained text LLMs are finetuned with audio input, have made remarkable progress in music understanding. However, current evaluation me…